National Library of Energy BETA

Sample records for mediawiki openei semantic

  1. Semantic Mediawiki | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  2. OpenEI Community - Semantic Mediawiki

    Open Energy Info (EERE)

    New Robust References http:en.openei.orgcommunityblognew-robust-references

    Check out theopenei.orgwikiForm:Reference">new Reference Form....

  3. mediawiki | OpenEI Community

    Open Energy Info (EERE)

    8 November, 2012 - 13:58 OpenEI dashboard Google Analytics mediawiki OpenEI statistics wiki OpenEI web traffic from Bangalore, India Did you know that in the last month,...

  4. OpenEI Community - mediawiki

    Open Energy Info (EERE)

    Result Formats on OpenEI http:en.openei.orgcommunityblognew-result-formats-openei

    As a result of the recent upgrade, and some internal...

  5. Developer | OpenEI Community

    Open Energy Info (EERE)

    New Result Formats on OpenEI Jweers 25 Mar 2013 - 12:22 Blog entry developer OpenEI maintenance March 8-9, 2013 Rmckeel 8 Mar 2013 - 14:23 Blog entry developer Semantic Mediawiki...

  6. Semantic Mediawiki Semantic Forms update | OpenEI Community

    Open Energy Info (EERE)

    You must login in order to post into this group. Latest blog post comments Mike o spectacular dataset Posted: 9 Aug 2015 - 14:46 by: Mike o Jayhuggins Hi Bruce, we do not...

  7. maps | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  8. multicolor | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  9. results | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  10. Utility Rate | OpenEI Community

    Open Energy Info (EERE)

    is now much faster Rmckeel 1 21 Mar 2013 - 09:11 Blog entry developer OpenEI maintenance March 8-9, 2013 Rmckeel 8 Mar 2013 - 14:23 Blog entry developer Semantic Mediawiki...

  11. compound queries | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  12. Google maps | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  13. ask queries | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  14. result formats | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  15. How do I push or pull bulk wiki pages from OpenEI mediawiki instance...

    Open Energy Info (EERE)

    on this Please check out http:en.openei.orgcommunityblogopenei-downloadupload-automation-scripts Rmckeel on 10 October, 2012 - 10:00 Groups Menu You must login in order to...

  16. Multicolor Maps from Compound Queries | OpenEI Community

    Open Energy Info (EERE)

    queries developer Google maps maps multicolor result formats results Semantic Mediawiki Hi all, Recently, a couple of people on OpenEI have asked me how to do compound (or...

  17. upgrade | OpenEI Community

    Open Energy Info (EERE)

    by Rmckeel(297) Contributor 22 October, 2012 - 07:23 Semantic Mediawiki Semantic Forms update developer Incentives and Policies Semantic Mediawiki upgrade Utility Rates We have...

  18. Incentives and Policies | OpenEI Community

    Open Energy Info (EERE)

    by Rmckeel(297) Contributor 22 October, 2012 - 07:23 Semantic Mediawiki Semantic Forms update developer Incentives and Policies Semantic Mediawiki upgrade Utility Rates We have...

  19. Semantic MediaWiki GeoChart | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Dandrocec on 4 March, 2014 - 05:12 5 answers Points: 1 More accurately, javascript components can be added to SMW via extensions or Widgets. In the case of the Google...

  20. statistics | OpenEI Community

    Open Energy Info (EERE)

    statistics Home Rmckeel's picture Submitted by Rmckeel(297) Contributor 8 November, 2012 - 12:58 OpenEI dashboard Google Analytics mediawiki OpenEI statistics wiki OpenEI web...

  1. Google Analytics | OpenEI Community

    Open Energy Info (EERE)

    8 November, 2012 - 12:58 OpenEI dashboard Google Analytics mediawiki OpenEI statistics wiki OpenEI web traffic from Bangalore, India Did you know that in the last month,...

  2. OpenEI dashboard | OpenEI Community

    Open Energy Info (EERE)

    OpenEI dashboard Home > Blogs > Rmckeel's blog Rmckeel's picture Submitted by Rmckeel(297) Contributor 8 November, 2012 - 12:58 Google Analytics mediawiki OpenEI statistics wiki...

  3. reference | OpenEI Community

    Open Energy Info (EERE)

    reference Home Jweers's picture Submitted by Jweers(88) Contributor 7 August, 2013 - 18:23 New Robust References citation citing developer formatting reference Semantic Mediawiki...

  4. citing | OpenEI Community

    Open Energy Info (EERE)

    citing Home Jweers's picture Submitted by Jweers(88) Contributor 7 August, 2013 - 18:23 New Robust References citation citing developer formatting reference Semantic Mediawiki...

  5. citation | OpenEI Community

    Open Energy Info (EERE)

    citation Home Jweers's picture Submitted by Jweers(88) Contributor 7 August, 2013 - 18:23 New Robust References citation citing developer formatting reference Semantic Mediawiki...

  6. formatting | OpenEI Community

    Open Energy Info (EERE)

    formatting Home Jweers's picture Submitted by Jweers(88) Contributor 7 August, 2013 - 18:23 New Robust References citation citing developer formatting reference Semantic Mediawiki...

  7. Utility Rate | OpenEI Community

    Open Energy Info (EERE)

    Incentives and Policies Type Term Title Author Replies Last Post sort icon Blog entry Incentives and Policies Semantic Mediawiki Semantic Forms update Rmckeel 22 Oct 2012 - 07:23...

  8. OpenEI-specific tutorial for Semantic search? | OpenEI Community

    Open Energy Info (EERE)

    OpenEI-specific tutorial for Semantic search? Home > Groups > Utility Rate Hello, I just joined today. Am impressed at what is here. Am looking for data on demand rate structures...

  9. Geothermal Exploration Case Studies on OpenEI (Presentation)

    SciTech Connect (OSTI)

    Young, K.; Bennett, M.; Atkins, D.

    2014-03-01

    The U.S. Geological Survey (USGS) resource assessment (Williams et al., 2008) outlined a mean 30 GWe of undiscovered hydrothermal resource in the western United States. One goal of the U.S. Department of Energy's (DOE) Geothermal Technology Office (GTO) is to accelerate the development of this undiscovered resource. DOE has focused efforts on helping industry identify hidden geothermal resources to increase geothermal capacity in the near term. Increased exploration activity will produce more prospects, more discoveries, and more readily developable resources. Detailed exploration case studies akin to those found in oil and gas (e.g. Beaumont and Foster, 1990-1992) will give developers central location for information gives models for identifying new geothermal areas, and guide efficient exploration and development of these areas. To support this effort, the National Renewable Energy Laboratory (NREL) has been working with GTO to develop a template for geothermal case studies on the Geothermal Gateway on OpenEI. In 2012, the template was developed and tested with two case studies: Raft River Geothermal Area (http://en.openei.org/wiki/Raft_River_Geothermal_Area) and Coso Geothermal Area (http://en.openei.org/wiki/Coso_Geothermal_Area). In 2013, ten additional case studies were completed, and Semantic MediaWiki features were developed to allow for more data and the direct citations of these data. These case studies are now in the process of external peer review. In 2014, NREL is working with universities and industry partners to populate additional case studies on OpenEI. The goal is to provide a large enough data set to start conducting analyses of exploration programs to identify correlations between successful exploration plans for areas with similar geologic occurrence models.

  10. V-236: MediaWiki CentralAuth Extension Authentication Bypass Vulnerability

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    | Department of Energy 6: MediaWiki CentralAuth Extension Authentication Bypass Vulnerability V-236: MediaWiki CentralAuth Extension Authentication Bypass Vulnerability September 6, 2013 - 4:36am Addthis PROBLEM: A vulnerability has been reported in the CentralAuth extension for MediaWiki, which can be exploited by malicious people to bypass certain security restrictions. PLATFORM: MediaWiki CentralAuth Extension ABSTRACT: A vulnerability has been reported in the CentralAuth extension for

  11. V-236: MediaWiki CentralAuth Extension Authentication Bypass...

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    V-236: MediaWiki CentralAuth Extension Authentication Bypass Vulnerability September 6, ... - Using Technology to Increase Transparency V-057: eXtplorer "extfinduser()" ...

  12. Polls | OpenEI Community

    Open Energy Info (EERE)

    May 2012 - 13:48 by Rmckeel * The Utility Rate web service * The Incentive web service * Web services to query by geographic location or shape * Mediawiki Ask examples & tutorials...

  13. town | OpenEI Community

    Open Energy Info (EERE)

    town Home OpenEI Community Central Description: The central OpenEI community for students, scientists, researchers, enthusiasts, analysts and developers. central OpenEI town...

  14. central | OpenEI Community

    Open Energy Info (EERE)

    central Home OpenEI Community Central Description: The central OpenEI community for students, scientists, researchers, enthusiasts, analysts and developers. central OpenEI town...

  15. New OpenEI Homepage | OpenEI Community

    Open Energy Info (EERE)

    New OpenEI Homepage Home > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 18 July, 2012 - 10:02 imported OpenEI OpenEI has...

  16. OpenEI Community - OpenEI

    Open Energy Info (EERE)

    National Day of Civic Hacking http:en.openei.orgcommunityblognational-day-civic-hacking

  17. OpenEI | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  18. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: citing Type Term Title Author...

  19. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: clean tech Type Term Title...

  20. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: clean-tech Type Term Title...

  1. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: CES Type Term Title Author...

  2. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: car Type Term Title Author...

  3. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: consumer behavior Type Term...

  4. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: 2015 Type Term Title Author...

  5. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: building load Type Term Title...

  6. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: adoption Type Term Title Author...

  7. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: compound queries Type Term...

  8. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: building load data Type Term...

  9. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: datasets Type Term Title Author...

  10. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: 2016 Type Term Title Author...

  11. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: dataset Type Term Title Author...

  12. data | OpenEI Community

    Open Energy Info (EERE)

    Contributor 31 August, 2012 - 12:54 Visualize energy APIs with a new OpenEI browser APIs Big Data cleanweb data OpenEI OpenEI has created a simple way to see energy APIs available...

  13. OpenEI Community - data

    Open Energy Info (EERE)

    p> http:en.openei.orgcommunityblogvisualize-energy-apis-new-openei-browsercomments APIs Big Data cleanweb data OpenEI Developer Fri, 31 Aug 2012 19:54:40 +0000 Rmckeel 486...

  14. cleanweb | OpenEI Community

    Open Energy Info (EERE)

    Contributor 31 August, 2012 - 12:54 Visualize energy APIs with a new OpenEI browser APIs Big Data cleanweb data OpenEI OpenEI has created a simple way to see energy APIs available...

  15. gateway | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 28 March, 2013 - 15:16 OpenEI launches new Water Power Gateway and Community Forum community forum gateway OpenEI Water power OpenEI...

  16. forum | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 28 March, 2013 - 15:16 OpenEI launches new Water Power Gateway and Community Forum community forum gateway OpenEI Water power OpenEI...

  17. OpenEI Community - Maintenance

    Open Energy Info (EERE)

    maintenance March 8-9, 2013 http:en.openei.orgcommunityblogopenei-maintenance-march-8-9-2013

    We would like to inform the OpenEI community that OpenEI will be...

  18. EIA | OpenEI Community

    Open Energy Info (EERE)

    database on OpenEI EIA OpenEI Utility Rates OpenEI and U.S. Energy Information Administration (EIA) Good news, everyone The U.S. Energy Information Administration (EIA) now...

  19. OpenEI Community - databus

    Open Energy Info (EERE)

    NREL's Energy Databus storing big energy data http:en.openei.orgcommunityblognrels-energy-databus-storing-big-energy-data

    openei.orgcommunity...

  20. OpenEI Community - NREL

    Open Energy Info (EERE)

    +0000 Graham7781 712 at http:en.openei.orgcommunity NREL's Energy Databus storing big energy data http:en.openei.orgcommunityblognrels-energy-databus-storing-big-energ...

  1. OpenEI Community - EERE

    Open Energy Info (EERE)

    more

    http:en.openei.orgcommunityblogdatapalooza-announcementscomments APIs Big Data Datapalooza EDI EERE Open Data OpenEI Energy Data Jam EERE - Energy Data...

  2. OpenEI Community - Datapalooza

    Open Energy Info (EERE)

    more

    http:en.openei.orgcommunityblogdatapalooza-announcementscomments APIs Big Data Datapalooza EDI EERE Open Data OpenEI Energy Data Jam EERE - Energy Data...

  3. OpenEI Community - EIA

    Open Energy Info (EERE)

    nizes-utility-rate-database-openei

    openei.orgcommunityfilesopeneieia.jpg"...

  4. urdb | OpenEI Community

    Open Energy Info (EERE)

    urdb Home Utility Rate Description: Group interested in making improvements to OpenEI's utility rate data, structure and user interface. Links: OpenEI utilities gateway urdb...

  5. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: csp land use Type Term Title Author Replies Last Post...

  6. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    Home > OpenEI Community Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: acres Type Term Title Author Replies Last Post sort...

  7. OpenEI search improvements | OpenEI Community

    Open Energy Info (EERE)

    tool or map file should be easier. OpenEI has many resources, too much for any one person to know and keep tabs on everything; so, I encourage you to use OpenEI search to find...

  8. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    New Result Formats on OpenEI Jweers 25 Mar 2013 - 12:22 Blog entry developer OpenEI maintenance March 8-9, 2013 Rmckeel 8 Mar 2013 - 14:23 Blog entry developer Current and...

  9. OpenEI API. Implementation help | OpenEI Community

    Open Energy Info (EERE)

    OpenEI API. Implementation help Home > Groups > Developer Hi Everyone, I am trying to determine the best way to consume the OpenEI utility rates and have come across the REST API....

  10. SEDS | OpenEI Community

    Open Energy Info (EERE)

    8 August, 2012 - 12:37 New Gapminder Visualizations Added EIA Energy data Gapminder OECD OpenEI SEDS Visualization Graph OpenEI now features some cool new Gapminder...

  11. Gapminder | OpenEI Community

    Open Energy Info (EERE)

    8 August, 2012 - 12:37 New Gapminder Visualizations Added EIA Energy data Gapminder OECD OpenEI SEDS Visualization Graph OpenEI now features some cool new Gapminder...

  12. OpenEI Community - wiki

    Open Energy Info (EERE)

    helpful information for OpenEI wiki authors

    Enabling developers to use energy web services on OpenEI, REEGLE.info, Data.gov and across the web. We help developers...

  13. wiki | OpenEI Community

    Open Energy Info (EERE)

    data, and helpful information for OpenEI wiki authors Enabling developers to use energy web services on OpenEI, REEGLE.info, Data.gov and across the web. We help developers find...

  14. FRED | OpenEI Community

    Open Energy Info (EERE)

    FRED Home > FRED > Posts by term > FRED Content Group Activity By term Q & A Feeds Term: OpenEI Type Term Title Author Replies Last Post sort icon Blog entry OpenEI Introducing...

  15. resources | OpenEI Community

    Open Energy Info (EERE)

    picture Submitted by Graham7781(2017) Super contributor 19 September, 2012 - 14:32 OpenEI part of the Federal Digital Strategy data Federal Digital Strategy OpenEI resources...

  16. Maintenance | OpenEI Community

    Open Energy Info (EERE)

    Maintenance Home Rmckeel's picture Submitted by Rmckeel(297) Contributor 8 March, 2013 - 14:23 OpenEI maintenance March 8-9, 2013 developer Maintenance OpenEI We would like to...

  17. author | OpenEI Community

    Open Energy Info (EERE)

    data, and helpful information for OpenEI wiki authors Enabling developers to use energy web services on OpenEI, REEGLE.info, Data.gov and across the web. We help developers find...

  18. OpenEI Community - statistics

    Open Energy Info (EERE)

    openei-dashboard

    openei.orgcommunityfilesimagecacheFeaturedblog-stats-bangalore.jpg" style"float:left;...

  19. checklist | OpenEI Community

    Open Energy Info (EERE)

    checklist Home Jweers's picture Submitted by Jweers(88) Contributor 12 March, 2012 - 14:40 Mockups of the Geothermal Checklist on OpenEI checklist geothermal mockups OpenEI...

  20. mockups | OpenEI Community

    Open Energy Info (EERE)

    mockups Home Jweers's picture Submitted by Jweers(88) Contributor 12 March, 2012 - 14:40 Mockups of the Geothermal Checklist on OpenEI checklist geothermal mockups OpenEI...

  1. OpenEI Community - formatting

    Open Energy Info (EERE)

    New Robust References http:en.openei.orgcommunityblognew-robust-references

    Check out theopenei.orgwikiForm:Reference">new Reference Form....

  2. geospatial | OpenEI Community

    Open Energy Info (EERE)

    geospatial Home Geospatial Description: Discuss and explore geospatial data available on OpenEI. geospatial GIS spatial analysis...

  3. OpenEI Contacts | OpenEI Community

    Open Energy Info (EERE)

    to improve efficiency and user experience. Contacts on OpenEI are designed to provide contact information for industry professionals or organization positions. Contact information...

  4. OpenEIS Algorithms

    Energy Science and Technology Software Center (OSTI)

    2013-07-29

    The OpenEIS Algorithm package seeks to provide a low-risk path for building owners, service providers and managers to explore analytical methods for improving building control and operational efficiency. Users of this software can analyze building data, and learn how commercial implementations would provide long-term value. The code also serves as a reference implementation for developers who wish to adapt the algorithms for use in commercial tools or service offerings.

  5. OpenEI and Linked Open Data

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    OpenEI and Linked Open Data OpenEI: Open Energy Information + LOD: Linked Open Data Kate Young Jon Weers April 25, 2013 2 Open Energy Information http:en.openei.org * 1,239,000+ ...

  6. Rmckeel's blog | OpenEI Community

    Open Energy Info (EERE)

    Contributor 31 August, 2012 - 12:54 Visualize energy APIs with a new OpenEI browser APIs Big Data cleanweb data OpenEI OpenEI has created a simple way to see energy APIs available...

  7. Water Power Forum | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Type Term Title Author Replies Last Post sort icon Blog entry OpenEI OpenEI launches new Water Power Gateway and Community Forum Graham7781 28 Mar 2013 - 15:16...

  8. Community is Live!! | OpenEI Community

    Open Energy Info (EERE)

    > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 25 June, 2012 - 16:10 imported OpenEI OpenEI Community section is now...

  9. Sfomail's blog | OpenEI Community

    Open Energy Info (EERE)

    recognizes utility rate database on OpenEI EIA OpenEI Utility Rates OpenEI and U.S. Energy Information Administration (EIA) Good news, everyone The U.S. Energy...

  10. OpenEI Community - Smartgrid.gov

    Open Energy Info (EERE)

    Quarterly Smart Grid Data available for download on OpenEI http:en.openei.orgcommunityblogquarterly-smart-grid-data-available-download-openei

  11. structured | OpenEI Community

    Open Energy Info (EERE)

    REEEP REEGLE structured tagging API Reegle and OpenEI share the vision that easy access to energy information will help drive future developments in clean energy development....

  12. OpenEI Community - LCOE

    Open Energy Info (EERE)

    Cost Breakdown Structure Draft http:en.openei.orgcommunitydocumentmhk-cost-breakdown-structure-draft

    The generalized Cost Breakdown Structure (CBS) for marine and...

  13. OpenEI Community - transmission

    Open Energy Info (EERE)

    p> http:en.openei.orgcommunityblogwhat-do-you-know-about-gridcomments black out brown out bulk power system electricity grid future grid grid history security Smart Grid...

  14. OpenEI Community - energy

    Open Energy Info (EERE)

    a>

    http:en.openei.orgcommunityblogge-clean-energy-fuels-partner-expand-natural-gas-highwaycomments clean energy Clean Energy Fuels energy Environment Fuel GE Innovation...

  15. launch | OpenEI Community

    Open Energy Info (EERE)

    Apps for Vehicles Challenge has begun contest data fuel efficiency launch Obama Administration OpenEI Vehicles Data Challenge **Update: Visit the Apps for Vehicles page for all...

  16. OpenEI Community - roadmap

    Open Energy Info (EERE)

    Geothermal Regulatory Roadmap featured on NREL Now http:en.openei.orgcommunitybloggeothermal-regulatory-roadmap-featured-nrel-now

  17. legislation | OpenEI Community

    Open Energy Info (EERE)

    OpenEI President Obama President Obama recently signed into law the American Energy Manufacturing Technical Corrections Act, a piece of legislation that includes provisions that...

  18. webinar | OpenEI Community

    Open Energy Info (EERE)

    overview cleanweb hackathon resource webinar Today, Ian Kalin, a presidential innovation fellow, and the OpenEI team recorded an "energy resource" overview for developers of...

  19. resource | OpenEI Community

    Open Energy Info (EERE)

    overview cleanweb hackathon resource webinar Today, Ian Kalin, a presidential innovation fellow, and the OpenEI team recorded an "energy resource" overview for developers of...

  20. OpenEI Community - Colorado

    Open Energy Info (EERE)

    Colorado Meeting http:en.openei.orgcommunityblogcolorado-meeting

    Yesterday, we held a meeting with Colorado state agencies and geothemral developers to review the...

  1. OpenEI Community - GRC

    Open Energy Info (EERE)

    Geothermal NEPA Workshop at GRC http:en.openei.orgcommunitybloggeothermal-nepa-workshop-grc

    On Tuesday, October 2, the Geothermal Technology Office and the National...

  2. OpenEI Community - NEPA

    Open Energy Info (EERE)

    Geothermal NEPA Workshop at GRC http:en.openei.orgcommunitybloggeothermal-nepa-workshop-grc

    On Tuesday, October 2, the Geothermal Technology Office and the National...

  3. OpenEI Community - GRR

    Open Energy Info (EERE)

    Geothermal NEPA Workshop at GRC http:en.openei.orgcommunitybloggeothermal-nepa-workshop-grc

    On Tuesday, October 2, the Geothermal Technology Office and the National...

  4. OpenEI Community - Database

    Open Energy Info (EERE)

    Announcing New Utility Rate Database and API Features http:en.openei.orgcommunityblogannouncing-new-utility-rate-database-and-api-features

    NREL, in collaboration with...

  5. OpenEI Community - Texas

    Open Energy Info (EERE)

    Texas Legal Review http:en.openei.orgcommunityblogtexas-legal-review

    The NREL roadmap team recently met with our legal team Brownstein Hyatt Farber and Schreck...

  6. OpenEI Community - contest

    Open Energy Info (EERE)

    by Example with Green Button, American Energy Data Challenge contest 4 http:en.openei.orgcommunityblogdoe-leading-example-green-button-american-energy-data-challenge-contest-...

  7. OpenEI Community - fuel efficiency

    Open Energy Info (EERE)

    en.openei.orgcommunityblogapps-vehicles-challenge-has-beguncomments contest data fuel efficiency launch Obama Administration OpenEI Vehicles Data Challenge Thu, 13 Dec 2012...

  8. OpenEI Community - United States

    Open Energy Info (EERE)

    prepare for Hurricane Sandy http:en.openei.orgcommunityblogeast-coast-utilities-prepare-hurricane-sandy

    openei.orgcommunityfilesimagecache...

  9. OpenEI API listing | OpenEI Community

    Open Energy Info (EERE)

    strategy conversation just this week, and we spoke somewhat indirectly about a list of energy APIs on OpenEI. We have the Energy Hackathon Resource page, but I want to draw energy...

  10. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: Big Data Type Term Title Author Replies Last Post sort icon Blog entry Big Data How...

  11. Visualizing OpenEI Data | OpenEI Community

    Open Energy Info (EERE)

    front page? There are several online tools that make organizing and visualizing data free and easy. OpenEI uses Google to visualize data in scatterplots, bar charts, and in the...

  12. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Community Central Home > Groups Content Group Activity By term Q & A Feeds Share your own status updates, and follow the updates & activities of others by creating your own...

  13. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    Central > Posts by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: cleantech forum Type Term Title Author Replies Last Post sort icon Blog...

  14. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    content Type Term Title Author Replies Last Post sort icon Blog entry content How to create formatted blocks to hold OpenEI wiki content Rmckeel 25 Jun 2013 - 07:39...

  15. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: climate change Type Term Title Author Replies Last Post sort icon Blog entry climate change U.S....

  16. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    by term > OpenEI Community Central Content Group Activity By term Q & A Feeds Term: biofuel art Type Term Title Author Replies Last Post sort icon Blog entry biofuel art Public...

  17. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    in order to post into this group. Recent content OpenEI Contacts The Upshot and Innovation of the Green Button Initiative White House Mapathon Progress DOE Leading by Example...

  18. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    Releases New Wind Vision Report Dc 13 Mar 2015 - 12:05 Blog entry DOE OpenEI Showcased in Geothermal Exploration Best Practices Workshop Graham7781 26 Apr 2013 - 11:05 Blog entry...

  19. OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    open up and share its data through an application that became known as OpenEI (short for Open Energy ... Groups Menu You must login in order to post into this group. Groups Menu...

  20. OpenEI Community - Fauna

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Wed, 05 Sep 2012 04:36:43 +0000 Kyoung 488...

  1. OpenEI Community - FWS

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Wed, 05 Sep 2012 04:36:43 +0000 Kyoung 488...

  2. OpenEI Community - Flora

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Wed, 05 Sep 2012 04:36:43 +0000 Kyoung 488...

  3. download | OpenEI Community

    Open Energy Info (EERE)

    download Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 15 March, 2013 - 10:23 Quarterly Smart Grid Data available for download on OpenEI data download...

  4. quarterly | OpenEI Community

    Open Energy Info (EERE)

    quarterly Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 15 March, 2013 - 10:23 Quarterly Smart Grid Data available for download on OpenEI data download...

  5. Smartgrid | OpenEI Community

    Open Energy Info (EERE)

    Graham7781(2017) Super contributor 16 January, 2013 - 11:09 SDG&E Customers Can Connect Home Area Network Devices With Smart Meters OpenEI San Diego Gas and Electric Smart Meters...

  6. APIs | OpenEI Community

    Open Energy Info (EERE)

    by Ianjkalin(84) Contributor 23 September, 2012 - 15:52 Datapalooza Announcements APIs Big Data Datapalooza EDI EERE Open Data OpenEI New data has been liberated Rmckeel's...

  7. Tool | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 26 June, 2013 - 09:17 NREL's Energy Databus storing big energy data campus databus energy meter data NREL OpenEI Tool The Energy Databus began...

  8. NREL | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 26 June, 2013 - 09:17 NREL's Energy Databus storing big energy data campus databus energy meter data NREL OpenEI Tool The Energy Databus began...

  9. EDI | OpenEI Community

    Open Energy Info (EERE)

    by Ianjkalin(84) Contributor 23 September, 2012 - 15:52 Datapalooza Announcements APIs Big Data Datapalooza EDI EERE Open Data OpenEI New data has been liberated Energy Data...

  10. Datapalooza | OpenEI Community

    Open Energy Info (EERE)

    by Ianjkalin(84) Contributor 23 September, 2012 - 15:52 Datapalooza Announcements APIs Big Data Datapalooza EDI EERE Open Data OpenEI New data has been liberated Energy Data...

  11. EERE | OpenEI Community

    Open Energy Info (EERE)

    picture Submitted by Ianjkalin(84) Contributor 23 September, 2012 - 15:52 Datapalooza Announcements APIs Big Data Datapalooza EDI EERE Open Data OpenEI New data has been liberated...

  12. databus | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 26 June, 2013 - 09:17 NREL's Energy Databus storing big energy data campus databus energy meter data NREL OpenEI Tool The Energy Databus began...

  13. campus | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 26 June, 2013 - 09:17 NREL's Energy Databus storing big energy data campus databus energy meter data NREL OpenEI Tool The Energy Databus began...

  14. FRED | OpenEI Community

    Open Energy Info (EERE)

    FRED > Posts by term Content Group Activity By term Q & A Feeds FRED (1) FRED+free energy database (1) Free Energy Data (1) Map (1) OpenEI (1) Tool (1) Visualization (1) Groups...

  15. FRED | OpenEI Community

    Open Energy Info (EERE)

    Enabling Unique Visualization and Manipulation of Energy Data at Multiple Scales FRED Free Energy Data Map OpenEI Tool Visualization The U.S. Department of Energy, the Pacific...

  16. Map | OpenEI Community

    Open Energy Info (EERE)

    Enabling Unique Visualization and Manipulation of Energy Data at Multiple Scales FRED Free Energy Data Map OpenEI Tool Visualization The U.S. Department of Energy, the Pacific...

  17. Visualization | OpenEI Community

    Open Energy Info (EERE)

    Enabling Unique Visualization and Manipulation of Energy Data at Multiple Scales FRED Free Energy Data Map OpenEI Tool Visualization The U.S. Department of Energy, the Pacific...

  18. Welcome - OpenEI Datasets

    Open Energy Info (EERE)

    for a topic or click on a statistic to dive into our datasets. This is a featured section Placeholder OpenEI Datasets statistics 1.1k datasets 2 organizations 0 related items...

  19. OpenEI Community - regulatory

    Open Energy Info (EERE)

    Now http:en.openei.orgcommunitybloggeothermal-regulatory-roadmap-featured-nrel-now

    Navigating the complex system of federal and...

  20. EZFeed | OpenEI Community

    Open Energy Info (EERE)

    OpenEI that allows crowd-sourced data to be quality-controlled (approved) in a formal fashion. The incentive & policy (including EZFeed data) and utility rate sections use this...

  1. tcdb | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Graham7781(2017) Super contributor 2 August, 2012 - 13:30 The Transparent Cost Database (TCDB) advanced vehicles electric generation NREL OpenEI renewables tcdb This...

  2. renewables | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Graham7781(2017) Super contributor 2 August, 2012 - 13:30 The Transparent Cost Database (TCDB) advanced vehicles electric generation NREL OpenEI renewables tcdb This...

  3. GTO | OpenEI Community

    Open Energy Info (EERE)

    GTO OpenEI This week, Denver hosted the US DOE Geothermal Technologies Office (GTO) 2013 Peer Review. The purpose of the peer review is to offer geothermal stakeholders an...

  4. IRENA | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 11 February, 2013 - 15:18 IRENA launches global atlas of renewable energy potential data Global Atlas IRENA OpenEI Renewable Energy Solar...

  5. US | OpenEI Community

    Open Energy Info (EERE)

    cities CO2 emissions OpenEI suburbs US New research from the University of California-Berkeley shows that those who live in cities in the United States have significantly smaller...

  6. cities | OpenEI Community

    Open Energy Info (EERE)

    cities CO2 emissions OpenEI suburbs US New research from the University of California-Berkeley shows that those who live in cities in the United States have significantly smaller...

  7. suburbs | OpenEI Community

    Open Energy Info (EERE)

    cities CO2 emissions OpenEI suburbs US New research from the University of California-Berkeley shows that those who live in cities in the United States have significantly smaller...

  8. emissions | OpenEI Community

    Open Energy Info (EERE)

    cities CO2 emissions OpenEI suburbs US New research from the University of California-Berkeley shows that those who live in cities in the United States have significantly smaller...

  9. Developer | OpenEI Community

    Open Energy Info (EERE)

    Group links Cleanweb Energy Hackathon Resources Cleanweb International Cleanweb UK OpenEI web services NREL web services Groups Menu You must login in order to post into this...

  10. All | OpenEI Community

    Open Energy Info (EERE)

    All Home > All By term Q & A Term: acres Type Term Title Author Replies Last Post sort icon Blog entry acres Solar Land Use Data on OpenEI Sfomail 25 Jun 2013 - 12:10...

  11. All | OpenEI Community

    Open Energy Info (EERE)

    building load data Type Term Title Author Replies Last Post sort icon Blog entry building load data Commercial and Residential Hourly Load Data Now Available on OpenEI Sfomail 20...

  12. All | OpenEI Community

    Open Energy Info (EERE)

    building load Type Term Title Author Replies Last Post sort icon Blog entry building load Commercial and Residential Hourly Load Data Now Available on OpenEI Sfomail 20 9 Aug 2015...

  13. Developer | OpenEI Community

    Open Energy Info (EERE)

    EZFeed Type Term Title Author Replies Last Post sort icon Blog entry EZFeed Tip for working with approvals on OpenEI Rmckeel 2 25 Jun 2013 - 18:52...

  14. OpenEI Community - LOD

    Open Energy Info (EERE)

    D.C. to discuss the enormous potential of LOD in supporting the transition to a cleaner energy economy.

    openei.orgcommunitybloglod-workshop-wrap-court...

  15. GIS | OpenEI Community

    Open Energy Info (EERE)

    GIS keyword and include US and global energy data. Search solar, wind, biomass and wave energy resources. Do you have GIS data you would like to share? Please add it to OpenEI's...

  16. OpenEIS. Users Guide

    SciTech Connect (OSTI)

    Kim, Woohyun; Lutes, Robert G.; Katipamula, Srinivas; Haack, Jereme N.; Carpenter, Brandon J.; Akyol, Bora A.; Monson, Kyle E.; Allwardt, Craig H.; Kang, Timothy; Sharma, Poorva

    2015-02-28

    This document is a users guide for OpenEIS, a software code designed to provide standard methods for authoring, sharing, testing, using and improving algorithms for operational building energy efficiency.

  17. Swinerton | OpenEI Community

    Open Energy Info (EERE)

    2013 - 14:21 Swinerton Renewable Energy Awarded Contract to Construct and Operate 250 MWac K Road Moapa Solar Plant Marketwire OpenEI Renewable Energy Solar Swinerton utility...

  18. Marketwire | OpenEI Community

    Open Energy Info (EERE)

    2013 - 14:21 Swinerton Renewable Energy Awarded Contract to Construct and Operate 250 MWac K Road Moapa Solar Plant Marketwire OpenEI Renewable Energy Solar Swinerton utility...

  19. WPA | OpenEI Community

    Open Energy Info (EERE)

    WPA Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 30 January, 2013 - 10:55 Wind Powering America Guidebook officially launched on OpenEI guidebook...

  20. guidebook | OpenEI Community

    Open Energy Info (EERE)

    guidebook Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 30 January, 2013 - 10:55 Wind Powering America Guidebook officially launched on OpenEI guidebook...

  1. roadmap | OpenEI Community

    Open Energy Info (EERE)

    roadmap Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 5 August, 2013 - 13:18 Geothermal Regulatory Roadmap featured on NREL Now geothermal NREL OpenEI...

  2. community | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  3. OpenEI Community - Apps

    Open Energy Info (EERE)

    community 2013 Civic Hacking Day Ideas http:en.openei.orgcommunitydiscussion2013-civic-hacking-day-ideas

    The folks at Rally<...

  4. Event | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  5. code | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  6. OpenEI Community - community

    Open Energy Info (EERE)

    Civic Hacking http:en.openei.orgcommunityblognational-day-civic-hacking

    <...

  7. national | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  8. international | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  9. All | OpenEI Community

    Open Energy Info (EERE)

    Author Replies Last Post sort icon Blog entry APIs Datapalooza Announcements Ianjkalin 23 Sep 2012 - 15:52 Blog entry APIs Visualize energy APIs with a new OpenEI browser Rmckeel...

  10. OpenEI Community - notes

    Open Energy Info (EERE)

    more

    http:en.openei.orgcommunityblognotes-callcomments notes Linked Open Data Workshop in Washington, D.C. Fri, 28 Sep 2012 00:57:30 +0000 Jweers 521 at...

  11. OpenEI Community - planning

    Open Energy Info (EERE)

    coming soon

    http:en.openei.orgcommunityblogdetailed-planning-kickscomments planning Linked Open Data Workshop in Washington, D.C. Thu, 27 Sep 2012 13:53:37 +0000 Jweers...

  12. OpenEI Community - Event

    Open Energy Info (EERE)

    p> http:en.openei.orgcommunitydocumentlod-workshop-invitation-0comments Event linked open data LOD Open Data workshop Linked Open Data Workshop in Washington, D.C. Wed, 10...

  13. dataset | OpenEI Community

    Open Energy Info (EERE)

    data load data load profile OpenEI residential load TMY3 United States Load data Image source: NREL Files: applicationzip icon System Advisor Model Tool for Downloading Load Data...

  14. datasets | OpenEI Community

    Open Energy Info (EERE)

    data load data load profile OpenEI residential load TMY3 United States Load data Image source: NREL Files: applicationzip icon System Advisor Model Tool for Downloading Load Data...

  15. OpenEI Community - cleanweb

    Open Energy Info (EERE)

    communityblogenergy-api-and-dataset-overview

    Today, Ian Kalin, a presidential innovation fellow, and the OpenEI team recorded an "energy resource" overview for developers of...

  16. Developer | OpenEI Community

    Open Energy Info (EERE)

    APIs Type Term Title Author Replies Last Post sort icon Blog entry APIs Visualize energy APIs with a new OpenEI browser Rmckeel 31 Aug 2012 - 12:54...

  17. Developer | OpenEI Community

    Open Energy Info (EERE)

    data Type Term Title Author Replies Last Post sort icon Blog entry data Visualize energy APIs with a new OpenEI browser Rmckeel 31 Aug 2012 - 12:54...

  18. OpenEI Community - bug

    Open Energy Info (EERE)

    Ghost" entries http:en.openei.orgcommunitydiscussionghost-entries

    There is an issue that Illinois State University has come across. From Nick B:

  19. OpenEI Community - feedback

    Open Energy Info (EERE)

    Geothermal Stakeholder Feedback on the GRR http:en.openei.orgcommunitybloggeothermal-stakeholder-feedback-grr

    As we head into the holiday season, we thought we'd share with...

  20. OpenEI Community - API

    Open Energy Info (EERE)

    API is now deprecated http:en.openei.orgcommunityblogutility-rate-database-version-1-api-now-deprecated

    There comes a time in every API version's lifecycle when it needs to...

  1. OpenEI Community - Google

    Open Energy Info (EERE)

    communityblogtop-innovation-ideas-new-york-energy-data-jamcomments EDI Google Innovation Open Data OpenEI Energy Data Jam Sat, 14 Jul 2012 19:05:59 +0000 Ianjkalin...

  2. Google | OpenEI Community

    Open Energy Info (EERE)

    Home Ianjkalin's picture Submitted by Ianjkalin(84) Contributor 14 July, 2012 - 12:05 Top Innovation Ideas from the New York Energy Data Jam EDI Google Innovation Open Data OpenEI...

  3. OpenEI Community - Instructional video + video + GRR + presentations

    Open Energy Info (EERE)

    Informational Presentations http:en.openei.orgcommunitybloggrr-informational-presentations

    openei.orgcommunityfilesimagecacheFeatured...

  4. Energy Data Jam | OpenEI Community

    Open Energy Info (EERE)

    Replies Last Post sort icon Blog entry OpenEI IRENA launches global atlas of renewable energy potential Graham7781 11 Feb 2013 - 15:18 Blog entry OpenEI Datapalooza Announcements...

  5. Visualization Graph | OpenEI Community

    Open Energy Info (EERE)

    8 August, 2012 - 12:37 New Gapminder Visualizations Added EIA Energy data Gapminder OECD OpenEI SEDS Visualization Graph OpenEI now features some cool new Gapminder...

  6. Energy Datapalooza Community | OpenEI Community

    Open Energy Info (EERE)

    Term Title Author Replies Last Post sort icon Blog entry OpenEI IRENA launches global atlas of renewable energy potential Graham7781 11 Feb 2013 - 16:18 Blog entry OpenEI...

  7. About OpenEI | Open Energy Information

    Open Energy Info (EERE)

    About OpenEI Jump to: navigation, search Introduction OpenEI is growing into a global leader in the energy data realm - specifically analyses on renewable energy and energy...

  8. OpenEI Community - power user

    Open Energy Info (EERE)

    helpful information for OpenEI wiki authors

    Enabling developers to use energy web services on OpenEI, REEGLE.info, Data.gov and across the web. We help developers...

  9. OpenEI Community - web services

    Open Energy Info (EERE)

    more

    http:en.openei.orgcommunityblogopenei-api-listingcomments developer web services Developer Fri, 29 Jun 2012 16:30:21 +0000 Rmckeel 59 at http:en.openei.org...

  10. web services | OpenEI Community

    Open Energy Info (EERE)

    web services Home Rmckeel's picture Submitted by Rmckeel(297) Contributor 29 June, 2012 - 09:30 OpenEI API listing developer web services We had an internal OpenEI strategy...

  11. power user | OpenEI Community

    Open Energy Info (EERE)

    data, and helpful information for OpenEI wiki authors Enabling developers to use energy web services on OpenEI, REEGLE.info, Data.gov and across the web. We help developers find...

  12. power point | OpenEI Community

    Open Energy Info (EERE)

    power point Home Jweers's picture Submitted by Jweers(88) Contributor 12 March, 2012 - 14:40 Mockups of the Geothermal Checklist on OpenEI checklist geothermal mockups OpenEI...

  13. Jayhuggins's blog | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Jayhuggins(34) Member 2 October, 2012 - 15:59 OpenEI DownloadUpload Automation Scripts I've created a set of scripts for automating downloading a list of OpenEI...

  14. OpenEI Community - clean energy

    Open Energy Info (EERE)

    +0000 Dc 1057 at http:en.openei.orgcommunity GE, Clean Energy Fuels Partner to Expand Natural Gas Highway http:en.openei.orgcommunityblogge-clean-energy-fuels-partner-expa...

  15. MediaWiki API

    Open Energy Info (EERE)

    IDs to work on Separate values with '|' Maximum number of values 50 (500 for bots) prop - Which properties to get for the titlesrevisionspageids. Module help is available...

  16. Questions about OpenEI? | OpenEI Community

    Open Energy Info (EERE)

    posts NickL OpenEI Contacts Posted: 5 Oct 2015 - 14:19 by NickL NickL The Upshot and Innovation of the Green Button Initiative Posted: 22 Jul 2015 - 15:16 by NickL 1 of 206 ...

  17. Visualize energy APIs with a new OpenEI browser | OpenEI Community

    Open Energy Info (EERE)

    Rmckeel's picture Submitted by Rmckeel(297) Contributor 31 August, 2012 - 12:54 APIs Big Data cleanweb data OpenEI OpenEI has created a simple way to see energy APIs available...

  18. Solar Land Use Data on OpenEI | OpenEI Community

    Open Energy Info (EERE)

    Solar Land Use Data on OpenEI Home > Groups > OpenEI Community Central Sfomail's picture Submitted by Sfomail(48) Member 25 June, 2013 - 12:10 acres csp land use how much land land...

  19. OpenEI Building Social Media Networks | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Building Social Media Networks Home > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 16 February, 2010 - 14:44...

  20. Recent content in OpenEI Community Central | OpenEI Community

    Open Energy Info (EERE)

    Energy Economy: Presentation Graham7781 11 Feb 2010 - 09:15 Blog entry OpenEI Building Social Media Networks Graham7781 16 Feb 2010 - 14:44 Blog entry NETL Engineer Uses OpenEI...

  1. OpenEI maintenance March 8-9, 2013 | OpenEI Community

    Open Energy Info (EERE)

    OpenEI maintenance March 8-9, 2013 Home > Groups > Utility Rate Rmckeel's picture Submitted by Rmckeel(297) Contributor 8 March, 2013 - 14:23 developer Maintenance OpenEI We would...

  2. EIA officially recognizes utility rate database on OpenEI | OpenEI...

    Open Energy Info (EERE)

    17 May, 2013 - 12:42 EIA OpenEI Utility Rates OpenEI and U.S. Energy Information Administration (EIA) Good news, everyone The U.S. Energy Information Administration (EIA) now...

  3. Exploration Best Practices and the OpenEI Knowledge Exchange...

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    Exploration Best Practices and the OpenEI Knowledge Exchange Webinar Exploration Best Practices and the OpenEI Knowledge Exchange Webinar Exploration Best Practices and the OpenEI ...

  4. spatial analysis | OpenEI Community

    Open Energy Info (EERE)

    spatial analysis Home Geospatial Description: Discuss and explore geospatial data available on OpenEI. geospatial GIS spatial analysis Syndicate content...

  5. Town Hall Meeting | OpenEI Community

    Open Energy Info (EERE)

    introductions - name, company, potential icebreaker (what's your favorite analysis tool, programming language, energy sector..) 5 minutes OpenEI: what's new and coming soon 5...

  6. tagging API | OpenEI Community

    Open Energy Info (EERE)

    REEEP REEGLE structured tagging API Reegle and OpenEI share the vision that easy access to energy information will help drive future developments in clean energy development....

  7. OpenEI Community - Smart Grid

    Open Energy Info (EERE)

    p> http:en.openei.orgcommunityblogwhat-do-you-know-about-gridcomments black out brown out bulk power system electricity grid future grid grid history security Smart Grid...

  8. OpenEI Community - Section 7

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Geothermal Regulatory Roadmap Wed, 05 Sep...

  9. OpenEI and Linked Open Data

    Broader source: Energy.gov [DOE]

    OpenEI presentation by Jon Weers and Kate Young at the Geothermal Technologies Office 2013 Annual Peer Review in Colorado.

  10. Energy Systems Integration | OpenEI Community

    Open Energy Info (EERE)

    term Content Group Activity By term Q & A Feeds developer (1) ESI (1) Literature Review (5) Maintenance (1) MarketsIncentives (1) OpenEI (1)...

  11. Vehicles Data Challenge | OpenEI Community

    Open Energy Info (EERE)

    Apps for Vehicles Challenge has begun contest data fuel efficiency launch Obama Administration OpenEI Vehicles Data Challenge **Update: Visit the Apps for Vehicles page for all...

  12. fuel efficiency | OpenEI Community

    Open Energy Info (EERE)

    Apps for Vehicles Challenge has begun contest data fuel efficiency launch Obama Administration OpenEI Vehicles Data Challenge **Update: Visit the Apps for Vehicles page for all...

  13. OpenEI Community - Green Button

    Open Energy Info (EERE)

    by Example with Green Button, American Energy Data Challenge contest 4 http:en.openei.orgcommunityblogdoe-leading-example-green-button-american-energy-data-challenge-contest-...

  14. TMY3 | OpenEI Community

    Open Energy Info (EERE)

    profile OpenEI residential load TMY3 United States Load data Image source: NREL Files: applicationzip icon System Advisor Model Tool for Downloading Load Data Syndicate content...

  15. OpenEI Community - meetings + advisory group

    Open Energy Info (EERE)

    Thoughts after the Geothermal Regulatory Roadmap Advisory Meeting http:en.openei.orgcommunityblogthoughts-after-geothermal-regulatory-roadmap-advisory-meeting

    The most...

  16. OpenEI Community - version 3

    Open Energy Info (EERE)

    Announcing New Utility Rate Database and API Features http:en.openei.orgcommunityblogannouncing-new-utility-rate-database-and-api-features

    NREL, in collaboration with...

  17. OpenEI Community - 1031 regulations

    Open Energy Info (EERE)

    Colorado Meeting http:en.openei.orgcommunityblogcolorado-meeting

    Yesterday, we held a meeting with Colorado state agencies and geothemral developers to review the...

  18. OpenEI Community - Categorical Exclusions

    Open Energy Info (EERE)

    Geothermal NEPA Workshop at GRC http:en.openei.orgcommunitybloggeothermal-nepa-workshop-grc

    On Tuesday, October 2, the Geothermal Technology Office and the National...

  19. OpenEI International Sponsors and Partners | Open Energy Information

    Open Energy Info (EERE)

    with OpenEI. Below is a list of OpenEI sponsor organizations, partnerships and notable data consumers. Sponsors Department of Energy National Renewable Energy Laboratory Reegle...

  20. Current and historical incentive data available as XML! | OpenEI...

    Open Energy Info (EERE)

    historical): http:openei-cdn.s3.amazonaws.comhistoricalincentivesandpoliciesindex.html Latest OpenEI incentive and policy feed Latest OpenEI quantitative incentive and...

  1. OpenEIS. Developer Guide

    SciTech Connect (OSTI)

    Lutes, Robert G.; Neubauer, Casey C.; Haack, Jereme N.; Carpenter, Brandon J.; Monson, Kyle E.; Allwardt, Craig H.; Sharma, Poorva; Akyol, Bora A.

    2015-03-31

    The Department of Energy’s (DOE’s) Building Technologies Office (BTO) is supporting the development of an open-source software tool for analyzing building energy and operational data: OpenEIS (open energy information system). This tool addresses the problems of both owners of building data and developers of tools to analyze this data. Building owners and managers have data but lack the tools to analyze it while tool developers lack data in a common format to ease development of reusable data analysis tools. This document is intended for developers of applications and explains the mechanisms for building analysis applications, accessing data, and displaying data using a visualization from the included library. A brief introduction to the visualizations can be used as a jumping off point for developers familiar with JavaScript to produce their own. Several example applications are included which can be used along with this document to implement algorithms for performing energy data analysis.

  2. OpenEI Accelerates the Clean Energy Economy: Presentation | OpenEI...

    Open Energy Info (EERE)

    The National Renewable Energy Laboratory's Alison Wise highlighted OpenEI's Clean Energy Economy Gateway in her presentation, "The Clean Energy Landscape: Linking Cyberspace with...

  3. National Labs Use OpenEI to Showcase Capabilities | OpenEI Community

    Open Energy Info (EERE)

    for example, use OpenEI pages to describe their R&D programs, including work on nuclear energy, biofuels, geothermal energy, and more. The National Energy Technology...

  4. NETL Engineer Uses OpenEI to Publicize Energy R&D | OpenEI Community

    Open Energy Info (EERE)

    several of its R&D areas: National Energy Technology Laboratory Chemical Looping Energy Storage Compressed Air Energy Storage Pumped Hydro His experimentation with OpenEI...

  5. OpenEI Community - Section 12

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Wed, 05 Sep 2012 04:36:43 +0000 Kyoung 488...

  6. OpenEI Community - Fish and Wildlife

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Wed, 05 Sep 2012 04:36:43 +0000 Kyoung 488...

  7. OpenEI Community - endangered species

    Open Energy Info (EERE)

    http:en.openei.orgcommunityblogidaho-meeting-2comments endangered species Fauna Fish and Wildlife Flora FWS Section 12 Section 7 Wed, 05 Sep 2012 04:36:43 +0000 Kyoung 488...

  8. "Ghost" entries | OpenEI Community

    Open Energy Info (EERE)

    that we will test soon. Thanks for submitting these issues to us - it really helps us stay on top of OpenEI issues, because we cannot always be the first to discover issues...

  9. OpenEI Community - Sunshot Initiative

    Open Energy Info (EERE)

    in San Francisco. To register and learn more about the event click here

    http:en.openei.orgcommunityblog...

  10. Town Hall meeting | OpenEI Community

    Open Energy Info (EERE)

    picture Submitted by Graham7781(2017) Super contributor 16 November, 2012 - 11:23 LEDS the focus of Monday's 10 a.m. Town Hall Meeting LEDS Town Hall meeting What: OpenEI's...

  11. Smartgrid.gov | OpenEI Community

    Open Energy Info (EERE)

    Smartgrid.gov Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 15 March, 2013 - 10:23 Quarterly Smart Grid Data available for download on OpenEI data...

  12. Energy Datapalooza Community | OpenEI Community

    Open Energy Info (EERE)

    Posted by: Ianjkalin 23 Sep 2012 - 15:52 New data has been liberated Tags: APIs, Big Data, Datapalooza, EDI, EERE, Open Data, OpenEI Group links Energy Datapalooza Fact...

  13. meter data | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 26 June, 2013 - 09:17 NREL's Energy Databus storing big energy data campus databus energy meter data NREL OpenEI Tool The Energy Databus began...

  14. Energy Data Jam | OpenEI Community

    Open Energy Info (EERE)

    Posted by: Ianjkalin 23 Sep 2012 - 15:52 New data has been liberated Tags: APIs, Big Data, Datapalooza, EDI, EERE, Open Data, OpenEI Ianjkalin Top Innovation Ideas from...

  15. building load | OpenEI Community

    Open Energy Info (EERE)

    building load Home Sfomail's picture Submitted by Sfomail(48) Member 17 May, 2013 - 13:03 Commercial and Residential Hourly Load Data Now Available on OpenEI building load...

  16. OpenEI Community - energy data + forecasting

    Open Energy Info (EERE)

  17. Sfederspiel's blog | OpenEI Community

    Open Energy Info (EERE)

    Enabling Unique Visualization and Manipulation of Energy Data at Multiple Scales FRED Free Energy Data Map OpenEI Tool Visualization The U.S. Department of Energy, the Pacific...

  18. energy data + forecasting | OpenEI Community

    Open Energy Info (EERE)

    energy data + forecasting Home FRED Description: Free Energy Database Tool on OpenEI This is an open source platform for assisting energy decision makers and policy makers in...

  19. OpenEI Community - Open Data

    Open Energy Info (EERE)

    interface (API), or just simply new. A quick glance at sites like Data.gov or science.gov demonstrate that the U.S.

    openei.orgcommunityblog...

  20. Bioenergy Documentary | OpenEI Community

    Open Energy Info (EERE)

    Bioenergy Documentary Home > Groups > OpenEI Community Central WikiSysop's picture Submitted by WikiSysop(15) Member 1 September, 2014 - 17:34 Bioenergy: America's Energy Future is...

  1. electric generation | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Graham7781(2017) Super contributor 2 August, 2012 - 13:30 The Transparent Cost Database (TCDB) advanced vehicles electric generation NREL OpenEI renewables tcdb This...

  2. advanced vehicles | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Graham7781(2017) Super contributor 2 August, 2012 - 13:30 The Transparent Cost Database (TCDB) advanced vehicles electric generation NREL OpenEI renewables tcdb This...

  3. Utility Rate | OpenEI Community

    Open Energy Info (EERE)

    on OpenEI Sfomail 20 9 Aug 2015 - 14:46 Blog entry data IRENA launches global atlas of renewable energy potential Graham7781 11 Feb 2013 - 15:18 Groups Menu You must...

  4. CO2 | OpenEI Community

    Open Energy Info (EERE)

    cities CO2 emissions OpenEI suburbs US New research from the University of California-Berkeley shows that those who live in cities in the United States have significantly smaller...

  5. Federal Digital Strategy | OpenEI Community

    Open Energy Info (EERE)

    Federal Digital Strategy Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 19 September, 2012 - 14:32 OpenEI part of the Federal Digital Strategy data...

  6. OpenEI Community - Solar Power

    Open Energy Info (EERE)

    taxonomyterm1950 en RFP154855 - A Local Community Solar Program for the City of Palo Alto http:en.openei.orgcommunitydocumentrfp154855-local-community-solar-program-city-pa...

  7. Energy Systems Integration | OpenEI Community

    Open Energy Info (EERE)

    live OpenEI maintenance March 8-9, 2013 Research topics related to ESI Prospects for Nuclear Power(Davis 2012) A Framework for the Optimization of Integrated Energy Systems(Jain...

  8. OpenEI Dashboard | Open Energy Information

    Open Energy Info (EERE)

    Deployment System (SEDS) OpenEI contributors in the last week 89 authors modified 367 articles 10 most active contributors Henpup (120) Jmcall25 (87) Kyoung (26) Taylorcurtis (23)...

  9. OpenEI Community - SOTU + Energy data

    Open Energy Info (EERE)

    Highlights from the 2013 State of the Union http:en.openei.orgcommunityblogenergy-highlights-2013-state-union

  10. geospatial data | OpenEI Community

    Open Energy Info (EERE)

    geospatial data Home NickL's picture Submitted by NickL(137) Contributor 25 June, 2012 - 21:45 GIS keyword geospatial data GIS GIS data Explore the geospatial datasets in OpenEI's...

  11. load data | OpenEI Community

    Open Energy Info (EERE)

    load data Home Sfomail's picture Submitted by Sfomail(48) Member 17 May, 2013 - 12:03 Commercial and Residential Hourly Load Data Now Available on OpenEI building load building...

  12. electric load data | OpenEI Community

    Open Energy Info (EERE)

    electric load data Home Sfomail's picture Submitted by Sfomail(48) Member 17 May, 2013 - 12:03 Commercial and Residential Hourly Load Data Now Available on OpenEI building load...

  13. GIS data | OpenEI Community

    Open Energy Info (EERE)

    GIS data Home NickL's picture Submitted by NickL(137) Contributor 25 June, 2012 - 21:45 GIS keyword geospatial data GIS GIS data Explore the geospatial datasets in OpenEI's...

  14. building load data | OpenEI Community

    Open Energy Info (EERE)

    building load data Home Sfomail's picture Submitted by Sfomail(48) Member 17 May, 2013 - 12:03 Commercial and Residential Hourly Load Data Now Available on OpenEI building load...

  15. land requirements | OpenEI Community

    Open Energy Info (EERE)

    land requirements Home Sfomail's picture Submitted by Sfomail(48) Member 25 June, 2013 - 12:10 Solar Land Use Data on OpenEI acres csp land use how much land land requirements pv...

  16. how much land | OpenEI Community

    Open Energy Info (EERE)

    how much land Home Sfomail's picture Submitted by Sfomail(48) Member 25 June, 2013 - 12:10 Solar Land Use Data on OpenEI acres csp land use how much land land requirements pv land...

  17. csp land use | OpenEI Community

    Open Energy Info (EERE)

    csp land use Home Sfomail's picture Submitted by Sfomail(48) Member 25 June, 2013 - 12:10 Solar Land Use Data on OpenEI acres csp land use how much land land requirements pv land...

  18. Energy Systems Integration | OpenEI Community

    Open Energy Info (EERE)

    login in order to post into this group. Recent content iiESI.org is live OpenEI maintenance March 8-9, 2013 Research topics related to ESI Prospects for Nuclear Power(Davis...

  19. Energy Systems Integration | OpenEI Community

    Open Energy Info (EERE)

    term > Energy Systems Integration Content Group Activity By term Q & A Feeds Term: Maintenance Type Term Title Author Replies Last Post sort icon Blog entry Maintenance OpenEI...

  20. Energy Systems Integration | OpenEI Community

    Open Energy Info (EERE)

    Type Term Title Author Replies Last Post sort icon Blog entry developer OpenEI maintenance March 8-9, 2013 Rmckeel 8 Mar 2013 - 14:23 Groups Menu You must login in order to...

  1. Sunshot Initiative | OpenEI Community

    Open Energy Info (EERE)

    contributor 21 February, 2013 - 15:32 Energy Secretary Steven Chu to host DOE's first google hangout at 2 EST DOE energy secretary google hangout OpenEI Solar Power Steven Chu...

  2. web service | OpenEI Community

    Open Energy Info (EERE)

    web service Home Sfomail's picture Submitted by Sfomail(48) Member 17 May, 2013 - 11:14 Utility Rates API Version 2 is Live API developer OpenEI update utility Utility Companies...

  3. Adding International Rates | OpenEI Community

    Open Energy Info (EERE)

    is this possible ? Submitted by Simonberry on 17 March, 2014 - 06:24 1 answer Points: 0 Hello, I provide user support for SAM and was asked by the OpenEI team to post a response to...

  4. FRED Overview Slides | OpenEI Community

    Open Energy Info (EERE)

    hybrid power plants? Login to post comments NickL NickL2 years 39 weeks ago Wind Data Hello- There are various types of wind data available. These can be searched for on OpenEI...

  5. Geocoded Data | OpenEI Community

    Open Energy Info (EERE)

    Geocoded Data Home > Groups > OpenEI Community Central Hello there open energy community Thank you for the openness in letting me join :) I was searching the open source data...

  6. Energy API Browser | OpenEI

    Open Energy Info (EERE)

    of interest to center. Selected API information will be displayed below. Alternatively, you can download a CSV with this API data. Last reviewed on 08.23.2013 Powered by OpenEI...

  7. User Manuals | OpenEI Community

    Open Energy Info (EERE)

    just go back to that page and upload a new revision of it - the latest will be the linked-to version. I think the http:en.openei.orgservices and documentation page could be...

  8. Energy Systems Integration | OpenEI Community

    Open Energy Info (EERE)

    is live OpenEI maintenance March 8-9, 2013 Research topics related to ESI Prospects for Nuclear Power(Davis 2012) A Framework for the Optimization of Integrated Energy...

  9. commercial load | OpenEI Community

    Open Energy Info (EERE)

    data load data load profile OpenEI residential load TMY3 United States Load data Image source: NREL Files: applicationzip icon System Advisor Model Tool for Downloading Load Data...

  10. residential load | OpenEI Community

    Open Energy Info (EERE)

    data load data load profile OpenEI residential load TMY3 United States Load data Image source: NREL Files: applicationzip icon System Advisor Model Tool for Downloading Load Data...

  11. load profile | OpenEI Community

    Open Energy Info (EERE)

    data load data load profile OpenEI residential load TMY3 United States Load data Image source: NREL Files: applicationzip icon System Advisor Model Tool for Downloading Load Data...

  12. Water power | OpenEI Community

    Open Energy Info (EERE)

    Water power Home Graham7781's picture Submitted by Graham7781(2017) Super contributor 28 March, 2013 - 15:16 OpenEI launches new Water Power Gateway and Community Forum community...

  13. Openei test page | Open Energy Information

    Open Energy Info (EERE)

    Openei test page Jump to: navigation, search Net value of PV generation under various rate structures and penetration levels for a(n) FullServiceRestaurant in Flagstaff,AZ (Salt...

  14. OpenEI Community - power plant

    Open Energy Info (EERE)

    Desert Sunlight goes online http:en.openei.orgcommunityblogdesert-sunlight-goes-online

    Dedicated on Monday, this new 550 MW PV Solar Plant in Southern California is the...

  15. OpenEI Community - Illinois State University

    Open Energy Info (EERE)

    Manuals http:en.openei.orgcommunitydiscussionuser-manuals

    We have a beta version of two user manuals ready and we were wondering if it might be appropriate to...

  16. OpenEI Community - Town Hall meeting

    Open Energy Info (EERE)

    st, 2012 http:en.openei.orgcommunityblogtown-hall-meeting-october-1st-2012

  17. OpenEI Community - Utah + workshop + GRR

    Open Energy Info (EERE)

    Utah Meeting 1 http:en.openei.orgcommunityblogutah-meeting-1

    On Thursday, September 6, we met in Salt Lake City with Utah state agencies to review geothermal permitting...

  18. Utility Rate | OpenEI Community

    Open Energy Info (EERE)

    commercial load Type Term Title Author Replies Last Post sort icon Blog entry commercial load Commercial and Residential Hourly Load Data Now Available on OpenEI Sfomail 20 9 Aug...

  19. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    OpenEI logo horizontal name 1 color.png Share knowledge. Search buildings geothermal hydrogen smart grid solar utilities water wind OpenEI Wiki Linked energy information on...

  20. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    Main Page Jump to: navigation, search OpenEI logo horizontal name 1 color.png Share knowledge. Search buildings geothermal hydrogen smart grid solar utilities water wind OpenEI...

  1. Energy Data Initiative (EDI) | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Commercial and Residential Hourly Load Data Now Available on OpenEI 2013 Civic Hacking Day Ideas For those looking to advance o... more Group members (12) Managers:...

  2. Energy Data Initiative (EDI) - Q & A | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Commercial and Residential Hourly Load Data Now Available on OpenEI 2013 Civic Hacking Day Ideas For those looking to advance o... more Group members (12) Managers:...

  3. The Administration's "North Stars" for Energy | OpenEI Community

    Open Energy Info (EERE)

    OpenEI Commercial and Residential Hourly Load Data Now Available on OpenEI 2013 Civic Hacking Day Ideas For those looking to advance o... more Group members (12) Managers:...

  4. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    SPARQL SPARQL OpenEI's SPARQL endpoint is accessible at sparql Sample SPARQL queries are available at resource...

  5. How do I add tariffs into the OpenEI database | OpenEI Community

    Open Energy Info (EERE)

    database Home > Groups > Utility Rate Greetings: I am in Arizona APS territory where demand based residential tariffs are comming. I see NREL-SAM uses OpenEI as its database for...

  6. How can I invite users to join an OpenEI community group? | OpenEI...

    Open Energy Info (EERE)

    Group Menu. Then you can invite that user by username "bsmith123". Don't know if the person has an OpenEI account, or not sure what that person's uesername is? You can send them...

  7. How do I add tariffs into the OpenEI database | OpenEI Community

    Open Energy Info (EERE)

    in Arizona APS territory where demand based residential tariffs are comming. I see NREL-SAM uses OpenEI as its database for tariffs. I see some tariffs missing in the database...

  8. New Result Formats on OpenEI | OpenEI Community

    Open Energy Info (EERE)

    planning programs). Unlike their predecessors, these maps are rendered using javascript, so they are mobile friendly and will show up on all iOS devices. Groups: OpenEI...

  9. OpenEI part of the Federal Digital Strategy | OpenEI Community

    Open Energy Info (EERE)

    OpenEI part of the Federal Digital Strategy Home > Blogs > Graham7781's blog Graham7781's picture Submitted by Graham7781(2017) Super contributor 19 September, 2012 - 14:32 data...

  10. Lighting Electricity Rates on OpenEI | OpenEI Community

    Open Energy Info (EERE)

    Lighting Electricity Rates on OpenEI Home > Groups > Utility Rate Sfomail's picture Submitted by Sfomail(48) Member 31 May, 2013 - 12:04 API Utility Rates I'm pleased to announce...

  11. Making OpenEI Maps - It Really Is That Easy | OpenEI Community

    Open Energy Info (EERE)

    their code and modify it for your own purposes. It's one of the great advantages of an open format. Groups: OpenEI Community Central Graham7781's blog Latest blog...

  12. Secret Energy Savings | OpenEI Community

    Open Energy Info (EERE)

    posts NickL OpenEI Contacts Posted: 5 Oct 2015 - 14:19 by NickL NickL The Upshot and Innovation of the Green Button Initiative Posted: 22 Jul 2015 - 15:16 by NickL 1 of 206 ...

  13. Increasing ask query limit | OpenEI Community

    Open Energy Info (EERE)

    via json. For example, this query only returns two entries: http:en.openei.orgservicesrestutilityrates?versionlatest&formatjsonplain&offset9998&limit30&detailb...

  14. Wanted: Global Clean Energy Partners | OpenEI Community

    Open Energy Info (EERE)

    Super contributor 24 February, 2010 - 13:51 imported OpenEI Global climate change. Global sustainability. Global economic development. There's no doubt about it-if the...

  15. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    Search buildings geothermal hydrogen smart grid solar utilities water wind OpenEI Wiki Linked energy information on hundreds of topics crowdsourced from industry and government...

  16. Geothermal Stakeholder Feedback on the GRR | OpenEI Community

    Open Energy Info (EERE)

    developers in the state, allowing direct revisions to flowcharts from agencies, and learning more about providing data via websites like OpenEI." (agency) "The state meeting...

  17. Learning from Semantic Interactions

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Learning from Semantic Interactions Most machine learning tools used in geospatial mapping can only learn from labels. Learning from Semantic Interactions LANL's new machine learning tools can learn from semantic user interactions to produce more accurate mappings Point of Contact: Reid Porter, ISR Division, 665-7508, rporter@lanl.gov Current Phase - LDRD: * Develop theory and algorithms for tools and demonstrate impact in image analysis applications in materials microscopy. Phase 2 - Geospatial

  18. Learning from Semantic Interactions

    Broader source: All U.S. Department of Energy (DOE) Office Webpages (Extended Search)

    Learning from Semantic Interactions Most machine learning tools used in geospatial mapping ... Phase 2 - Geospatial Applications: * Identify collaborators, data and problems in the ...

  19. How can I query data on OpenEI and generate a map? | OpenEI Community

    Open Energy Info (EERE)

    How can I query data on OpenEI and generate a map? Home > Groups > Developer I'd like to have an Ask or SPARQL query display as a map in the OpenEI wiki section. What are the...

  20. San Diego Gas and Electric | OpenEI Community

    Open Energy Info (EERE)

    Graham7781(2017) Super contributor 16 January, 2013 - 11:09 SDG&E Customers Can Connect Home Area Network Devices With Smart Meters OpenEI San Diego Gas and Electric Smart Meters...

  1. EERE - Energy Data Initiative | OpenEI Community

    Open Energy Info (EERE)

    EERE - Energy Data Initiative > Posts by term Content Group Activity By term Q & A Feeds APIs (1) Big Data (1) Datapalooza (1) EDI (1) EERE (1) Open Data (1) OpenEI (1)...

  2. EERE - Energy Data Initiative | OpenEI Community

    Open Energy Info (EERE)

    Posted by: Ianjkalin 23 Sep 2012 - 15:52 New data has been liberated Tags: APIs, Big Data, Datapalooza, EDI, EERE, Open Data, OpenEI Ianjkalin Initial Takeaways from the...

  3. OpenEI Community - FRED+free energy database

    Open Energy Info (EERE)

    p> http:en.openei.orgcommunitydiscussionhi-fred-team-welcome-our-community-areacomments FRED+free energy database FRED Fri, 22 Jun 2012 15:35:00 +0000 Dbrodt 35 at http...

  4. OpenEI Community - water + monitoring + Nevada + permitting

    Open Energy Info (EERE)

    Regulatory Issues http:en.openei.orgcommunityblognevada-meeting-2-regulatory-issues

    The second Nevada permitting meeting was held Tuesday, July 24th in Reno, and was...

  5. OpenEI Showcased in Geothermal Exploration Best Practices Workshop...

    Open Energy Info (EERE)

    GTO OpenEI This week, Denver hosted the US DOE Geothermal Technologies Office (GTO) 2013 Peer Review. The purpose of the peer review is to offer geothermal stakeholders an...

  6. Clean and Renewable Energy | OpenEI Community

    Open Energy Info (EERE)

    hangout at 2 EST Graham7781 21 Feb 2013 - 15:32 Blog entry OpenEI IRENA launches global atlas of renewable energy potential Graham7781 11 Feb 2013 - 15:18 Groups Menu You must...

  7. Energy Data Initiative (EDI) | OpenEI Community

    Open Energy Info (EERE)

    on OpenEI Sfomail 20 9 Aug 2015 - 14:46 Blog entry data IRENA launches global atlas of renewable energy potential Graham7781 11 Feb 2013 - 15:18 Groups Menu You must...

  8. iiESI.org is live! | OpenEI Community

    Open Energy Info (EERE)

    live OpenEI maintenance March 8-9, 2013 Research topics related to ESI Prospects for Nuclear Power(Davis 2012) A Framework for the Optimization of Integrated Energy Systems(Jain...

  9. EERE - Energy Data Initiative | OpenEI Community

    Open Energy Info (EERE)

    EERE - Energy Data Initiative Home > EERE - Energy Data Initiative > Posts by term > EERE - Energy Data Initiative Content Group Activity By term Q & A Feeds Term: OpenEI Type Term...

  10. OpenEI Community - Utility+Utility Access Map

    Open Energy Info (EERE)

    the openei.orgwikiSpecial:Ask">Special Ask page, in the query box enter the following:

    &91;&91;Category:Utility...

  11. LEED Certification Training & Attaintment | OpenEI Community

    Open Energy Info (EERE)

    LEED Certification Training & Attaintment Home > Groups > OpenEI Community Central Sri sri's picture Submitted by Sri sri(5) Member 18 February, 2013 - 00:44 Any one can give...

  12. NickL's blog | OpenEI Community

    Open Energy Info (EERE)

    held a mapathon, focused on three main projects: humanitarian mapping efforts, mapping U.S. parks, and power outage mapping. OpenEI provided support for the Power Utility Areas...

  13. Citing forhttp://en.openei.org/community/blog/commercial-and...

    Open Energy Info (EERE)

    communityblogcommercial-and-residential-hourly-load-data-now-available-openei Home Hi, I am a student at Stanford University, and I would like to know how I should cite the...

  14. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    provides inline queries in the form of an Ask query, which can also be modified into a web service (see OpenEI REST services documentation). Ask queries can be executed here and...

  15. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    Web Service Errors General Web Service Errors Certain, general errors will be returned in a standardized way from all OpenEI Web services. Additional, service-specific error...

  16. Graham7781's blog | OpenEI Community

    Open Energy Info (EERE)

    by Graham7781(2017) Super contributor 14 April, 2014 - 09:48 National Day of Civic Hacking code community data Event hacking international national OpenEI The National Day of...

  17. Tiered time-of-use rates | OpenEI Community

    Open Energy Info (EERE)

    Tiered time-of-use rates Home > Groups > Utility Rate Hello Last year, I found OpenEI via NREL's System Advisor Model, when I was considering a PV system for my home in PG&E's...

  18. Recent content in Developer | OpenEI Community

    Open Energy Info (EERE)

    Type How do I Build Apps with Utility Rate Data (that is continuously updating)? Kch 23 Apr 2012 - 10:31 Discussion What do you wish OpenEI would work more on? Rmckeel 25 May...

  19. Exploration Best Practices and the OpenEI Knowledge Exchange...

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    Exploration Best p Practices & The OpenEI Knowledge Exchange Knowledge Exchange G th l T h l i P W bi Geothermal Technologies Program Webinar Katherine R. Young Timothy Reber ...

  20. White House Mapathon Progress | OpenEI Community

    Open Energy Info (EERE)

    ABB's Velocity Suite is continguing the effort by hosting their own mapathon (happening today), and OpenEI is helping to track progress, depicted on the latest map (as of622015...

  1. Energy API and dataset overview | OpenEI Community

    Open Energy Info (EERE)

    2012 - 14:36 cleanweb hackathon resource webinar Today, Ian Kalin, a presidential innovation fellow, and the OpenEI team recorded an "energy resource" overview for developers of...

  2. Public Art Generates Renewable Energy Beautifully | OpenEI Community

    Open Energy Info (EERE)

    Public Art Generates Renewable Energy Beautifully Home > Groups > OpenEI Community Central Dc's picture Submitted by Dc(266) Contributor 20 March, 2015 - 11:22 biofuel art clean...

  3. Energy Information, Data, and other Resources | OpenEI

    Open Energy Info (EERE)

    Page Edit History Main Page Jump to: navigation, search OpenEI logo horizontal name 1 color.png Share knowledge. Search buildings geothermal hydrogen smart grid solar utilities...

  4. Temporal Representation in Semantic Graphs

    SciTech Connect (OSTI)

    Levandoski, J J; Abdulla, G M

    2007-08-07

    A wide range of knowledge discovery and analysis applications, ranging from business to biological, make use of semantic graphs when modeling relationships and concepts. Most of the semantic graphs used in these applications are assumed to be static pieces of information, meaning temporal evolution of concepts and relationships are not taken into account. Guided by the need for more advanced semantic graph queries involving temporal concepts, this paper surveys the existing work involving temporal representations in semantic graphs.

  5. Centro De Energias Renovables (CER): A Major OpenEI Contributor...

    Open Energy Info (EERE)

    Centro De Energias Renovables (CER): A Major OpenEI Contributor Home > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 18...

  6. Semantic Space Analyst

    Energy Science and Technology Software Center (OSTI)

    2004-04-15

    The Semantic Space Analyst (SSA) is software for analyzing a text corpus, discovering relationships among terms, and allowing the user to explore that information in different ways. It includes features for displaying and laying out terms and relationships visually, for generating such maps from manual queries, for discovering differences between corpora. Data can also be exported to Microsoft Excel.

  7. Exploration Best Practices and the OpenEI Knowledge Exchange Webinar |

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    Department of Energy Exploration Best Practices and the OpenEI Knowledge Exchange Webinar Exploration Best Practices and the OpenEI Knowledge Exchange Webinar Exploration Best Practices and the OpenEI Knowledge Exchange Webinar slide presentation by Katherine Young, Timothy Reber and Kermit Witherbee on April 11, 2012. PDF icon gtp_exploration_openei_webinar_4-11-12.pdf More Documents & Publications OpenEI and Linked Open Data Fueling Innovation and Adoption by Sharing Data on the DOE

  8. Problems with interface change | OpenEI Community

    Open Energy Info (EERE)

    ex.php?titleData:1c1ac6b9-5085-41f4-b478-2927d2fa41e7tab3.Energy http:en.openei.orgservicesrestutilityrates?versionlatest&formatjsonplain&detailfull&getpageData:1c1a...

  9. Open Energy Info (OpenEI) (Fact Sheet)

    SciTech Connect (OSTI)

    Not Available

    2010-12-01

    The Open Energy Information (OpenEI.org) initiative is a free, open-source, knowledge-sharing platform. OpenEI was created to provide access to data, models, tools, and information that accelerate the transition to clean energy systems through informed decisions.

  10. Recent content in Green Button Applications | OpenEI Community

    Open Energy Info (EERE)

    Jun 2012 - 15:45 Blog entry OpenEI green button SDK Vgarud 5 Feb 2013 - 11:17 Question Hi Vivek-

    I reached... NickL 8 Feb 2013 - 14:03 Answer Probably the best reference...

  11. DOE Releases New Wind Vision Report | OpenEI Community

    Open Energy Info (EERE)

    posts NickL OpenEI Contacts Posted: 5 Oct 2015 - 14:19 by NickL NickL The Upshot and Innovation of the Green Button Initiative Posted: 22 Jul 2015 - 15:16 by NickL 1 of 206 ...

  12. What Can OpenEI Do For You?

    ScienceCinema (OSTI)

    None

    2013-05-29

    Open Energy Information (OpenEI) is an open source web platform?similar to the one used by Wikipedia?developed by the US Department of Energy (DOE) and the National Renewable Energy Laboratory (NREL) to make the large amounts of energy-related data and information more easily searched, accessed, and used both by people and automated machine processes. Built utilizing the standards and practices of the Linked Open Data community, the OpenEI platform is much more robust and powerful than typical web sites and databases. As an open platform, all users can search, edit, add, and access data in OpenEI for free. The user community contributes the content and ensures its accuracy and relevance; as the community expands, so does the content's comprehensiveness and quality. The data are structured and tagged with descriptors to enable cross-linking among related data sets, advanced search functionality, and consistent, usable formatting. Data input protocols and quality standards help ensure the content is structured and described properly and derived from a credible source. Although DOE/NREL is developing OpenEI and seeding it with initial data, it is designed to become a true community model with millions of users, a large core of active contributors, and numerous sponsors.

  13. Town Hall Meeting July 23th, 2012 | OpenEI Community

    Open Energy Info (EERE)

    introductions - name, company, potential icebreaker (what's your favorite analysis tool, programming language, energy sector..) Topic will be user feedback on OpenEI. Please join...

  14. Does the Utility Rates service on OpenEI return/display the latest...

    Open Energy Info (EERE)

    display the latest data or only approved data? Home > Groups > Utility Rate I'm using SAM to download OpenEI utility rates and was wondering if I'm downloading the latest rates...

  15. OpenEI launches new Water Power Gateway and Community Forum ...

    Open Energy Info (EERE)

    OpenEI launches new Water Power Gateway and Community Forum Home > Groups > Water Power Forum Graham7781's picture Submitted by Graham7781(2017) Super contributor 28 March, 2013 -...

  16. LOD Workshop Wrap-up courtesy of REEGLE | OpenEI Community

    Open Energy Info (EERE)

    D.C. to discuss the enormous potential of LOD in supporting the transition to a cleaner energy economy. This blog post is courtesy of the REEGLE blog. REEGLE and OpenEI share the...

  17. How to get TOU information using REST API... | OpenEI Community

    Open Energy Info (EERE)

    like I have to make more than one API calls (one for zip code to Utility etc.). I am OK with that. I found this page http:en.openei.orgservicesdocrestutilrates that...

  18. Studying plant cell walls for better biofuels | OpenEI Community

    Open Energy Info (EERE)

    Studying plant cell walls for better biofuels Home > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 27 July, 2010 - 10:49...

  19. How can an external application get access to OpenEI images and...

    Open Energy Info (EERE)

    How can an external application get access to OpenEI images and thumbnails? Home > Groups > Developer I'm building an external application in Simile Exhibit. Through an Ask query...

  20. Reaching Social Media Goals on Facebook, Twitter | OpenEI Community

    Open Energy Info (EERE)

    Reaching Social Media Goals on Facebook, Twitter Home > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 4 March, 2010 - 14:44...

  1. The Apps for Vehicles Challenge has begun! | OpenEI Community

    Open Energy Info (EERE)

    contributor 13 December, 2012 - 14:40 contest data fuel efficiency launch Obama Administration OpenEI Vehicles Data Challenge **Update: Visit the Apps for Vehicles page for all...

  2. how can I sort utilities by demand charge? | OpenEI Community

    Open Energy Info (EERE)

    how to do? Thanks Submitted by Apin101 on 26 November, 2013 - 07:15 1 answer Points: 0 Hi- I think an answer to another question will help here. Please see: http:en.openei.org...

  3. NREL/Ventyx Utility Rates: What is included? | OpenEI Community

    Open Energy Info (EERE)

    costs? Thanks Submitted by Vbugnion on 27 February, 2013 - 16:25 1 answer Points: 1 Hi Vbugnion, Just to clarify, you're not asking about the OpenEI utility rates, but rather...

  4. OpenEI: Datasets in the OpenEnergyInfo Data Repository

    DOE Data Explorer [Office of Scientific and Technical Information (OSTI)]

    The Open Energy Information initiative (OpenEI) is a platform to connect the world's energy data. It is a linked open data platform bringing together energy information to provide improved analyses, unique visualizations, and real-time access to data. OpenEI follows guidelines set by the White House Open Government Initiative , which is focused on transparency, collaboration, and participation. OpenEI strives to provide open access to this energy information, with the ultimate goal of spurring creativity and driving innovation in the energy sector.[Copied from the OpenEI Wiki main page]. It features a wiki, a blog, a list of information gateways, and a browsing list of deposited data sets.

  5. OpenEI.org case study at Amazon Web Services | OpenEI Community

    Open Energy Info (EERE)

    OpenEI.org case study at Amazon Web Services Home > Groups > OpenEI Community Central Graham7781's picture Submitted by Graham7781(2017) Super contributor 14 September, 2010 -...

  6. STIL2 Swedish Office Buildings Survey - Datasets - OpenEI Datasets

    Open Energy Info (EERE)

    Relationship Dataset Dataset extent Map data OpenStreetMap contributors Tiles by MapQuest License License Not Specified Author Swedish Energy Agency Contact OpenEI User...

  7. Town Hall Meeting October 1st, 2012 | OpenEI Community

    Open Energy Info (EERE)

    Town Hall Meeting October 1st, 2012 Home > Blogs > Graham7781's blog Graham7781's picture Submitted by Graham7781(2017) Super contributor 19 September, 2012 - 13:40 OpenEI Town...

  8. Widget:Motion Chart Visualization of OpenEI Traffic Statistics...

    Open Energy Info (EERE)

    year of OpenEI analytics for page views, time on page, and visits for: Home page Solar Geothermal Utilities Map of Wind Farms Incentives and Policies Clean Energy Economy...

  9. How to create formatted blocks to hold OpenEI wiki content |...

    Open Energy Info (EERE)

    format, which you can see in use on the OpenEI frontpage. As an example of the migration, please see below. You can see that classes after "block-v1" moved in addition to...

  10. Open Energy Information Systems (OpenEIS) - 2014 Peer Review | Department

    Office of Energy Efficiency and Renewable Energy (EERE) Indexed Site

    of Energy (OpenEIS) - 2014 Peer Review Open Energy Information Systems (OpenEIS) - 2014 Peer Review Lead Performer: Lawrence Berkeley National Laboratory - Berkeley, CA Project Partners: -- Pacific Northwest National Laboratory - Richland, WA -- Navigant - Chicago, IL DOE Funding: $1,550,000 Cost Share: N/A Project Term: Oct. 2012 - Sept. 2017 Project Objective Building managers can increase whole-building energy efficiency by up to 20% through continuous monitoring and analysis. However,

  11. Geothermal NEPA Database on OpenEI (Poster)

    SciTech Connect (OSTI)

    Young, K. R.; Levine, A.

    2014-09-01

    The National Renewable Energy Laboratory (NREL) developed the Geothermal National Environmental Policy Act (NEPA) Database as a platform for government agencies and industry to access and maintain information related to geothermal NEPA documents. The data were collected to inform analyses of NEPA timelines, and the collected data were made publically available via this tool in case others might find the data useful. NREL staff and contractors collected documents from agency websites, during visits to the two busiest Bureau of Land Management (BLM) field offices for geothermal development, and through email and phone call requests from other BLM field offices. They then entered the information into the database, hosted by Open Energy Information (http://en.openei.org/wiki/RAPID/NEPA). The long-term success of the project will depend on the willingness of federal agencies, industry, and others to populate the database with NEPA and related documents, and to use the data for their own analyses. As the information and capabilities of the database expand, developers and agencies can save time on new NEPA reports by accessing a single location to research related activities, their potential impacts, and previously proposed and imposed mitigation measures. NREL used a wiki platform to allow industry and agencies to maintain the content in the future so that it continues to provide relevant and accurate information to users.

  12. User:GregZiebold/Semantic Map test | Open Energy Information

    Open Energy Info (EERE)

    Semantic Map test < User:GregZiebold Jump to: navigation, search Try a semantic map: Check for pages with: Property:Coordinates ask: Category:Energy Initiatives...

  13. Semantic search integration to climate data

    SciTech Connect (OSTI)

    Devarakonda, Ranjeet; Palanisamy, Giri; Pouchard, Line Catherine; Shrestha, Biva

    2014-01-01

    In this paper we present how research projects at Oak Ridge National Laboratory are using Semantic Search capabilities to help scientists perform their research. We will discuss how the Mercury metadata search system, with the help of the semantic search capability, is being used to find, retrieve, and link climate change data. DOI: 10.1109/CTS.2014.6867639

  14. Utility rate change propagation is now much faster | OpenEI Community

    Open Energy Info (EERE)

    this page checks jobs in OpenEI's queue. I'd suggest doing a refresh of the page (Ctrl+F5 Windows or Shift+Command+R Mac) if you want to watch the number of jobs change in...

  15. Google lends support to the software behind OpenEI.org | OpenEI...

    Open Energy Info (EERE)

    posts NickL OpenEI Contacts Posted: 5 Oct 2015 - 14:19 by NickL NickL The Upshot and Innovation of the Green Button Initiative Posted: 22 Jul 2015 - 15:16 by NickL 1 of 206 ...

  16. A Collection of Features for Semantic Graphs

    SciTech Connect (OSTI)

    Eliassi-Rad, T; Fodor, I K; Gallagher, B

    2007-05-02

    Semantic graphs are commonly used to represent data from one or more data sources. Such graphs extend traditional graphs by imposing types on both nodes and links. This type information defines permissible links among specified nodes and can be represented as a graph commonly referred to as an ontology or schema graph. Figure 1 depicts an ontology graph for data from National Association of Securities Dealers. Each node type and link type may also have a list of attributes. To capture the increased complexity of semantic graphs, concepts derived for standard graphs have to be extended. This document explains briefly features commonly used to characterize graphs, and their extensions to semantic graphs. This document is divided into two sections. Section 2 contains the feature descriptions for static graphs. Section 3 extends the features for semantic graphs that vary over time.

  17. SmartGrid: Quarterly Data Summaries from the Data Hub and SmartGrid Project Information (from OpenEI and SmartGrid.gov)

    DOE Data Explorer [Office of Scientific and Technical Information (OSTI)]

    Both OpenEI and SmartGrid.gov are DOE portals to a wealth of information about the federal initiatives that support the development of the technologies, policies and projects transforming the electric power industry. Projects funded through the U.S. Recovery Act are organized by type and pinned to an interactive map at http://en.openei.org/wiki/Gateway:Smart_Grid. Each project title links to more detailed information. The Quarterly Data Summaries from the Data Hub at SmartGrid.gov are also available on OpenEI at http://en.openei.org/datasets/node/928. In addition, the SmartGrid Information Center contains documents and reports that can be searched or browsed. Smart Grid Resources introduces international SmartGrid programs and sites, while OpenEI encourages users to add SmartGrid information to the repository.

  18. Graph Mining Meets the Semantic Web

    SciTech Connect (OSTI)

    Lee, Sangkeun; Sukumar, Sreenivas R; Lim, Seung-Hwan

    2015-01-01

    The Resource Description Framework (RDF) and SPARQL Protocol and RDF Query Language (SPARQL) were introduced about a decade ago to enable flexible schema-free data interchange on the Semantic Web. Today, data scientists use the framework as a scalable graph representation for integrating, querying, exploring and analyzing data sets hosted at different sources. With increasing adoption, the need for graph mining capabilities for the Semantic Web has emerged. We address that need through implementation of three popular iterative Graph Mining algorithms (Triangle count, Connected component analysis, and PageRank). We implement these algorithms as SPARQL queries, wrapped within Python scripts. We evaluate the performance of our implementation on 6 real world data sets and show graph mining algorithms (that have a linear-algebra formulation) can indeed be unleashed on data represented as RDF graphs using the SPARQL query interface.

  19. Accelerating semantic graph databases on commodity clusters

    SciTech Connect (OSTI)

    Morari, Alessandro; Castellana, Vito G.; Haglin, David J.; Feo, John T.; Weaver, Jesse R.; Tumeo, Antonino; Villa, Oreste

    2013-10-06

    We are developing a full software system for accelerating semantic graph databases on commodity cluster that scales to hundreds of nodes while maintaining constant query throughput. Our framework comprises a SPARQL to C++ compiler, a library of parallel graph methods and a custom multithreaded runtime layer, which provides a Partitioned Global Address Space (PGAS) programming model with fork/join parallelism and automatic load balancing over a commodity clusters. We present preliminary results for the compiler and for the runtime.

  20. Semantic Web for Manufacturing Web Services

    SciTech Connect (OSTI)

    Kulvatunyou, Boonserm; Ivezic, Nenad

    2002-06-01

    As markets become unexpectedly turbulent with a shortened product life cycle and a power shift towards buyers, the need for methods to rapidly and cost-effectively develop products, production facilities and supporting software is becoming urgent. The use of a virtual enterprise plays a vital role in surviving turbulent markets. However, its success requires reliable and large-scale interoperation among trading partners via a semantic web of trading partners' services whose properties, capabilities, and interfaces are encoded in an unambiguous as well as computer-understandable form. This paper demonstrates a promising approach to integration and interoperation between a design house and a manufacturer by developing semantic web services for business and engineering transactions. To this end, detailed activity and information flow diagrams are developed, in which the two trading partners exchange messages and documents. The properties and capabilities of the manufacturer sites are defined using DARPA Agent Markup Language (DAML) ontology definition language. The prototype development of semantic webs shows that enterprises can widely interoperate in an unambiguous and autonomous manner; hence, virtual enterprise is realizable at a low cost.

  1. LEARNING SEMANTICS-ENHANCED LANGUAGE MODELS APPLIED TO UNSUEPRVISED WSD

    SciTech Connect (OSTI)

    VERSPOOR, KARIN; LIN, SHOU-DE

    2007-01-29

    An N-gram language model aims at capturing statistical syntactic word order information from corpora. Although the concept of language models has been applied extensively to handle a variety of NLP problems with reasonable success, the standard model does not incorporate semantic information, and consequently limits its applicability to semantic problems such as word sense disambiguation. We propose a framework that integrates semantic information into the language model schema, allowing a system to exploit both syntactic and semantic information to address NLP problems. Furthermore, acknowledging the limited availability of semantically annotated data, we discuss how the proposed model can be learned without annotated training examples. Finally, we report on a case study showing how the semantics-enhanced language model can be applied to unsupervised word sense disambiguation with promising results.

  2. Resolving local ambiguity using semantics of shape.

    SciTech Connect (OSTI)

    Diegert, Carl F.

    2010-05-01

    We demonstrate a new semantic method for automatic analysis of wide-area, high-resolution overhead imagery to tip and cue human intelligence analysts to human activity. In the open demonstration, we find and trace cars and rooftops. Our methodology, extended to analysis of voxels, may be applicable to understanding morphology and to automatic tracing of neurons in large-scale, serial-section TEM datasets. We defined an algorithm and software implementation that efficiently finds all combinations of image blobs that satisfy given shape semantics, where image blobs are formed as a general-purpose, first step that 'oversegments' image pixels into blobs of similar pixels. We will demonstrate the remarkable power (ROC) of this combinatorial-based work flow for automatically tracing any automobiles in a scene by applying semantics that require a subset of image blobs to fill out a rectangular shape, with width and height in given intervals. In most applications we find that the new combinatorial-based work flow produces alternative (overlapping) tracings of possible objects (e.g. cars) in a scene. To force an estimation (tracing) of a consistent collection of objects (cars), a quick-and-simple greedy algorithm is often sufficient. We will demonstrate a more powerful resolution method: we produce a weighted graph from the conflicts in all of our enumerated hypotheses, and then solve a maximal independent vertex set problem on this graph to resolve conflicting hypotheses. This graph computation is almost certain to be necessary to adequately resolve multiple, conflicting neuron topologies into a set that is most consistent with a TEM dataset.

  3. Knowledge Representation Issues in Semantic Graphs for Relationship Detection

    SciTech Connect (OSTI)

    Barthelemy, M; Chow, E; Eliassi-Rad, T

    2005-02-02

    An important task for Homeland Security is the prediction of threat vulnerabilities, such as through the detection of relationships between seemingly disjoint entities. A structure used for this task is a ''semantic graph'', also known as a ''relational data graph'' or an ''attributed relational graph''. These graphs encode relationships as typed links between a pair of typed nodes. Indeed, semantic graphs are very similar to semantic networks used in AI. The node and link types are related through an ontology graph (also known as a schema). Furthermore, each node has a set of attributes associated with it (e.g., ''age'' may be an attribute of a node of type ''person''). Unfortunately, the selection of types and attributes for both nodes and links depends on human expertise and is somewhat subjective and even arbitrary. This subjectiveness introduces biases into any algorithm that operates on semantic graphs. Here, we raise some knowledge representation issues for semantic graphs and provide some possible solutions using recently developed ideas in the field of complex networks. In particular, we use the concept of transitivity to evaluate the relevance of individual links in the semantic graph for detecting relationships. We also propose new statistical measures for semantic graphs and illustrate these semantic measures on graphs constructed from movies and terrorism data.

  4. Dynamic graph system for a semantic database

    DOE Patents [OSTI]

    Mizell, David

    2016-04-12

    A method and system in a computer system for dynamically providing a graphical representation of a data store of entries via a matrix interface is disclosed. A dynamic graph system provides a matrix interface that exposes to an application program a graphical representation of data stored in a data store such as a semantic database storing triples. To the application program, the matrix interface represents the graph as a sparse adjacency matrix that is stored in compressed form. Each entry of the data store is considered to represent a link between nodes of the graph. Each entry has a first field and a second field identifying the nodes connected by the link and a third field with a value for the link that connects the identified nodes. The first, second, and third fields represent the rows, column, and elements of the adjacency matrix.

  5. Dynamic graph system for a semantic database

    DOE Patents [OSTI]

    Mizell, David

    2015-01-27

    A method and system in a computer system for dynamically providing a graphical representation of a data store of entries via a matrix interface is disclosed. A dynamic graph system provides a matrix interface that exposes to an application program a graphical representation of data stored in a data store such as a semantic database storing triples. To the application program, the matrix interface represents the graph as a sparse adjacency matrix that is stored in compressed form. Each entry of the data store is considered to represent a link between nodes of the graph. Each entry has a first field and a second field identifying the nodes connected by the link and a third field with a value for the link that connects the identified nodes. The first, second, and third fields represent the rows, column, and elements of the adjacency matrix.

  6. Semantic Features for Classifying Referring Search Terms

    SciTech Connect (OSTI)

    May, Chandler J.; Henry, Michael J.; McGrath, Liam R.; Bell, Eric B.; Marshall, Eric J.; Gregory, Michelle L.

    2012-05-11

    When an internet user clicks on a result in a search engine, a request is submitted to the destination web server that includes a referrer field containing the search terms given by the user. Using this information, website owners can analyze the search terms leading to their websites to better understand their visitors needs. This work explores some of the features that can be used for classification-based analysis of such referring search terms. We present initial results for the example task of classifying HTTP requests countries of origin. A system that can accurately predict the country of origin from query text may be a valuable complement to IP lookup methods which are susceptible to the obfuscation of dereferrers or proxies. We suggest that the addition of semantic features improves classifier performance in this example application. We begin by looking at related work and presenting our approach. After describing initial experiments and results, we discuss paths forward for this work.

  7. Structure Discovery in Large Semantic Graphs Using Extant Ontological Scaling and Descriptive Statistics

    SciTech Connect (OSTI)

    al-Saffar, Sinan; Joslyn, Cliff A.; Chappell, Alan R.

    2011-07-18

    As semantic datasets grow to be very large and divergent, there is a need to identify and exploit their inherent semantic structure for discovery and optimization. Towards that end, we present here a novel methodology to identify the semantic structures inherent in an arbitrary semantic graph dataset. We first present the concept of an extant ontology as a statistical description of the semantic relations present amongst the typed entities modeled in the graph. This serves as a model of the underlying semantic structure to aid in discovery and visualization. We then describe a method of ontological scaling in which the ontology is employed as a hierarchical scaling filter to infer different resolution levels at which the graph structures are to be viewed or analyzed. We illustrate these methods on three large and publicly available semantic datasets containing more than one billion edges each. Keywords-Semantic Web; Visualization; Ontology; Multi-resolution Data Mining;

  8. High-performance Computing Applied to Semantic Databases

    SciTech Connect (OSTI)

    Goodman, Eric L.; Jimenez, Edward; Mizell, David W.; al-Saffar, Sinan; Adolf, Robert D.; Haglin, David J.

    2011-06-02

    To-date, the application of high-performance computing resources to Semantic Web data has largely focused on commodity hardware and distributed memory platforms. In this paper we make the case that more specialized hardware can offer superior scaling and close to an order of magnitude improvement in performance. In particular we examine the Cray XMT. Its key characteristics, a large, global shared-memory, and processors with a memory-latency tolerant design, offer an environment conducive to programming for the Semantic Web and have engendered results that far surpass current state of the art. We examine three fundamental pieces requisite for a fully functioning semantic database: dictionary encoding, RDFS inference, and query processing. We show scaling up to 512 processors (the largest configuration we had available), and the ability to process 20 billion triples completely in-memory.

  9. High-performance computing applied to semantic databases.

    SciTech Connect (OSTI)

    al-Saffar, Sinan; Jimenez, Edward Steven, Jr.; Adolf, Robert; Haglin, David; Goodman, Eric L.; Mizell, David

    2010-12-01

    To-date, the application of high-performance computing resources to Semantic Web data has largely focused on commodity hardware and distributed memory platforms. In this paper we make the case that more specialized hardware can offer superior scaling and close to an order of magnitude improvement in performance. In particular we examine the Cray XMT. Its key characteristics, a large, global shared-memory, and processors with a memory-latency tolerant design, offer an environment conducive to programming for the Semantic Web and have engendered results that far surpass current state of the art. We examine three fundamental pieces requisite for a fully functioning semantic database: dictionary encoding, RDFS inference, and query processing. We show scaling up to 512 processors (the largest configuration we had available), and the ability to process 20 billion triples completely in-memory.

  10. Computational approaches to discovering semantics in molecular biology

    SciTech Connect (OSTI)

    Lipton, R.J. ); Marr, T.G. . Theoretical Div.); Welsh, J.D. . Dept. of Biology)

    1989-07-01

    One of the central questions of molecular biology is the discovery of the semantics of DNA. This discovery relies in a critical way on a variety of expensive computations. In order to solve these computations, both parallel computers and special-purpose hardware play a major role.

  11. Algorithms and architectures for high performance analysis of semantic graphs.

    SciTech Connect (OSTI)

    Hendrickson, Bruce Alan

    2005-09-01

    Semantic graphs offer one promising avenue for intelligence analysis in homeland security. They provide a mechanism for describing a wide variety of relationships between entities of potential interest. The vertices are nouns of various types, e.g. people, organizations, events, etc. Edges in the graph represent different types of relationships between entities, e.g. 'is friends with', 'belongs-to', etc. Semantic graphs offer a number of potential advantages as a knowledge representation system. They allow information of different kinds, and collected in differing ways, to be combined in a seamless manner. A semantic graph is a very compressed representation of some of relationship information. It has been reported that the semantic graph can be two orders of magnitude smaller than the processed intelligence data. This allows for much larger portions of the data universe to be resident in computer memory. Many intelligence queries that are relevant to the terrorist threat are naturally expressed in the language of semantic graphs. One example is the search for 'interesting' relationships between two individuals or between an individual and an event, which can be phrased as a search for short paths in the graph. Another example is the search for an analyst-specified threat pattern, which can be cast as an instance of subgraph isomorphism. It is important to note than many kinds of analysis are not relationship based, so these are not good candidates for semantic graphs. Thus, a semantic graph should always be used in conjunction with traditional knowledge representation and interface methods. Operations that involve looking for chains of relationships (e.g. friend of a friend) are not efficiently executable in a traditional relational database. However, the semantic graph can be thought of as a pre-join of the database, and it is ideally suited for these kinds of operations. Researchers at Sandia National Laboratories are working to facilitate semantic graph analysis. Since intelligence datasets can be extremely large, the focus of this work is on the use of parallel computers. We have been working to develop scalable parallel algorithms that will be at the core of a semantic graph analysis infrastructure. Our work has involved two different thrusts, corresponding to two different computer architectures. The first architecture of interest is distributed memory, message passing computers. These machines are ubiquitous and affordable, but they are challenging targets for graph algorithms. Much of our distributed-memory work to date has been collaborative with researchers at Lawrence Livermore National Laboratory and has focused on finding short paths on distributed memory parallel machines. Our implementation on 32K processors of BlueGene/Light finds shortest paths between two specified vertices in just over a second for random graphs with 4 billion vertices.

  12. Towards A Topological Framework for Integrating Semantic Information Sources

    SciTech Connect (OSTI)

    Joslyn, Cliff A.; Hogan, Emilie A.; Robinson, Michael

    2014-09-07

    In this position paper we argue for the role that topological modeling principles can play in providing a framework for sensor integration. While used successfully in standard (quantitative) sensors, we are developing this methodology in new directions to make it appropriate specifically for semantic information sources, including keyterms, ontology terms, and other general Boolean, categorical, ordinal, and partially-ordered data types. We illustrate the basics of the methodology in an extended use case/example, and discuss path forward.

  13. Modeling Spatial Dependencies and Semantic Concepts in Data Mining

    SciTech Connect (OSTI)

    Vatsavai, Raju

    2012-01-01

    Data mining is the process of discovering new patterns and relationships in large datasets. However, several studies have shown that general data mining techniques often fail to extract meaningful patterns and relationships from the spatial data owing to the violation of fundamental geospatial principles. In this tutorial, we introduce basic principles behind explicit modeling of spatial and semantic concepts in data mining. In particular, we focus on modeling these concepts in the widely used classification, clustering, and prediction algorithms. Classification is the process of learning a structure or model (from user given inputs) and applying the known model to the new data. Clustering is the process of discovering groups and structures in the data that are ``similar,'' without applying any known structures in the data. Prediction is the process of finding a function that models (explains) the data with least error. One common assumption among all these methods is that the data is independent and identically distributed. Such assumptions do not hold well in spatial data, where spatial dependency and spatial heterogeneity are a norm. In addition, spatial semantics are often ignored by the data mining algorithms. In this tutorial we cover recent advances in explicitly modeling of spatial dependencies and semantic concepts in data mining.

  14. Semantic Web Service Framework to Intelligent Distributed Manufacturing

    SciTech Connect (OSTI)

    Kulvatunyou, Boonserm

    2005-12-01

    As markets become unexpectedly turbulent with a shortened product life cycle and a power shift towards buyers, the need for methods to develop products, production facilities, and supporting software rapidly and cost-effectively is becoming urgent. The use of a loosely integrated virtual enterprise based framework holds the potential of surviving changing market needs. However, its success requires reliable and large-scale interoperation among trading partners via a semantic web of trading partners services whose properties, capabilities, and interfaces are encoded in an unambiguous as well as computer-understandable form. This paper demonstrates a promising approach to integration and interoperation between a design house and a manufacturer that may or may not have prior relationship by developing semantic web services for business and engineering transactions. To this end, detailed activity and information flow diagrams are developed, in which the two trading partners exchange messages and documents. The properties and capabilities of the manufacturer sites are defined using DARPA Agent Markup Language (DAML) ontology definition language. The prototype development of semantic webs shows that enterprises can interoperate widely in an unambiguous and autonomous manner. This contributes towards the realization of virtual enterprises at a low cost.

  15. Design issues in the semantics and scheduling of asynchronous tasks.

    SciTech Connect (OSTI)

    Olivier, Stephen L.

    2013-07-01

    The asynchronous task model serves as a useful vehicle for shared memory parallel programming, particularly on multicore and manycore processors. As adoption of model among programmers has increased, support has emerged for the integration of task parallel language constructs into mainstream programming languages, e.g., C and C++. This paper examines some of the design decisions in Cilk and OpenMP concerning semantics and scheduling of asynchronous tasks with the aim of informing the efforts of committees considering language integration, as well as developers of new task parallel languages and libraries.

  16. LDRD final report : first application of geospatial semantic graphs to SAR image data.

    SciTech Connect (OSTI)

    Brost, Randolph C.; McLendon, William Clarence,

    2013-01-01

    Modeling geospatial information with semantic graphs enables search for sites of interest based on relationships between features, without requiring strong a priori models of feature shape or other intrinsic properties. Geospatial semantic graphs can be constructed from raw sensor data with suitable preprocessing to obtain a discretized representation. This report describes initial work toward extending geospatial semantic graphs to include temporal information, and initial results applying semantic graph techniques to SAR image data. We describe an efficient graph structure that includes geospatial and temporal information, which is designed to support simultaneous spatial and temporal search queries. We also report a preliminary implementation of feature recognition, semantic graph modeling, and graph search based on input SAR data. The report concludes with lessons learned and suggestions for future improvements.

  17. Scaling Semantic Graph Databases in Size and Performance

    SciTech Connect (OSTI)

    Morari, Alessandro; Castellana, Vito G.; Villa, Oreste; Tumeo, Antonino; Weaver, Jesse R.; Haglin, David J.; Choudhury, Sutanay; Feo, John T.

    2014-08-06

    In this paper we present SGEM, a full software system for accelerating large-scale semantic graph databases on commodity clusters. Unlike current approaches, SGEM addresses semantic graph databases by only employing graph methods at all the levels of the stack. On one hand, this allows exploiting the space efficiency of graph data structures and the inherent parallelism of graph algorithms. These features adapt well to the increasing system memory and core counts of modern commodity clusters. On the other hand, however, these systems are optimized for regular computation and batched data transfers, while graph methods usually are irregular and generate fine-grained data accesses with poor spatial and temporal locality. Our framework comprises a SPARQL to data parallel C compiler, a library of parallel graph methods and a custom, multithreaded runtime system. We introduce our stack, motivate its advantages with respect to other solutions and show how we solved the challenges posed by irregular behaviors. We present the result of our software stack on the Berlin SPARQL benchmarks with datasets up to 10 billion triples (a triple corresponds to a graph edge), demonstrating scaling in dataset size and in performance as more nodes are added to the cluster.

  18. Towards a Semantic Lexicon for Biological Language Processing

    DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)

    Verspoor, Karin

    2005-01-01

    This paper explores the use of the resources in the National Library of Medicine's Unified Medical Language System (UMLS) for the construction of a lexicon useful for processing texts in the field of molecular biology. A lexicon is constructed from overlapping terms in the UMLS SPECIALIST lexicon and the UMLS Metathesaurus to obtain both morphosyntactic and semantic information for terms, and the coverage of a domain corpus is assessed. Over 77% of tokens in the domain corpus are found in the constructed lexicon, validating the lexicon's coverage of the most frequent terms in the domain and indicating that the constructedmore » lexicon is potentially an important resource for biological text processing.« less

  19. Have Green – A Visual Analytics Framework for Large Semantic Graphs

    SciTech Connect (OSTI)

    Wong, Pak C.; Chin, George; Foote, Harlan P.; Mackey, Patrick S.; Thomas, James J.

    2006-10-29

    A semantic graph is a network of heterogeneous nodes and links annotated with a domain ontology. In intelligence analysis, investigators use semantic graphs to organize concepts and relationships as graph nodes and links in hopes of discovering key trends, patterns, and insights. However, as new information continues to arrive from a multitude of sources, the size and complexity of the semantic graphs will soon overwhelm an investigator's cognitive capacity to carry out significant analyses. We introduce a powerful visual analytics framework designed to enhance investigators--natural analytical capabilities to comprehend and analyze large semantic graphs. The paper describes the overall framework design, presents major development accomplishments to date, and discusses future directions of a new visual analytics system known as Have Green.

  20. Integrating semantic web technologies and geospatial catalog services for geospatial information discovery and processing in cyberinfrastructure

    SciTech Connect (OSTI)

    Yue, Peng; Gong, Jianya; Di, Liping; He, Lianlian; Wei, Yaxing

    2011-04-01

    Abstract A geospatial catalogue service provides a network-based meta-information repository and interface for advertising and discovering shared geospatial data and services. Descriptive information (i.e., metadata) for geospatial data and services is structured and organized in catalogue services. The approaches currently available for searching and using that information are often inadequate. Semantic Web technologies show promise for better discovery methods by exploiting the underlying semantics. Such development needs special attention from the Cyberinfrastructure perspective, so that the traditional focus on discovery of and access to geospatial data can be expanded to support the increased demand for processing of geospatial information and discovery of knowledge. Semantic descriptions for geospatial data, services, and geoprocessing service chains are structured, organized, and registered through extending elements in the ebXML Registry Information Model (ebRIM) of a geospatial catalogue service, which follows the interface specifications of the Open Geospatial Consortium (OGC) Catalogue Services for the Web (CSW). The process models for geoprocessing service chains, as a type of geospatial knowledge, are captured, registered, and discoverable. Semantics-enhanced discovery for geospatial data, services/service chains, and process models is described. Semantic search middleware that can support virtual data product materialization is developed for the geospatial catalogue service. The creation of such a semantics-enhanced geospatial catalogue service is important in meeting the demands for geospatial information discovery and analysis in Cyberinfrastructure.

  1. Methods and apparatus for capture and storage of semantic information with sub-files in a parallel computing system

    DOE Patents [OSTI]

    Faibish, Sorin; Bent, John M; Tzelnic, Percy; Grider, Gary; Torres, Aaron

    2015-02-03

    Techniques are provided for storing files in a parallel computing system using sub-files with semantically meaningful boundaries. A method is provided for storing at least one file generated by a distributed application in a parallel computing system. The file comprises one or more of a complete file and a plurality of sub-files. The method comprises the steps of obtaining a user specification of semantic information related to the file; providing the semantic information as a data structure description to a data formatting library write function; and storing the semantic information related to the file with one or more of the sub-files in one or more storage nodes of the parallel computing system. The semantic information provides a description of data in the file. The sub-files can be replicated based on semantically meaningful boundaries.

  2. Poset ontologies and concept lattices as semantic hierarchies

    SciTech Connect (OSTI)

    Joslyn, C.

    2004-01-01

    We describe some aspects of our research in relational knowledge discovery and combinatorial scientific computing, with special emphasis on the relation to the research portfolio of the conceptual structures community. We have recently been developing a combinatorial approach to the management and analysis of large ontologies such as the Gene Ontology (GO). Our approach depends on casting the GO as a labeled partially ordered set (poset), and then using scores based on pseudo-distance measures which we have developed to categorize lists of labels (in the case of the GO, genes and gene products) concerning their clustering and depth within the GO. We hold that such taxonomic semantic hierarchies serve as the core conceptual structures underlying all ontological databases, and through this work we have developed a number of what we believe to be both fundamental and novel ideas about treating such large posets as data objects, in particular the nature of distance in such structures, and the nature of level as an interval-valued property. After laying out this basic framework, we can then bring these ideas to a particular kind of poset, namely the concept lattice. Considering a concept lattice as a poset, we are then prepared to develop techniques for anomaly detection in relational data by measuring the relative level of concepts vs. their cardinalities.

  3. Encoding and analyzing aerial imagery using geospatial semantic graphs

    SciTech Connect (OSTI)

    Watson, Jean-Paul; Strip, David R.; McLendon, William C.; Parekh, Ojas D.; Diegert, Carl F.; Martin, Shawn Bryan; Rintoul, Mark Daniel

    2014-02-01

    While collection capabilities have yielded an ever-increasing volume of aerial imagery, analytic techniques for identifying patterns in and extracting relevant information from this data have seriously lagged. The vast majority of imagery is never examined, due to a combination of the limited bandwidth of human analysts and limitations of existing analysis tools. In this report, we describe an alternative, novel approach to both encoding and analyzing aerial imagery, using the concept of a geospatial semantic graph. The advantages of our approach are twofold. First, intuitive templates can be easily specified in terms of the domain language in which an analyst converses. These templates can be used to automatically and efficiently search large graph databases, for specific patterns of interest. Second, unsupervised machine learning techniques can be applied to automatically identify patterns in the graph databases, exposing recurring motifs in imagery. We illustrate our approach using real-world data for Anne Arundel County, Maryland, and compare the performance of our approach to that of an expert human analyst.

  4. User:GregZiebold | Open Energy Information

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    Energy Info Google Group Open Energy Info Twitter OpenEI YouTube Channel OpenEI Blog My test pages: User:GregZieboldGateway test User:GregZieboldSemantic Map test...

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    up and start using your website: Configure your website Once logged in, visit the administration section, where you can customize and configure all aspects of your website. Enable...

  9. Using Semantic Web Technologies to Develop Intrinsically Resilient Energy Control Systems

    SciTech Connect (OSTI)

    Sheldon, Frederick T; Huang, Jingshan; Fetzer, Daniel T; Morris, Thomas H; Jonathan, Kirsch; Goose, Stuart; Wei, Dong; Dang, Jiangbo; Manz, David

    2012-01-01

    To preserve critical energy control functions while under attack, it is necessary to perform comprehensive analysis on root causes and impacts of cyber intrusions without sacrificing the availability of energy delivery. We propose to design an intrinsically resilient energy control system where we extensively utilize Semantic Web technologies, which play critical roles in knowledge representation and acquisition. While our ultimate goal is to ensure availability/resiliency of energy delivery functions and the capability to assess root causes and impacts of cyber intrusions, the focus of this paper is to demonstrate a proof of concept of how Semantic Web technologies can significantly contribute to resilient energy control systems.

  10. SEMANTIC INFORMATION EXTRACTION FROM MULTISPECTRAL GEOSPATIAL IMAGERY VIA A FLEXIBLE FRAMEWORK

    SciTech Connect (OSTI)

    Gleason, Shaun Scott; Ferrell, Regina Kay; Cheriyadat, Anil M; Vatsavai, Raju; De, Soumya

    2010-01-01

    Identification and automatic labeling of facilities in high-resolution satellite images is a challenging task as the current thematic classification schemes and the low-level image features are not good enough to capture complex objects and their spatial relationships. In this paper we present a novel algorithm framework for automated semantic labeling of large image collections. The framework consists of various segmentation, feature extraction, vector quantization, and Latent Dirichlet Allocation modules. Initial experimental results show promise as well as the challenges in semantic classification technology development for nuclear proliferation monitoring.

  11. A Semantic Web Service and Simulation Framework to Intelligent Distributed Manufacturing

    SciTech Connect (OSTI)

    Son, Young Jun; Kulvatunyou, Boonserm; Cho, Hyunbo; Feng, Shaw

    2005-11-01

    To cope with today's fluctuating markets, a virtual enterprise (VE) concept can be employed to achieve the cooperation among independently operating enterprises. The success of VE depends on reliable interoperation among trading partners. This paper proposes a framework based on semantic web of manufacturing and simulation services to enable business and engineering collaborations between VE partners, particularly a design house and manufacturing suppliers.

  12. Measuring semantic similarities by combining gene ontology annotations and gene co-function networks

    DOE Public Access Gateway for Energy & Science Beta (PAGES Beta)

    Peng, Jiajie; Uygun, Sahra; Kim, Taehyong; Wang, Yadong; Rhee, Seung Y.; Chen, Jin

    2015-02-14

    Background: Gene Ontology (GO) has been used widely to study functional relationships between genes. The current semantic similarity measures rely only on GO annotations and GO structure. This limits the power of GO-based similarity because of the limited proportion of genes that are annotated to GO in most organisms. Results: We introduce a novel approach called NETSIM (network-based similarity measure) that incorporates information from gene co-function networks in addition to using the GO structure and annotations. Using metabolic reaction maps of yeast, Arabidopsis, and human, we demonstrate that NETSIM can improve the accuracy of GO term similarities. We also demonstratemore » that NETSIM works well even for genomes with sparser gene annotation data. We applied NETSIM on large Arabidopsis gene families such as cytochrome P450 monooxygenases to group the members functionally and show that this grouping could facilitate functional characterization of genes in these families. Conclusions: Using NETSIM as an example, we demonstrated that the performance of a semantic similarity measure could be significantly improved after incorporating genome-specific information. NETSIM incorporates both GO annotations and gene co-function network data as a priori knowledge in the model. Therefore, functional similarities of GO terms that are not explicitly encoded in GO but are relevant in a taxon-specific manner become measurable when GO annotations are limited.« less

  13. Measuring semantic similarities by combining gene ontology annotations and gene co-function networks

    SciTech Connect (OSTI)

    Peng, Jiajie; Uygun, Sahra; Kim, Taehyong; Wang, Yadong; Rhee, Seung Y.; Chen, Jin

    2015-02-14

    Background: Gene Ontology (GO) has been used widely to study functional relationships between genes. The current semantic similarity measures rely only on GO annotations and GO structure. This limits the power of GO-based similarity because of the limited proportion of genes that are annotated to GO in most organisms. Results: We introduce a novel approach called NETSIM (network-based similarity measure) that incorporates information from gene co-function networks in addition to using the GO structure and annotations. Using metabolic reaction maps of yeast, Arabidopsis, and human, we demonstrate that NETSIM can improve the accuracy of GO term similarities. We also demonstrate that NETSIM works well even for genomes with sparser gene annotation data. We applied NETSIM on large Arabidopsis gene families such as cytochrome P450 monooxygenases to group the members functionally and show that this grouping could facilitate functional characterization of genes in these families. Conclusions: Using NETSIM as an example, we demonstrated that the performance of a semantic similarity measure could be significantly improved after incorporating genome-specific information. NETSIM incorporates both GO annotations and gene co-function network data as a priori knowledge in the model. Therefore, functional similarities of GO terms that are not explicitly encoded in GO but are relevant in a taxon-specific manner become measurable when GO annotations are limited.

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    You must login in order to post into this group. Latest blog post comments Mike o spectacular dataset Posted: 9 Aug 2015 - 14:46 by: Mike o Calum Residential idf Files Posted:...

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    technologies. Groups Home Title Posts Members Subgroups Description Created sort icon Big Clean Data 2 We aim to bring together professionals who want to share ideas, knowledge...

  2. Commercialization | OpenEI Community

    Open Energy Info (EERE)

    and ensure a safe and reliable energy future. Links: Check out the EDI on the EDG Big Data Commercialization Data Jam Datapalooza EDI Innovation Open Data Success Stories...

  3. Home | OpenEI Community

    Open Energy Info (EERE)

    imported Utility Rates developer Renewable Energy DOE data Open Data geothermal Solar energy permitting EDI Big Data utility rate NREL Wind Smart Grid Green Button wiki View more...

  4. cloud | OpenEI Community

    Open Energy Info (EERE)

    - 13:42 How cleantech-as-a-service will drive renewable energy adoption 2015 adoption Big Data clean tech clean-tech cleantech cleantech forum cleantech-as-a-service cloud...

  5. iot | OpenEI Community

    Open Energy Info (EERE)

    - 13:42 How cleantech-as-a-service will drive renewable energy adoption 2015 adoption Big Data clean tech clean-tech cleantech cleantech forum cleantech-as-a-service cloud...

  6. 2015 | OpenEI Community

    Open Energy Info (EERE)

    - 13:42 How cleantech-as-a-service will drive renewable energy adoption 2015 adoption Big Data clean tech clean-tech cleantech cleantech forum cleantech-as-a-service cloud...

  7. All | OpenEI Community

    Open Energy Info (EERE)

    All Home > All By term Q & A Term: Big Data Type Term Title Author Replies Last Post sort icon Group Big Data Big Clean Data Cleanergetic 4 Sep 2015 - 09:11 Blog entry Big Data How...

  8. All | OpenEI Community

    Open Energy Info (EERE)

    > All By term Q & A Term: campus Type Term Title Author Replies Last Post sort icon Blog entry campus NREL's Energy Databus storing big energy data Graham7781 26 Jun 2013 - 09:17...

  9. cleantech | OpenEI Community

    Open Energy Info (EERE)

    - 13:42 How cleantech-as-a-service will drive renewable energy adoption 2015 adoption Big Data clean tech clean-tech cleantech cleantech forum cleantech-as-a-service cloud...

  10. Datasets - OpenEI Datasets

    Open Energy Info (EERE)

    matter smaller than 2.5m and smaller than... CSV State Energy Efficient Appliance Rebate Program (SEEARP) reports database The State Energy Efficient Appliance Rebate Program...

  11. All | OpenEI Community

    Open Energy Info (EERE)

    All Home > All By term Q & A Term: 2014 CSC Type Term Title Author Replies Last Post sort icon Group 2014 CSC 2014 Geothermal Case Study Challenge Mbennett 24 Jan 2014 - 11:24...

  12. flexibility | OpenEI Community

    Open Energy Info (EERE)

    and discussion of smart grid technologies, tools, and techniques. The Smart Grid Investment Grant (SGIG) program is authorized by the Energy Independence and Security Act of...

  13. Calendar | OpenEI Community

    Open Energy Info (EERE)

    Tuesday, October 15 2013 Next Time Items All day 08:00 Viridis Africa 2013 - investment in cleantech 15 Oct 2013 - 08:00 - 16 Oct...

  14. Calendar | OpenEI Community

    Open Energy Info (EERE)

    Saturday Sunday 40 1 2 3 4 5 6 41 7 8 9 10 11 12 13 42 14 15 Viridis Africa 2013 - investment in cleantech 15 Oct 2013 - 08:00 - 16 Oct 2013 - 17:00 16 Viridis Africa 2013 -...

  15. functionality | OpenEI Community

    Open Energy Info (EERE)

    and discussion of smart grid technologies, tools, and techniques. The Smart Grid Investment Grant (SGIG) program is authorized by the Energy Independence and Security Act of...

  16. techniques | OpenEI Community

    Open Energy Info (EERE)

    and discussion of smart grid technologies, tools, and techniques. The Smart Grid Investment Grant (SGIG) program is authorized by the Energy Independence and Security Act of...

  17. Calendar | OpenEI Community

    Open Energy Info (EERE)

    Wednesday, October 16 2013 Next Time Items All day All times Viridis Africa 2013 - investment in cleantech 15 Oct 2013 - 08:00 - 16 Oct 2013 - 17:00...

  18. Texas | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Alevine(5) Member 29 July, 2013 - 14:46 Texas Legal Review BHFS flora and fauna leasing Legal review permitting roadmap Texas The NREL roadmap team recently met with...

  19. leasing | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Alevine(5) Member 29 July, 2013 - 14:46 Texas Legal Review BHFS flora and fauna leasing Legal review permitting roadmap Texas The NREL roadmap team recently met with...

  20. BHFS | OpenEI Community

    Open Energy Info (EERE)

    Submitted by Alevine(5) Member 29 July, 2013 - 14:46 Texas Legal Review BHFS flora and fauna leasing Legal review permitting roadmap Texas The NREL roadmap team recently met with...