Coordination of thermostatically controlled loads with unknown parameters
Abstract
Apparatus and methods are disclosed for coordination of a population of Thermostatically Controlled Loads (TCLs) with unknown parameters to achieve group objectives including bidding and market clearing strategies designed to motivate self-interested users to realize efficient energy allocation subject to a peak power constraint. In one examples of the disclosed technology, a method of operating a load includes estimating a set of values for unmeasured parameters of the load's thermal environment based on output measurements of the thermal environment, determining an energy response based on the estimated set of values for the unmeasured parameters, and transmitting a bid for power for a finite time period based on the determined energy response to the coordinator. A clearing price is received from the coordinator responsive to the transmitted bid and power is sent to the load responsive to the received clearing price.
- Inventors:
- Issue Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1503294
- Patent Number(s):
- 10210568
- Application Number:
- 14/866,457
- Assignee:
- Battelle Memorial Institute (Richland, WA)
- Patent Classifications (CPCs):
-
G - PHYSICS G05 - CONTROLLING G05B - CONTROL OR REGULATING SYSTEMS IN GENERAL
G - PHYSICS G06 - COMPUTING G06Q - DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES
- DOE Contract Number:
- AC05-76RL01830
- Resource Type:
- Patent
- Resource Relation:
- Patent File Date: 2015 Sep 25
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 24 POWER TRANSMISSION AND DISTRIBUTION
Citation Formats
Lian, Jianming, Kalsi, Karanjit, Li, Sen, and Zhang, Wei. Coordination of thermostatically controlled loads with unknown parameters. United States: N. p., 2019.
Web.
Lian, Jianming, Kalsi, Karanjit, Li, Sen, & Zhang, Wei. Coordination of thermostatically controlled loads with unknown parameters. United States.
Lian, Jianming, Kalsi, Karanjit, Li, Sen, and Zhang, Wei. Tue .
"Coordination of thermostatically controlled loads with unknown parameters". United States. https://www.osti.gov/servlets/purl/1503294.
@article{osti_1503294,
title = {Coordination of thermostatically controlled loads with unknown parameters},
author = {Lian, Jianming and Kalsi, Karanjit and Li, Sen and Zhang, Wei},
abstractNote = {Apparatus and methods are disclosed for coordination of a population of Thermostatically Controlled Loads (TCLs) with unknown parameters to achieve group objectives including bidding and market clearing strategies designed to motivate self-interested users to realize efficient energy allocation subject to a peak power constraint. In one examples of the disclosed technology, a method of operating a load includes estimating a set of values for unmeasured parameters of the load's thermal environment based on output measurements of the thermal environment, determining an energy response based on the estimated set of values for the unmeasured parameters, and transmitting a bid for power for a finite time period based on the determined energy response to the coordinator. A clearing price is received from the coordinator responsive to the transmitted bid and power is sent to the load responsive to the received clearing price.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2019},
month = {2}
}
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Works referenced in this record:
User interface for a system using digital processors and networks to facilitate, analyze and manage resource consumption
patent-application, November 2003
- Sick, Terrence E.; Howell, John Robert
- US Patent Application 10/386618; 20030216971
System and method for infrastructure design
patent-application, September 2005
- Kauffman, Stuart
- US Patent Application 11/087034; 20050197875
System for measuring electrical power interruptions
patent, November 1997
- Ehlers, Gregory A.; Howerton, Robert D.; Speegle, Gary E.
- US Patent Document 5,684,710
Robust Control of Residential Demand Response Network With Low Bandwidth Input
conference, June 2009
- Burke, William; Auslander, David
- ASME 2008 Dynamic Systems and Control Conference, Parts A and B
Design for distributed energy resources
journal, May 2008
- Driesen, J.; Katiraei, F.
- IEEE Power and Energy Magazine, Vol. 6, Issue 3, p. 30-40
Distributed robust economic dispatch in power systems: A consensus + innovations approach
conference, July 2012
- Kar, S.; Hug, G.
- 2012 IEEE Power & Energy Society General Meeting. New Energy Horizons - Opportunities and Challenges, 2012 IEEE Power and Energy Society General Meeting
Spot market mechanism design and competitivity issues in electric power
journal, April 2001
- Denton, Michael J.; Rassenti, Stephen J.; Smith, Vernon L.
- Journal of Economic Behavior & Organization, Vol. 44, Issue 4
Making a case for Multi-Agent Systems
book, January 1997
- Ygge, Fredrik; Akkermans, Hans
- Lecture Notes in Computer Science
Pacific Northwest GridWise™ Testbed Demonstration Projects; Part I. Olympic Peninsula Project
report, January 2008
- Hammerstrom, Donald J.; Ambrosio, Ron; Carlon, Teresa A.
- PNNL-17167
Bidding for Energy Supply
patent-application, January 2003
- Johnson, Jack J.; Coyle, William F.
- US Patent Application 10/062798; 20030023540
Demand Response as a Market Resource Under the Smart Grid Paradigm
journal, June 2010
- Rahimi, Farrokh; Ipakchi, Ali
- IEEE Transactions on Smart Grid, Vol. 1, Issue 1
Method and apparatus for using a transaction system involving fungible, ephemeral commodities including electrical power
patent-application, March 2002
- Samuelson, Ralph; Tenev, Tichomir; Cazalet, Edward G.
- US Patent Application 09/932694; 20020038279
Demand-and-supply intervening system, demand-and-supply intervening method, and demand-and-supply intervening support program
patent-application, March 2005
- Aisu, Hideyuki; Handa, Keiichi; Tanaka, Toshiaki
- US Patent Application 10/896996; 20050065867
Using Bi-Directional Communications in a Market-Based Resource Allocation System
patent-application, December 2013
- Chassin, David P.; Pratt, Robert G.
- US Patent Application 13/965049; 20130325692
Evaluation of Conservation Voltage Reduction (CVR) on a National Level
report, September 2010
- Schneider, Kevin P.; Fuller, Jason C.; Tuffner, Francis K.
Electric Power Supply System
patent-application, December 2008
- Saeki, Hibiki; Aoyagi, Satoshi; Shirasaka, Takuya
- US Patent Application 12/128461; 20080297113
Bidding for energy supply
patent, August 2013
- Johnson, Jack J.; Coyle, William F.
- US Patent Document 8,504,463
Engery management and building automation system
patent, November 1996
- Ehlers, Gregory A.; Howerton, Robert D.; Speegle, Gary E.
- US Patent Document 5,572,438
Evaluation of Utility System Impacts and Benefits of Optimally Dispatched Plug-In Hybrid Electric Vehicles (Revised)
report, October 2006
- Denholm, P.; Short, W.
Method and system for facilitating, coordinating and managing a competitive marketplace
patent, August 2006
- Winter, Larry A.; Shields, Francis X.; Northcutt, Robert L.
- US Patent Document 7,085,739
Modeling of GE Appliances in GridLAB-D: Peak Demand Reduction
report, April 2012
- Fuller, Jason C.; Vyakaranam, Bharat GNVSR; Prakash Kumar, Nirupama
Business management system and method for a deregulated electric power market using consumer site anomaly detection
patent-application, July 2003
- Spool, Peter R.; Masticola, Stephen; Soni, Dilip
- US Patent Application 10/142628; 20030139939
Electric power grid control using a market-based resource allocation system
patent-application, May 2010
- Chassin, David P.
- US Patent Application 12/587008; 20100114387
Controlling utility consumption
patent-application, February 2004
- Holcombe, Bradford L.
- US Patent Application 10/423252; 20040024483
Weather-based financial index
patent-application, December 2006
- Corby, Paul Mark; Machado, Jr., Roberto Correa; Fox, Frederic D.
- US Patent Application 11/159252; 20060293980
Market-Based Resource Allocation in Grids
conference, December 2006
- Pourebrahimi, B.; Bertels, K.; Kandru, G. M.
- 2006 Second IEEE International Conference on e-Science and Grid Computing (e-Science'06)
Local Public Good Provisioning in Networks: A Nash Implementation Mechanism
journal, December 2012
- Sharma, Shrutivandana; Teneketzis, Demosthenis
- IEEE Journal on Selected Areas in Communications, Vol. 30, Issue 11
Forward-looking transactive pricing schemes for use in a market-based resource allocation system
patent, February 2016
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Document 9,269,108
Target pricing system
patent, November 2005
- Boyd, Dean; Gordon, Mike; Andersson, Jorgen
- US Patent Document 6,963,854
Networked loan market and lending management system
patent-application, March 2007
- Shavit, Eyal; Cheifetz, Yoni; Goren, Nava
- US Patent Application 11/501057; 20070061248
Modeling Power Systems as Complex Adaptive Systems
report, December 2004
- Chassin, David P.; Malard, Joel M.; Posse, Christian
Aggregate Flexibility of Thermostatically Controlled Loads
journal, January 2015
- Hao, He; Sanandaji, Borhan M.; Poolla, Kameshwar
- IEEE Transactions on Power Systems, Vol. 30, Issue 1
Simulating price responsive distributed resources
conference, January 2004
- Lu, N.; Chassin, D. P.; Widergren, S. E.
- IEEE PES Power Systems Conference and Exposition, 2004.
GridLAB-D: An open-source power systems modeling and simulation environment
conference, April 2008
- Chassin, D. P.; Schneider, K.; Gerkensmeyer, C.
- 2008 IEEE/PES Transmission and Distribution Conference and Exposition
Using Bi-Directional Communications in a Market-Based Resource Allocation System
patent-application, December 2013
- Chassin, David P.; Pratt, Robert G.
- US Patent Application 13/964996; 20130325691
Control strategies of thermostatically controlled appliances in a competitive electricity market
conference, January 2005
- Ning Lu, ; Katipamula, S.
- IEEE Power Engineering Society General Meeting, 2005
System and method for controlling usage of a commodity
patent, April 2009
- Ehlers, Gregory A.; Turner, James H.; Beaudet, Joseph
- US Patent Document 7,516,106
Grid regulation services for energy storage devices based on grid frequency
patent, April 2014
- Pratt, Richard M.; Hammerstrom, Donald J.; Kintner-Meyer, Michael C. W.
- US Patent Document 8,700,225
Energy-saving measurement, adjustment and monetization system and method
patent, January 2013
- Egnor, Terry; Reichmuth, Howard; Campbell, William C.
- US Patent Document 8,355,827
Dynamic pricing by scalable energy management systems — Field experiences and simulation results using PowerMatcher
conference, July 2012
- Kok, K.; Roossien, B.; MacDougall, P.
- 2012 IEEE Power & Energy Society General Meeting. New Energy Horizons - Opportunities and Challenges, 2012 IEEE Power and Energy Society General Meeting
A Market-Oriented Programming Environment and its Application to Distributed Multicommodity Flow Problems
journal, August 1993
- Wellman, M. P.
- Journal of Artificial Intelligence Research, Vol. 1
Zero-Knowledge Proofs in Large Trades
patent-application, July 2009
- Thorpe, Christopher; Parkes, David C.
- US Patent Application 12/261249; 20090177591
Convergence Analysis of the Incremental Cost Consensus Algorithm Under Different Communication Network Topologies in a Smart Grid
journal, November 2012
- Zhang, Ziang; Chow, Mo-Yuen
- IEEE Transactions on Power Systems, Vol. 27, Issue 4
Using one-way communications in a market-based resource allocation system
patent, July 2014
- Chassin, David P.; Pratt, Robert G.
- US Patent Document 8,788,415
Ancillary service for the grid via control of commercial building HVAC systems
conference, June 2013
- He Hao, ; Kowli, Anupama
- 2013 American Control Conference (ACC)
Auction Result Prediction with Auction Insurance
patent-application, October 2010
- Ghani, Rayid; Simmons, Hillery D.
- US Patent Application 12/816079; 20100256999
Economic dispatch in microgrids using multi-agent system
conference, September 2012
- Cai, Niannian; Mitra, Joydeep
- 2012 North American Power Symposium (NAPS 2012), 2012 North American Power Symposium (NAPS)
Hybrid Electric Vehicle Energy Management System
patent-application, January 2008
- Tryon, Bruce
- US Patent Application 11/864880; 20080021628
Optimal demand response based on utility maximization in power networks
conference, July 2011
- Li, Na; Chen, Lijun; Low, Steven H.
- 2011 IEEE Power & Energy Society General Meeting, 2011 IEEE Power and Energy Society General Meeting
System And Method For Policy Based Control Of Local Electrical Energy Generation And Use
patent-application, February 2008
- Gopal, Rajeev; Gopal, Rohit
- US Patent Application 11/459353; 20080046387
Price-Responsive Demand Management for a Smart Grid World
journal, January 2010
- Chao, Hung-po
- The Electricity Journal, Vol. 23, Issue 1
Import and Export Manager for Environmentally Relevant Item
patent-application, December 2008
- Musier, Reiner F.H.; Melby, John M.; Shults, Robert B.
- US Patent Application 12/062285; 20080300907
Environmental condition control and energy management system and method
patent, July 1999
- Ehlers, Gregory A.; Silva, Richard M.
- US Patent Document 5,924,486
Utility usage rate monitor
patent-application, July 2004
- Gladwin, Paul; Halliwell, Ross
- US Patent Application 10/474659; 20040140908
Design Considerations for Frequency Responsive Grid Friendly>sup/sup< Appliances
conference, January 2006
- Ning Lu, ; Hammerstrom, D. J.
- 2005/2006 PES TD
Decentralized Coordination through Digital Technology, Dynamic Pricing, and Customer-Driven Control: The GridWise Testbed Demonstration Project
journal, October 2008
- Chassin, David P.; Kiesling, Lynne
- The Electricity Journal, Vol. 21, Issue 8, p. 51-59
Systems and methods for modeling energy consumption and creating demand response strategies using learning-based approaches
patent, November 2017
- Li, Shuhui; Sun, Ming; Zhang, Dong-Qing
- US Patent Document 9,817,375
Preventing Conflicts Among Bid Curves Used with Transactive Controllers in a Market-Based Resource Allocation System
patent-application, November 2012
- Fuller, Jason C.; Chassin, David P.; Pratt, Robert G.
- US Patent Application 13/096770; 20120278221
GridLAB-D Technical Support Document: Residential End-Use Module Version 1.0
report, July 2008
- Taylor, Zachary T.; Gowri, Krishnan; Katipamula, Srinivas
System and method for infrastructure design
patent-application, October 2001
- Kauffman, Stuart
- US Patent Application 09/785411;20010032029
Aggregated Modeling and Control of Air Conditioning Loads for Demand Response
journal, November 2013
- Zhang, Wei; Lian, Jianming; Chang, Chin-Yao
- IEEE Transactions on Power Systems, Vol. 28, Issue 4, p. 4655-4664
Subsidizer for Networked Loan Market and Lending Management System
patent-application, October 2008
- Shavit, Eyal; Cheifetz, Yoni; Goren, Nava
- US Patent Application 12/108781; 20080243664
Systems and methods for sharing excess profits
patent-application, March 2003
- Ginsberg, Phillip M.
- US Patent Application 09/955594; 20030055774
Agent Based Auction System and Method for Allocating Distributed Energy Resources
patent-application, May 2007
- Troxell, Wade; Gibson, Gerald
- US Patent Application 11/565380; 20070124026
Integrated Power Management of Data Centers and Electric Vehicles for Energy and Regulation Market Participation
journal, September 2014
- Li, Sen; Brocanelli, Marco; Zhang, Wei
- IEEE Transactions on Smart Grid, Vol. 5, Issue 5
Systems and Methods for Managing a Smart Grid Network
patent-application, January 2011
- Mazzarella, Joseph R.
- US Patent Application 12/856790; 20110015801
Radial distribution test feeders
journal, January 1991
- Kersting, W. H.
- IEEE Transactions on Power Systems, Vol. 6, Issue 3
Negotiation of Power Rates Based on Dynamic Workload Distribution
patent-application, March 2010
- Boss, Gregory J.; Doran, James R.; Hamilton, II, Rick A.
- US Patent Application 12/203366; 20100057625
Demand response with moving horizon estimation of individual thermostatic load states from aggregate power measurements
conference, June 2014
- Vrettos, Evangelos; Mathieu, Johanna L.; Andersson, Goran
- 2014 American Control Conference - ACC 2014
User's Manual for TMY2s (Typical Meteorological Years) - Derived from the 1961-1990 National Solar Radiation Data Base
report, June 1995
- Marion, William; Urban, Ken
Grid regulation services for energy storage devices based on grid frequency
patent, July 2013
- Pratt, Richard M.; Hammerstrom, Donald J.; Kintner-Meyer, Michael C. W.
- US Patent Document 8,478,452
Demand-Side Management for Regulation Service Provisioning Through Internal Pricing
journal, August 2012
- Paschalidis, Ioannis Ch.; Li, Binbin; Caramanis, Michael C.
- IEEE Transactions on Power Systems, Vol. 27, Issue 3
Demand Side Management: Demand Response, Intelligent Energy Systems, and Smart Loads
journal, August 2011
- Palensky, Peter; Dietrich, Dietmar
- IEEE Transactions on Industrial Informatics, Vol. 7, Issue 3
Statistical mechanics: a possible model for market-based electric power control
conference, January 2004
- Chassin, D. P.
- 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the
A State-Queueing Model of Thermostatically Controlled Appliances
journal, August 2004
- Lu, N.; Chassin, D. P.
- IEEE Transactions on Power Systems, Vol. 19, Issue 3, p. 1666-1673
Exchange Rates for Environmentally Relevant Items
patent-application, December 2008
- Musier, Reiner F. H.; Melby, John M.; Shults, Robert B.
- US Patent Application 12/062316; 20080300935
Energy network commerce system
patent, January 2002
- Gaus, John P.; DeWeese, Jeff
- US Patent Document 6,343,277
System and method for enabling the real time buying and selling of electricity generated by fuel cell powered vehicles
patent-application, September 2002
- McArthur, Grant; Hardwick, Aaron
- US Patent Application 09/808042; 20020132144
Detailed end use load modeling for distribution system analysis
conference, July 2010
- Schneider, K. P.; Fuller, J. C.
- Energy Society General Meeting, IEEE PES General Meeting
Bidding for energy supply
patent-application, July 2002
- Johnson, Jack J.; Coyle, William F.
- US Patent Application 10/062798; 20020091626
Method and system for conducting an auction for electricity markets
patent-application, February 2003
- Hao, Shangyou; Shirmmohammadi, Dariush
- US Patent Application 09/860350; 20030041002
A Reinforcement Learning Model to Assess Market Power Under Auction-Based Energy Pricing
journal, February 2007
- Nanduri, Vishnuteja; Das, Tapas K.
- IEEE Transactions on Power Systems, Vol. 22, Issue 1
Exchange, scheduling and control system for electrical power
patent, March 2008
- Ristanovic, Petar; Bjelogric, Milan; Frame, James G.
- US Patent Document 7,343,360
Designing incentive compatible contracts for effective demand management
journal, January 2000
- Fahrioglu, M.; Alvarado, F. L.
- IEEE Transactions on Power Systems, Vol. 15, Issue 4
Forward-looking transactive pricing schemes for use in a market-based resource allocation system
patent, May 2016
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Document 9,342,850
Dispatch of direct load control using dynamic programming
journal, January 1991
- Yuan-Yih Hsu,
- IEEE Transactions on Power Systems, Vol. 6, Issue 3
Electric power grid control using a market-based resource allocation system
patent, January 2014
- Chassin, David P.
- US Patent Document 8,639,392
Method for running electric energy storage system
patent-application, September 2002
- Mima, Toshiyuki
- US Patent Application 10/010925; 20020128747
Resilient Networked Control of Distributed Energy Resources
journal, July 2012
- Dominguez-Garcia, Alejandro D.; Hadjicostis, Christoforos N.; Vaidya, Nitin H.
- IEEE Journal on Selected Areas in Communications, Vol. 30, Issue 6
System and method for creating and operating an enhanced distributed energy network or virtual power plant
patent-application, July 2003
- Mazzarella, Joseph R.
- US Patent Application 10/194483; 20030144864
System and method for enabling the real time buying and selling of electricity generated by fuel cell powered vehicles
patent, November 2006
- McArthur, Grant; Hardwick, Aaron
- US Patent Document 7,141,321
Adaptive and reliable system and method for operations management
patent-application, January 2003
- Saias, Isaac; Darley, Vince; Kauffman, Stuart A.
- US Patent Application 09/345441; 20030014379
Preventing conflicts among bid curves used with transactive controllers in a market-based resource allocation system
patent, March 2017
- Fuller, Jason C.; Chassin, David P.; Pratt, Robert G.
- US Patent Document 9,589,297
Derivatives having demand-based, adjustable returns, and trading exchange therefor
patent, November 2013
- Lange, Jeffrey; Baron, Kenneth
- US Patent Document 8,577,778
Electrical power distribution control methods, electrical energy demand monitoring methods, and power management devices
patent-application, December 2004
- Chassin, David P.; Donnelly, Matthew K.; Dagle, Jeffery E.
- US Patent Application 10/461137; 20040254688
The impact of informational feedback on energy consumption—A survey of the experimental evidence
journal, April 2010
- Faruqui, Ahmad; Sergici, Sanem; Sharif, Ahmed
- Energy, Vol. 35, Issue 4
Method and apparatus for trading energy commitments
patent-application, February 2005
- Gilbert, Joel; Smith, William M.
- US Patent Application 10/629891; 20050027636
Market Clearing Price Forecasting in Deregulated Electricity Markets Using Adaptively Trained Neural Networks
book, January 2006
- Georgilakis, Pavlos S.; Antoniou, Grigoris; Potamias, George
- Advances in Artificial Intelligence
Development of an Optimal Vehicle-to-Grid Aggregator for Frequency Regulation
journal, June 2010
- Sekyung Han, ; Sezaki, Kaoru
- IEEE Transactions on Smart Grid, Vol. 1, Issue 1
Spot market clearing
patent-application, May 2005
- Shields, Francis X.; Bessemer, Todd W.; Ruane, Mark A.
- US Patent Application 10/787529; 20050114255
Self-Correcting HVAC Controls: Algorithms for Sensors and Dampers in Air-Handling Units
report, December 2009
- Fernandez, Nicholas; Brambley, Michael R.; Katipamula, Srinivas
Energy usage monitoring and balancing method and system
patent, May 2011
- Hamilton, II, Rick A.; Haugh, Julianne Frances; Kozloski, James R.
- US Patent Document 7,953,519
Analytics and Transactive Control Design for the Pacific Northwest Smart Grid Demonstration Project
conference, October 2010
- Huang, Pu; Kalagnanam, Jayant; Natarajan, Ramesh
- 2010 1st IEEE International Conference on Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on Smart Grid Communications
The Abstract Machine Model for Transaction-based System Control
report, January 2003
- Chassin, David P.
Using bi-directional communications in a market-based resource allocation system
patent, September 2015
- Chassin, David P.; Pratt, Robert G.
- US Patent Document 9,129,337
Forward-Looking Transactive Pricing Schemes for Use in a Market-Based Resource Allocation System
patent-application, November 2012
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Application 13/096682; 20120278220
A Utility-Based Double Auction Mechanism for Efficient Grid Resource Allocation
conference, December 2008
- Satayapiwat, Chainan; Egawa, Ryusuke; Takizawa, Hiroyuki
- 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)
System and method for network control and provisioning
patent, July 2007
- Blouin, Francois; Mohan, Dinesh; Beshai, Maged E.
- US Patent Document 7,249,169
Reputation-aware Transaction Mechanisms in Grid Resource Market
conference, August 2007
- Lu, Weina; Yang, Shoubao; Guo, Leitao
- Sixth International Conference on Grid and Cooperative Computing (GCC 2007)
General drive control system and generat drive control method
patent-application, February 2006
- Isono, Hiroshi; Mizutani, Yasuji; Yamamoto, Takayuki
- US Patent Application 10/527682; 20060036357
Tariff Generation, Invoicing and Contract Management
patent-application, December 2009
- Young, Simon Venn; Philpott, Andrew Bryan
- US Patent Application 12/479385; 20090307059
Business management system and method for a deregulated electric power market using customer circles aggregation
patent-application, February 2003
- Spool, Peter R.; Masticola, Stephen; Soni, Dilip
- US Patent Application 10/143106; 20030040845
Method Of Controlling A Recuperated Turbine Engine
patent-application, February 2008
- Tryon, Bruce
- US Patent Application 11/926367; 20080051977
Modern Grid Strategy: Enhanced GridLAB-D Capabilities Final Report
report, September 2009
- Schneider, Kevin P.; Fuller, Jason C.; Tuffner, Francis K.
- PNNL-18864
Two Market Models for Demand Response in Power Networks
conference, October 2010
- Chen, Lijun; Li, Na; Low, Steven H.
- 2010 1st IEEE International Conference on Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on Smart Grid Communications
Aggregated Management System
patent-application, February 2010
- Martin, Alastair
- US Patent Application 12/374197; 20100049371
Renewable Energy System Business Tuning
patent-application, January 2010
- Arfin, David; Tarbell, Ben
- US Patent Application 12/172221; 20100010939
Pacific Northwest GridWise? Testbed Demonstration Projects; Part II. Grid Friendly? Appliance Project
report, October 2007
- Hammerstrom, Donald J.; Brous, Jerry; Chassin, David P.
Method and apparatus for providing a virtual electric utility
patent-application, March 2009
- Forbes, JR., Joseph W.
- US Patent Application 12/001819; 20090063228
Business management system and method for a deregulated electric power market
patent-application, May 2003
- Spool, Peter R.; Masticola, Stephen; Soni, Dilip
- US Patent Application 10/143107; 20030093332
Environmental condition control and energy management system and method
patent, April 2001
- Ehlers, Gregory A.; Silva, Richard M.
- US Patent Document 6,216,956
Platform/Method for Evaluating, Aggregating and Placing of Renewable Energy Generating Assets
patent-application, May 2009
- Arfin, David; Chaleff, Norman
- US Patent Application 11/942930; 20090132360
Price discovery in dynamic power markets with low-voltage distribution-network participants
conference, April 2014
- Ntakou, Elli; Caramanis, Michael
- 2014 IEEE/PES Transmission & Distribution Conference & Exposition (T&D), 2014 IEEE PES T&D Conference and Exposition
Using bi-directional communications in a market-based resource allocation system
patent, April 2014
- Chassin, David P.; Pratt, Robert G.
- US Patent Document 8,694,409
Coordination of Thermostatically Controlled Loads
patent-application, March 2016
- Lian, Jianming; Kalsi, Karanjit; Li, Sen
- US Patent Application 14/866404; 20160092978
Business management system and method for a deregulated electric power market using cooperatively produced estimates
patent-application, February 2003
- Spool, Peter R.; Masticola, Stephen; Soni, Dilip
- US Patent Application 10/142519; 20030041016
Consensus Based Approach for Economic Dispatch Problem in a Smart Grid
journal, November 2013
- Yang, Shiping; Tan, Sicong; Xu, Jian-Xin
- IEEE Transactions on Power Systems, Vol. 28, Issue 4
Load Reduction, Demand Response and Energy Efficient Technologies and Strategies
report, November 2008
- Boyd, Paul A.; Parker, Graham B.; Hatley, Darrel D.
A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles
journal, June 2013
- Vandael, Stijn; Claessens, Bert; Hommelberg, Maarten
- IEEE Transactions on Smart Grid, Vol. 4, Issue 2
Distribution power flow for smart grid technologies
conference, March 2009
- Schneider, K. P.; Chassin, D.; Chen, Y.
- 2009 IEEE/PES Power Systems Conference and Exposition (PSCE)
Effects of distributed energy resources on conservation voltage reduction (CVR)
conference, July 2011
- Singh, Ruchi; Tuffner, Francis; Fuller, Jason
- 2011 IEEE Power & Energy Society General Meeting, 2011 IEEE Power and Energy Society General Meeting
Analysis of Residential Demand Response and double-auction markets
conference, July 2011
- Fuller, J. C.; Schneider, K. P.; Chassin, D.
- 2011 IEEE Power & Energy Society General Meeting, 2011 IEEE Power and Energy Society General Meeting
Method and system for assessing energy performance
patent, July 2007
- McCalla, Brian
- US Patent Document 7,243,044
Using one-way communications in a market-based resource allocation system
patent-application, April 2010
- Chassin, David P.; Pratt, Robert G.
- US Patent Application 12/587006; 20100106641;
The path of the smart grid
journal, January 2010
- Farhangi, H.
- IEEE Power and Energy Magazine, Vol. 8, Issue 1
Modeling and control of aggregated air conditioning loads under realistic conditions
conference, February 2013
- Chin-Yao Chang,
- 2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT 2013), 2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT)
Auction Methods and Systems
patent-application, December 2011
- Conwell, William Y.
- US Patent Application 13/213972; 20110301964
Energy management system and method for monitoring and optimizing energy usage, identifying energy savings and facilitating procurement of energy savings products and services
patent-application, November 2002
- Or, Ellen Pak-Wah; Such, Joseph A.
- US Patent Application 10/142945; 20020178047
Deriving optimal operational rules for mitigating inter-area oscillations
conference, March 2011
- Diao, Ruisheng; Huang, Zhenyu; Zhou, Ning
- 2011 IEEE/PES Power Systems Conference and Exposition (PSCE)
Planning and control of Electric Vehicles using dynamic energy capacity models
conference, December 2013
- Jianzhe Liu,
- 2013 IEEE 52nd Annual Conference on Decision and Control (CDC), 52nd IEEE Conference on Decision and Control
An Integrated Architecture for Demand Response Communications and Control
conference, January 2008
- LeMay, Michael; Nelli, Rajesh; Gross, George
- 2008 41st Annual Hawaii International Conference on System Sciences, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008)
Chortle-crf: Fast technology mapping for lookup table-based FPGAs
conference, January 1991
- Francis, Robert; Rose, Jonathan; Vranesic, Zvonko
- Proceedings of the 28th conference on ACM/IEEE design automation conference - DAC '91
Power Demand Control System for Air Conditioning Equipment
patent-application, September 2009
- Wang, Yu-Huan; Lin, Shu-Fen; Liao, Shiue-Juan
- US Patent Application 12/339020; 20090228151
Residential real-time price response simulation
conference, July 2011
- Widergren, S.; Subbarao, K.; Chassin, D.
- 2011 IEEE Power & Energy Society General Meeting, 2011 IEEE Power and Energy Society General Meeting
Overspeed control system for gas turbine electric powerplant
patent, May 2005
- Munson, Jr., Bill C.
- US Patent Document 6,895,325
Analysis of distribution level residential demand response
conference, March 2011
- Schneider, K. P.; Fuller, J. C.; Chassin, D.
- 2011 IEEE/PES Power Systems Conference and Exposition (PSCE)
The pacific northwest demand response market demonstration
conference, July 2008
- Chassin, David P.; Hammerstrom, Donald J.; DeSteese, John G.
- 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century
Scheduling and Control in a Power Aggregation System for Distributed Electric Resources
patent-application, February 2008
- Pollack, Seth; Bridges, Seth; Kaplan, David
- US Patent Application 11/836749; 20080039980
Advanced Demand Side Management for the Future Smart Grid Using Mechanism Design
journal, September 2012
- Samadi, Pedram; Mohsenian-Rad, Hamed; Schober, Robert
- IEEE Transactions on Smart Grid, Vol. 3, Issue 3
Business management system and method for a deregulated electric power market using consumer selected special offers
patent-application, February 2003
- Spool, Peter R.; Masticola, Stephen; Soni, Dilip
- US Patent Application 10/142570; 20030041017
System and method for monitoring and controlling energy usage
patent, November 2006
- Bartone, Erik J.; Mendenhall, Jr., Ernest L.; McClutchy, Jr., John H.
- US Patent Document 7,135,956
An Evaluation of the HVAC Load Potential for Providing Load Balancing Service
journal, September 2012
- Lu, Ning
- IEEE Transactions on Smart Grid, Vol. 3, Issue 3
PowerMatcher: multiagent control in the electricity infrastructure
conference, January 2005
- Kok, J. K.; Warmer, C. J.; Kamphuis, I. G.
- Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems - AAMAS '05
Price Formation in Double Auctions
journal, January 1998
- Gjerstad, Steven; Dickhaut, John
- Games and Economic Behavior, Vol. 22, Issue 1
Approving Energy Transaction Plans Associated with Electric Vehicles
patent-application, December 2009
- Hafner, James Lee; O'Mara, Melissa Wiltsey; Williamson, Paul Stuart
- US Patent Application 12/139571; 20090313174
Decentralizing the economic dispatch problem using a two-level incremental cost consensus algorithm in a smart grid environment
conference, August 2011
- Ziang Zhang,
- 2011 North American Power Symposium (NAPS 2011)
Method and system for automated bid advice for auctions
patent-application, May 2003
- Guler, Kemal; Liu, Tongwei; Tang, Hsiu-Khuern
- US Patent Application 09/955264; 20030093357
Modeling Uncertainties in Aggregated Thermostatically Controlled Loads Using a State Queueing Model
journal, May 2005
- Lu, N.; Chassin, D. P.; Widergren, S. E.
- IEEE Transactions on Power Systems, Vol. 20, Issue 2
Scheduling Power Consumption With Price Uncertainty
journal, September 2011
- Kim, Tùng T.; Poor, H. Vincent
- IEEE Transactions on Smart Grid, Vol. 2, Issue 3
System and method for planning energy supply and interface to an energy management system for use in planning energy supply
patent, January 2004
- Weiss, Anton
- US Patent Document 6,681,156
Intelligent sensor and controller framework for the power grid
patent, July 2015
- Akyol, Bora; Haack, Jereme Nathan; Craig, Jr., Philip Allen
- US Patent Document 9,094,385
System and method for participation in energy-related markets
patent-application, December 2010
- Crabtree, Jason; McCord, Alan; Jia, Jimmy
- US Patent Application 12/802705; 20100332373
Transactive Control and Coordination Framework and Associated Toolkit Functions
patent-application, June 2014
- Hammerstrom, Donald J.; Melton, Ron; Esram, Trishan
- US Patent Document 14/108078; 20140172503
Dispatch of distributed generators under local-information constraints
conference, June 2014
- Pantoja, Andres; Quijano, Nicanor; Passino, Kevin M.
- 2014 American Control Conference - ACC 2014
A Taxonomy of North American radial distribution feeders
conference, July 2009
- Schneider, K. P.; Chen, Y.; Engle, D.
- Energy Society General Meeting (PES), 2009 IEEE Power & Energy Society General Meeting
Real-time power control of data centers for providing Regulation Service
conference, December 2013
- Hao Chen, ; Coskun, Ayse K.; Caramanis, Michael C.
- 2013 IEEE 52nd Annual Conference on Decision and Control (CDC), 52nd IEEE Conference on Decision and Control
Smart building real time pricing for offering load-side Regulation Service reserves
conference, December 2013
- Bilgin, Enes; Caramanis, Michael C.; Paschalidis, Ioannis C.
- 2013 IEEE 52nd Annual Conference on Decision and Control (CDC), 52nd IEEE Conference on Decision and Control
System and method of controlling an HVAC system
patent, March 2008
- Ehlers, Gregory A.; Beaudet, Joseph
- US Patent Document 7,343,226
Variable Incentive and Virtual Market System
patent-application, March 2010
- Silverman, Lawrence
- US Patent Application 12/471553; 20100076835
Forward-Looking Transactive Pricing Schemes for Use in a Market-Based Resource Allocation System
patent-application, September 2013
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Application 13/846647; 20130254090
System and method for controlling delivering of a commodity
patent, August 2008
- Ehlers, Gregory A.; Turner, James H.; Beaudet, Joseph
- US Patent Document 7,418,428
System and method of controlling delivery and/or usage of a commodity
patent, May 2008
- Ehlers, Gregory A.; Turner, James H.; Beaudet, Joseph
- US Patent Document 7,379,997
Forward-Looking Transactive Pricing Schemes for Use in a Market-Based Resource Allocation System
patent-application, August 2013
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Application 13/846637; 20130218743
Intelligence in Electricity Networks for Embedding Renewables and Distributed Generation
book, November 2009
- Kok, J. K.; Scheepers, M. J. J.; Kamphuis, I. G.
- Intelligent Infrastructures
Instability of Equilibria in Experimental Markets: Upward-Sloping Demands, Externalities, and Fad-Like Incentives
journal, January 1999
- Plott, Charles R.; Smith, Jared
- Southern Economic Journal, Vol. 65, Issue 3
Power supply/demand control system
patent-application, April 2003
- Kanbara, Teruhisa; Gyoten, Hisaaki; Tanigawa, Hidekazu
- US Patent Application 10/148383; 20030078797
Market-Based Coordination of Thermostatically Controlled Loads—Part I: A Mechanism Design Formulation
journal, March 2016
- Li, Sen; Zhang, Wei; Lian, Jianming
- IEEE Transactions on Power Systems, Vol. 31, Issue 2
Optimal Residential Load Control With Price Prediction in Real-Time Electricity Pricing Environments
journal, September 2010
- Mohsenian-Rad, Amir-Hamed; Leon-Garcia, Alberto
- IEEE Transactions on Smart Grid, Vol. 1, Issue 2
Electric power grid control using a market-based resource allocation system
patent, July 2015
- Chassin, David P.
- US Patent Document 9,087,359
Replicated derivatives having demand-based, adjustable returns, and trading exchange therefor
patent, February 2012
- Lange, Jeffrey; Baron, Kenneth; Walden, Charles
- US Patent Document 8,126,794
The influence of topology changes on inter-area oscillation modes and mode shapes
conference, July 2011
- Chen, Yousu; Fuller, Jason; Diao, Ruisheng
- 2011 IEEE Power & Energy Society General Meeting, 2011 IEEE Power and Energy Society General Meeting
Optimal Bidding Strategy for Microgrids Considering Renewable Energy and Building Thermal Dynamics
journal, July 2014
- Nguyen, Duong Tung; Le, Long Bao
- IEEE Transactions on Smart Grid, Vol. 5, Issue 4
Strategic Bidding for Price-Taker Hydroelectricity Producers
journal, November 2007
- De Ladurantaye, Daniel; Gendreau, Michel; Potvin, Jean-Yves
- IEEE Transactions on Power Systems, Vol. 22, Issue 4
Multi-Dimensional Matching in Networked Loan Market and Lending Management System
patent-application, October 2008
- Shavit, Eyal; Cheifetz, Yoni; Goren, Nava
- US Patent Application 12/108766; 20080243682
Intelligent Routing Of Electric Power
patent-application, December 2008
- Mashinsky, Alex; Eng, Chi K.
- US Patent Application 12/229706; 20080319893
Enhanced parimutuel wagering
patent-application, April 2011
- Lange, Jeffrey; Baron, Kenneth Charles; Walden, Charles
- US Patent Application 12/924766; 20110081955
Embedded Renewable Energy Certificates and System
patent-application, October 2006
- Cynamom, Joshua David; Hudson, Hoyt Emmet
- US Patent Application 10/907939; 20060241951
MANGO – Modal Analysis for Grid Operation: A Method for Damping Improvement through Operating Point Adjustment
report, October 2010
- Huang, Zhenyu; Zhou, Ning; Tuffner, Francis K.
Methods, apparatus and systems for managing energy assets
patent, November 2014
- Steven, Alain P.; Zibelman, Audrey A.; DeVore, Duncan K.
- US Patent Document 8,892,264
Market power and efficiency in a computational electricity market with discriminatory double-auction pricing
journal, January 2001
- Nicolaisen, J.; Petrov, V.; Tesfatsion, L.
- IEEE Transactions on Evolutionary Computation, Vol. 5, Issue 5
Using bi-directional communications in a market-based resource allocation system
patent, May 2015
- Chassin, David P.; Pratt, Robert G.
- US Patent Document 9,026,473
Method for optimal winner determination in combinatorial auctions
patent, May 2010
- Sandholm, Tuomas; Suri, Subhash
- US Patent Document 7,716,101
Nested, Hierarchical Resource Allocation Schema for Management and Control of an Electric Power Grid
patent-application, July 2010
- Chassin, David P.; Pratt, Robert G.
- US Patent Application 12/686243; 20100179862
Multi-State Load Models for Distribution System Analysis
journal, November 2011
- Schneider, Kevin P.; Fuller, Jason C.; Chassin, David P.
- IEEE Transactions on Power Systems, Vol. 26, Issue 4
Bidding for energy supply to resellers and their customers
patent, September 2013
- Johnson, Jack J.; Coyle, William F.
- US Patent Document 8,527,389
Business management system and method for a deregulated electric power market using online diagnostic services
patent-application, February 2003
- Spool, Peter R.; Masticola, Stephen; Soni, Dilip
- US Patent Application 10/143421; 20030040844
Electric power shuttling and management system, and method
patent-application, June 2005
- Villalobos, Victor M.
- US Patent Application 10/730848; 20050125243
Simultaneous optimal auctions using augmented lagrangian and surrogate optimization
patent, October 2009
- Yan, Joseph H.; Luh, Peter B.; Stern, Gary A.
- US Patent Document 7,599,866
System and method for electric grid utilization and optimization
patent-application, August 2010
- Crabtree, Jason; Raian, Pravin; Galvin, Brian R.
- US Patent Application 12/584789; 20100217550
System for rate-related control of electrical loads
patent, December 1997
- Ehlers, Gregory A.; Howerton, Robert D.; Speegle, Gary E.
- US Patent Document 5,696,695
Dashboard for Environmentally Relevant Items
patent-application, December 2008
- Musier, Reiner F.H.; Melby, John M.; Shults, Robert B.
- US Patent Application 12/062330; 20080306801
System and method for evaluating future collateral risk quality of real estate
patent-application, August 2004
- Miller, Norman; Hansen, Greg; Sennott, Mark
- US Patent Application 10/358280; 20040153330
Using bi-directional communications in a market-based resource allocation system
patent-application, April 2010
- Chassin, David P.; Pratt, Robert G.
- US Patent Application 12/587009; 20100106332
Coordinated Scheduling of Residential Distributed Energy Resources to Optimize Smart Home Energy Services
journal, September 2010
- Pedrasa, Michael Angelo A.; Spooner, Ted D.; MacGill, Iain F.
- IEEE Transactions on Smart Grid, Vol. 1, Issue 2
System and method for monitoring and controlling energy usage
patent, October 2003
- Bartone, Erik J.; Mendenhall, Jr., Ernest L.; McClutchy, Jr., John H.
- US Patent Document 6,633,823
Simultaneous optimal auctions using augmented lagrangian and surrogate optimization
patent-application, June 2005
- Yan, Joseph H.; Luh, Peter B.; Stern, Gary A.
- US Patent Application 10/746970; 20050137959
System and Method for Home Energy Monitor and Control
patent-application, August 2009
- Frader-Thompson, Seth; von Muehlen, Stephan; Kennedy, Thomas
- US Patent Application 12/024957; 20090195349
Gauss-Seidel accelerated: implementing flow solvers on field programmable gate arrays
conference, January 2006
- Chassin, D. P.; Armstrong, P. R.; Chavarria-Miranda, D. G.
- 2006 IEEE Power Engineering Society General Meeting
Digital options having demand-based, adjustable returns, and trading exchange therefor
patent-application, January 2012
- Lange, Jeffrey
- US Patent Application 13/135456; 20120022995
Nested, hierarchical resource allocation schema for management and control of an electric power grid
patent, August 2016
- Chassin, David P.; Pratt, Robert G.
- US Patent Document 9,425,620
Project 2.6 - Enhancement of the Whole-Building Diagnostician
report, August 2003
- Chassin, David P.; Carlon, Teresa A.; Bauman, Nathan N.
Systems and Methods for Managing Clean Energy Productions and Credits
patent-application, January 2011
- Mazzarella, Joseph R.
- US Patent Application 12/856787; 20110016055
Forward-looking transactive pricing schemes for use in a market-based resource allocation system
patent, January 2016
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Document 9,240,026
Risk Profiles in Networked Loan Market and Lending Management System
patent-application, October 2008
- Shavit, Eyal; Cheifetz, Yoni; Goren, Nava
- US Patent Application 12/108757; 20080243719
Market-Based Coordination of Thermostatically Controlled Loads—Part II: Unknown Parameters and Case Studies
journal, March 2016
- Li, Sen; Zhang, Wei; Lian, Jianming
- IEEE Transactions on Power Systems, Vol. 31, Issue 2
A Survey of Computer Vision-Based Human Motion Capture
journal, March 2001
- Moeslund, Thomas B.; Granum, Erik
- Computer Vision and Image Understanding, Vol. 81, Issue 3
System and method of controlling an HVAC system
patent, October 2006
- Ehlers, Gregory A.; Beaudet, Joseph
- US Patent Document 7,130,719
Method and a system for automatic management of demand for non-durables
patent-application, November 2006
- Gjerde, Jan Ove; Vu, Khoi Tien
- US Patent Application 10/559368; 20060259199
A production costing methodology for evaluation of direct load control
journal, January 1991
- Salehfar, H.; Patton, A. D.
- IEEE Transactions on Power Systems, Vol. 6, Issue 1
Distributing resources in a market-based resource allocation system
patent-application, April 2010
- Chassin, David P.
- US Patent Application 12/587000; 20100107173
Apparatus and method for prioritizing opportunities
patent-application, August 2003
- Laskoski, Sarah
- US Patent Application 09/683668; 20030149672
System and method for conducting combinatorial exchanges
patent-application, January 2007
- Jain, Rahul; Kaskiris, Charis; Varaiya, Pravin
- US Patent Application 11/389558; 20070011080
Distributed Hierarchical Control Architecture for Integrating Smart Grid Assets During Normal and Disrupted Operations
patent-application, July 2014
- Kalsi, Karan; Fuller, Jason C.; Somani, Abhishek
- US Patent Application 14/145742; 20140188689
Method for optimizing energy consumption and cost
patent-application, February 2003
- Yellepeddy, Krishna Kishore; Dutta, Rabindranath
- US Patent Application 09/931305; 20030036820
Final Report for the Energy Efficient and Affordable Small Commercial and Residential Buildings Research Program. Project 3.3 - Smart Load Control and Grid Friendly Appliances
report, July 2003
- Kintner-Meyer, Michael C.W.; Guttromson, Ross T.; Oedingen, Daniel L.
- PNNL-14342
FlowMap: an optimal technology mapping algorithm for delay optimization in lookup-table based FPGA designs
journal, January 1994
- Cong, J.
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 13, Issue 1
Transactive Controls: A Market-Based GridWiseTM Controls for Building Systems
report, July 2006
- Katipamula, Srinivas; Chassin, David P.; Hatley, Darrel D.
Solar radiation collector and system for converting and storing collected solar energy
patent, March 1977
- Arthur, David M.
- US Patent Document 4,010,614
System and method for trading complex energy securities
patent-application, August 2010
- Crabtree, Jason; Rajan, Pravin; Galvin, Brian R.
- US Patent Application 12/799310; 20100218108
Voltage control devices on the IEEE 8500 node test feeder
conference, April 2010
- Schneider, K. P.; Fuller, J. C.
- IEEE PES T&D 2010
Systems and method for incorporating bidder budgets in multi-item auctions
patent, September 2012
- Milgrom, Paul R.; Goldband, Steve
- US Patent Document 8,271,345
Method Of Anticipating A Vehicle Destination
patent-application, January 2008
- Tryon, Bruce
- US Patent Application 11/864872; 20080027639
System and Method for Incentive-Based Resource Conservation
patent-application, May 2010
- Wigder, David; Gonen, Ron
- US Patent Application 12/692090; 20100121700
Agent-Based Electricity Balancing with Distributed Energy Resources, A Multiperspective Case Study
conference, January 2008
- Kok, Koen; Derzsi, Zsofia; Gordijn, Jaap
- 2008 41st Annual Hawaii International Conference on System Sciences, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008)
Residential energy resource models for distribution feeder simulation
conference, January 2003
- Guttromson, R. T.; Chassin, D. P.; Widergren, S. E.
- 2003 IEEE Power Engineering Society General Meeting
Method for optimizing energy consumption and cost
patent-application, July 2004
- Yellepeddy, Krishna Kishore; Dutta, Rabindranath
- US Patent Application 10/735207; 20040128266
Digital options having demand-based, adjustable returns, and trading exchange therefor
patent, August 2011
- Lange, Jeffrey
- US Patent Document 7,996,296
Distributed algorithmic mechanism design: recent results and future directions
conference, January 2002
- Feigenbaum, Joan; Shenker, Scott
- Proceedings of the 6th international workshop on Discrete algorithms and methods for mobile computing and communications - DIALM '02
Price-taker bidding strategy under price uncertainty
journal, November 2002
- Conejo, A. J.; Nogales, F. J.; Arroyo, J. M.
- IEEE Transactions on Power Systems, Vol. 17, Issue 4
Multifactorial Optimization System and Method
patent-application, April 2007
- Hoffberg, Steven M.
- US Patent Application 11/467931; 20070087756
Optimization of microgrid energy use and distribution
patent, April 2014
- Ozog, Michael T.
- US Patent Document 8,706,650
Electric Power Grid Control Using a Market-Based Resource Allocation System
patent-application, July 2014
- Chassin, David P.
- US Patent Application 14/166662; 20140201018
Evaluation of Representative Smart Grid Investment Project Technologies: Demand Response
report, February 2012
- Fuller, Jason C.; Prakash Kumar, Nirupama; Bonebrake, Christopher A.
Programmable electricity consumption monitoring system and method
patent, May 2006
- Rodenberg, III, Ernest Adolph; Borden, Robert Richard
- US Patent Document 7,043,380
Hybrid Electric Vehicle Energy Management System
patent-application, October 2005
- Tryon, Bruce W.
- US Patent Application 10/708897; 20050228553
Decentralized Markets versus Central Control: A Comparative Study
journal, July 1999
- Ygge, F.; Akkermans, H.
- Journal of Artificial Intelligence Research, Vol. 11
Adaptive Load Management; A System for Incorporating Customer Electrical Demand Information for Demand and supply Side Energy Management
patent-application, April 2012
- Ilic, Marija Dragoljub; Joo, Jhi Young; Andrews, Burton Warren
- US Patent Application 12/895780; 20120083930
Enhanced parimutuel wagering
patent-application, August 2010
- Lange, Jeffrey; Baron, Kenneth Charles; Walden, Charles
- US Patent Application 12/660400; 20100216545
Energy Management and Control System: Desired Capabilities and Functionality
report, April 2005
- Hatley, Darrel D.; Meador, Richard J.; Katipamula, Srinivas
Grid Regulation Services for Energy Storage Devices Based on Grid Frequency
patent-application, October 2013
- Pratt, Richard M.; Hammerstro, Donald J.; Kitner-Meyer, Michael C. W.
- US Patent Appication 13/909893; 20130268132
Pricing apparatus for resolving energy imbalance requirements in real-time
patent-application, January 2004
- Peljto, Haso; Ristanovic, Petar
- US Patent Application 10/313735; 20040010478
Forward Looking Transactive Pricing Schemes for Use in a Market-Based Resource Allocation System
patent-application, August 2013
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Application 13/846644; 20130218744
Electric-power-generating-facility operation management support system, electric-power-generating-facility operation management support method, and program for executing support method, and program for executing operation management support method on computer
patent-application, January 2005
- Iino, Yutaka; Matsumoto, Shigeru
- US Patent Application 10/864896; 20050015283
State Estimation and Control of Electric Loads to Manage Real-Time Energy Imbalance
journal, February 2013
- Mathieu, Johanna L.; Koch, Stephan; Callaway, Duncan S.
- IEEE Transactions on Power Systems, Vol. 28, Issue 1
Forward-looking transactive pricing schemes for use in a market-based resource allocation system
patent, January 2016
- Chassin, David P.; Fuller, Jason C.; Pratt, Robert G.
- US Patent Document 9,245,297
Method and system of coordination of consumption and/or production in distribution systems
patent-application, July 2004
- Munster, Ebbe
- US Patent Application 10/468187; 20040133529