Utility usage forecasting

Hosking, Jonathan R. M.; Natarajan, Ramesh

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A - human necessities
A01 - agriculture
A21 - baking
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Title: Utility usage forecasting

Abstract

The computer creates a utility demand forecast model for weather parameters by receiving a plurality of utility parameter values, wherein each received utility parameter value corresponds to a weather parameter value. Determining that a range of weather parameter values lacks a sufficient amount of corresponding received utility parameter values. Determining one or more utility parameter values that corresponds to the range of weather parameter values. Creating a model which correlates the received and the determined utility parameter values with the corresponding weather parameters values.

Inventors:: Hosking, Jonathan R. M.; Natarajan, Ramesh

Issue Date:: 2017-08-22

Research Org.:: International Business Machines Corp., Armonk, NY (United States)

Sponsoring Org.:: USDOE

OSTI Identifier:: 1375947

Patent Number(s):: 9739908

Application Number:: 14/149,205

Assignee:: International Business Machines Corporation

Patent Classifications (CPCs):: G - PHYSICS G01 - MEASURING G01W - METEOROLOGY

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G - PHYSICS G01 - MEASURING G01W - METEOROLOGY
G01W1/10 - Devices for predicting weather conditions

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DOE Contract Number:: OE0000190

Resource Type:: Patent

Resource Relation:: Patent File Date: 2014 Jan 07

Country of Publication:: United States

Language:: English

Subject:: 97 MATHEMATICS AND COMPUTING

Citation Formats


                    Hosking, Jonathan R. M., and Natarajan, Ramesh. Utility usage forecasting.  United States: N. p., 2017. 
        Web.

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                    Hosking, Jonathan R. M., & Natarajan, Ramesh. Utility usage forecasting.  United States.

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                    Hosking, Jonathan R. M., and Natarajan, Ramesh. Tue .  
        "Utility usage forecasting".  United States.  https://www.osti.gov/servlets/purl/1375947.

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@article{osti_1375947,

  title        = {Utility usage forecasting},

  author       = {Hosking, Jonathan R. M. and Natarajan, Ramesh},

  abstractNote = {The computer creates a utility demand forecast model for weather parameters by receiving a plurality of utility parameter values, wherein each received utility parameter value corresponds to a weather parameter value. Determining that a range of weather parameter values lacks a sufficient amount of corresponding received utility parameter values. Determining one or more utility parameter values that corresponds to the range of weather parameter values. Creating a model which correlates the received and the determined utility parameter values with the corresponding weather parameters values.},

  doi          = {},

  journal      = {},
number       = ,

  volume       = ,

  place        = {United States},

  year         = {2017},

  month        = {8}

}

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Works referenced in this record:

Utility demand forecasting using utility demand matrix
patent, January 2010

Schindler, Zdenek
US Patent Document 7,647,137
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/7647137

Optimization of microgrid energy use and distribution
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Ozog, Michael T.
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Energy usage prediction and control system and method
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Richard, Amy; Kelly-Detwiler, Peter; Franz, Joseph
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Optimization of microgrid energy use and distribution
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Ozog, Michael T.
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Load forecasting analysis system for calculating customer baseline load
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Ko, Jong-Min; Jung, Nam-Joon; Kim, Young Il
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Optimisation of Use or Provision of a Resource or Service
patent-application, August 2010

Hirst, David R.
US Patent Application 12/311806; 20100198423
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20100198423

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
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Power Demand-Supply Management Server and Power Demand-Supply Management System
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Tomita, Yasushi; Sato, Yasuo; Watanabe, Masahiro
US Patent Application 13/061202; 20110282505
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Demand/supply control device, demand/supply control methodm, and demand/supply control system
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Kaji, Mitsuru
US Patent Application 13/320413; 20120072040
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20120072040

Power Demand Estimating Apparatus, Method, Program, and Demand Suppressing Schedule Planning Apparatus
patent-application, February 2016

Noda, Hideki; Toba, Koji; Morimoto, Takashi
US Patent Application 14/776286; 20160033949
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Analyzing the Impact of Weather Variables on Monthly Electricity Demand
journal, November 2005

Hor, C.-L.; Watson, S. J.; Majithia, S.
IEEE Transactions on Power Systems, Vol. 20, Issue 4, p. 2078-2085
https://doi.org/10.1109/TPWRS.2005.857397

Models for mid-term electricity demand forecasting incorporating weather influences
journal, March 2005

Mirasgedis, S.; Sarafidis, Y.; Georgopoulou, E.
Energy, Vol. 31, Issue 2-3, p. 208-227
https://doi.org/10.1016/j.energy.2005.02.016

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Similar Records

Title: Utility usage forecasting

Abstract

Citation Formats

Utility demand forecasting using utility demand matrix patent, January 2010

Optimization of microgrid energy use and distribution patent, September 2011

Energy usage prediction and control system and method patent, July 2012

Optimization of microgrid energy use and distribution patent, January 2013

Load forecasting analysis system for calculating customer baseline load patent, March 2013

Optimisation of Use or Provision of a Resource or Service patent-application, August 2010

System and method for electric grid utilization and optimization patent-application, August 2010

Power Demand-Supply Management Server and Power Demand-Supply Management System patent-application, November 2011

Demand/supply control device, demand/supply control methodm, and demand/supply control system patent-application, March 2012

Power Demand Estimating Apparatus, Method, Program, and Demand Suppressing Schedule Planning Apparatus patent-application, February 2016

Analyzing the Impact of Weather Variables on Monthly Electricity Demand journal, November 2005

Models for mid-term electricity demand forecasting incorporating weather influences journal, March 2005

Utility demand forecasting using utility demand matrix
patent, January 2010

Optimization of microgrid energy use and distribution
patent, September 2011

Energy usage prediction and control system and method
patent, July 2012

Optimization of microgrid energy use and distribution
patent, January 2013

Load forecasting analysis system for calculating customer baseline load
patent, March 2013

Optimisation of Use or Provision of a Resource or Service
patent-application, August 2010

System and method for electric grid utilization and optimization
patent-application, August 2010

Power Demand-Supply Management Server and Power Demand-Supply Management System
patent-application, November 2011

Demand/supply control device, demand/supply control methodm, and demand/supply control system
patent-application, March 2012

Power Demand Estimating Apparatus, Method, Program, and Demand Suppressing Schedule Planning Apparatus
patent-application, February 2016

Analyzing the Impact of Weather Variables on Monthly Electricity Demand
journal, November 2005

Models for mid-term electricity demand forecasting incorporating weather influences
journal, March 2005