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Title: Utility usage forecasting

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:
;
Issue Date:
OSTI Identifier:
1375947
Assignee:
International Business Machines Corporation NETL
Patent Number(s):
9,739,908
Application Number:
14/149,205
Contract Number:
OE0000190
Resource Relation:
Patent File Date: 2014 Jan 07
Research Org:
International Business Machines Corporation, Armonk, NY (United States)
Sponsoring Org:
USDOE
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING

Other works cited in this record:

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
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Load forecasting analysis system for calculating customer baseline load
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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
  • Hor, C.-L.; Watson, S. J.; Majithia, S.
  • IEEE Transactions on Power Systems, Vol. 20, Issue 4, p. 2078-2085
  • DOI: 10.1109/TPWRS.2005.857397

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

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