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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

Works referenced in this record:

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