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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:
;
Publication Date:
Research Org.:
International Business Machines Corporation, Armonk, NY (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1375947
Patent Number(s):
9,739,908
Application Number:
14/149,205
Assignee:
International Business Machines Corporation NETL
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.
Hosking, Jonathan R. M., & Natarajan, Ramesh. Utility usage forecasting. United States.
Hosking, Jonathan R. M., and Natarajan, Ramesh. Tue . "Utility usage forecasting". United States. https://www.osti.gov/servlets/purl/1375947.
@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 = {Tue Aug 22 00:00:00 EDT 2017},
month = {Tue Aug 22 00:00:00 EDT 2017}
}

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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