Utility usage forecasting

Hosking, Jonathan R. M.; Natarajan, Ramesh

Title: Utility usage forecasting

Patent · Tue Aug 22 00:00:00 EDT 2017

OSTI ID:1375947

Hosking, Jonathan R. M.; Natarajan, Ramesh

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.

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

Sponsoring Organization:: USDOE

DOE Contract Number:: OE0000190

Assignee:: International Business Machines Corporation

Patent Number(s):: 9,739,908

Application Number:: 14/149,205

OSTI ID:: 1375947

Resource Relation:: Patent File Date: 2014 Jan 07

Country of Publication:: United States

Language:: English

References (12)

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Energy usage prediction and control system and method Richard, Amy; Kelly-Detwiler, Peter; Franz, Joseph https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/8219505 US Patent Document 8,219,505	patent	July 2012
Optimization of microgrid energy use and distribution Ozog, Michael T. https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/8364609 US Patent Document 8,364,609	patent	January 2013
Load forecasting analysis system for calculating customer baseline load Ko, Jong-Min; Jung, Nam-Joon; Kim, Young Il https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/8406935 US Patent Document 8,406,935	patent	March 2013
Optimisation of Use or Provision of a Resource or Service Hirst, David R. https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20100198423 US Patent Application 12/311806; 20100198423	patent-application	August 2010
System and method for electric grid utilization and optimization Crabtree, Jason; Raian, Pravin; Galvin, Brian R. https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20100217550 US Patent Application 12/584789; 20100217550	patent-application	August 2010
Power Demand-Supply Management Server and Power Demand-Supply Management System Tomita, Yasushi; Sato, Yasuo; Watanabe, Masahiro https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20110282505 US Patent Application 13/061202; 20110282505	patent-application	November 2011
Demand/supply control device, demand/supply control methodm, and demand/supply control system Kaji, Mitsuru https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20120072040 US Patent Application 13/320413; 20120072040	patent-application	March 2012
Power Demand Estimating Apparatus, Method, Program, and Demand Suppressing Schedule Planning Apparatus Noda, Hideki; Toba, Koji; Morimoto, Takashi https://doi.org/https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20160033949 US Patent Application 14/776286; 20160033949	patent-application	February 2016
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Models for mid-term electricity demand forecasting incorporating weather influences 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	journal	March 2005

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