Fundamental study on the application of Just-In-Time Modeling to wind power estimation

Shinji Wakao, Daisuke Hosogoshi, Tugio Yamamura

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In order to reduce the fluctuation of wind power output, researches on installation of storage batteries to wind power generation have been conducted. But in order to efficiently perform the charge and discharge control of storage battery, accurate estimation of wind power is required. Generally, power curve, a characteristic curve of wind power output vs. wind speed, is used for the estimation. In our research, we propose a simple and high-precision modeling method (Just-In-Time Modeling). Finally, Just-In-Time Modeling is further proved to be a more effective method through computational simulations: short-term forecasts are also discussed.

Original languageEnglish
Title of host publicationEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006
Pages412-416
Number of pages5
Publication statusPublished - 2006 Dec 1
EventEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006 - Athens, Greece
Duration: 2006 Feb 272006 Mar 2

Publication series

NameEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006
Volume1

Conference

ConferenceEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006
CountryGreece
CityAthens
Period06/2/2706/3/2

Keywords

  • Just-In-Time Modeling
  • Short-term wind power forecast
  • Stepwise regression
  • Wind power estimation

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment

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