Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)

The Korean Institute of Electrical Engineers (대한전기학회)
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Development of Neural Network System for Short-Term Load Forecasting

특수일 전력수요예측을 위한 신경회로망 시스템의 개발

  • Kim, Kwang-Ho (Department of Electrical Engineering, Kangwon National University) ;
  • Youn, Hyoung-Sun (Department of Electrical Engineering, Kangwon National University)
  • 김광호 (강원대학교 공과대학 전기공학과) ;
  • 윤형선 (강원대학교 공과대학 전기공학과)
  • Published : 1998.07.20
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Abstract

This paper proposes a new short-term load forecasting method for special day, such as Public holidays, consecutive holidays, and days before and after holidays. when the load curves are quite different from those of normal weekdays. In this paper, two Artificial Neural Network(ANN) systems are applied to short-term load forecasting for spacial days in anomalous load conditions.

Keywords