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Electricity Market Clearing Price Forecasting in a Deregulated Market by Xing Yan, Nurul A

Electricity Market Clearing Price Forecasting in a Deregulated Market

by Xing Yan , Nurul A
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Book cover type: Paperback
  • ISBN13: 9783639245127
  • Binding: Paperback
  • Subject: N/A
  • Publisher: VDM Verlag
  • Publisher Imprint: VDM Verlag
  • Publication Date:
  • Pages: 108
  • Original Price: GBP 40.67
  • Language: English
  • Edition: N/A
  • Item Weight: 168 grams
  • BISAC Subject(s): Electrical

Electricity market clearing price (MCP) forecasting is a prediction of future electricity price based on given forecast of electricity demand, temperature, sunshine, fuel cost, precipitation and other related factors. This book presents a mid-term electricity MCP forecasting technique utilizing neural network approach. Forecasting of mid-term MCP is essential for decision making, scheduling and bidding strategy planning purposes. However, forecasting mid-term electricity market clearing price is a very complex non-linear problem. Neural network based approaches can be effective forecasting tools in an environment with high degree of non-linearity and uncertainty. Two new artificial neural networks have been proposed and reported in this book that can be utilized to forecast mid-term daily peak and mid- term hourly electricity market clearing price. Two situations have been considered; market clearing price forecasting under real deregulated electric market and under deregulated electric market with perfect competition.

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