Electricity Market Clearing Price Forecasting in a Deregulated Market (Paperback) (ISBN-13: 9783639245127)

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.

Author: Xing Yan,Nurul A
ISBN-10: 3639245121
ISBN-13: 9783639245127
Publisher: VDM Verlag
Language: English
Published: 03/22/2010
Pages: 108
Format: Paperback
Weight: 0.37lbs
Size: 9.00h x 6.00w x 0.26d