Abstract:A new method based on the BP neural network and Markov chain is established to predict short-term electricity price.BP network is firstly used to make a preliminary forecast,then the Markov chain state region is divided based on the fuzzy c-means algorithm.Finally the prediction error is corrected according to the state transition probability matrix and the final forecasting result is obtained.The results show that the proposed method is more accurate than those by traditional BP network.