Fuzzy Neural Network Market Clearing Power Price Forecasting Based on K-Means Clustering
Normalized fuzzy neural network has complex structure, long-time study and other shortcomings. For these shortcomings, this paper applies an improved fuzzy neural network to predict market clearing price. The model is simple, just by k-means clustering to determine the number of fuzzy inference layer nodes, and with strong applicability, higher prediction accuracy.
Dongye Sun, Wen-Pei Sung and Ran Chen
X. M. Wei "Fuzzy Neural Network Market Clearing Power Price Forecasting Based on K-Means Clustering", Applied Mechanics and Materials, Vols. 121-126, pp. 2035-2039, 2012