• venu majjii
• Dr Vanitha kakollu

The direct influence on power system management. Taking into account all of the important factors in deciding electricity rates, some of which are stochastic, is a difficult task. First, Grey Correlation Analysis is used to select the effective parameters in the EPF problem and remove redundant variables based on low correlation grades in this proposed method. After extracting the features, we use the PCA to reduce the data so that the related features can be used for classification. We'll use this to apply the two classifier comparisons. The first is with the ad boost, and then we use the neural networks classifier for stronger market forecasting predictions.

Forecasting, ANN, local minima, Mean square Error.

"An Electricity Price Forecasting Approach Based on Dimension Reduction Strategy and Rough Artificial Neural Networks.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 3, page no.b724-b729, March-2022, Available :http://www.jetir.org/papers/JETIR2203191.pdf

"An Electricity Price Forecasting Approach Based on Dimension Reduction Strategy and Rough Artificial Neural Networks.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 3, page no. ppb724-b729, March-2022, Available at : http://www.jetir.org/papers/JETIR2203191.pdf