Day-Ahead Forecasting of Hourly Photovoltaic Power Based on Robust Multilayer Perception

Artículos similares

A New Two-Stage Approach to Short Term Electrical Load Forecasting

Acceso

Milo? Bo?ic, Milo? Stojanovic, Zoran Stajic and Dragan Tasic

In the deregulated energy market, the accuracy of load forecasting has a significant effect on the planning and operational decision making of utility companies. Electric load is a random non-stationary process influenced by a number of factors which mak... ver más

Revista: Energies

Price Forecasting in the Day-Ahead Energy Market by an Iterative Method with Separate Normal Price and Price Spike Frameworks

Acceso

Sergey Voronin and Jarmo Partanen

A forecasting methodology for prediction of both normal prices and price spikes in the day-ahead energy market is proposed. The method is based on an iterative strategy implemented as a combination of two modules separately applied for normal price and p... ver más

Revista: Energies

Day-Ahead Electricity Price Forecasting Using a Hybrid Principal Component Analysis Network

Acceso

Ying-Yi Hong and Ching-Ping Wu

Bidding competition is one of the main transaction approaches in a deregulated electricity market. Locational marginal prices (LMPs) resulting from bidding competition and system operation conditions indicate electricity values at a node or in an area. T... ver más

Revista: Energies

Optimal Bidding Strategies for Wind Power Producers in the Day-ahead Electricity Market

Acceso

Haifeng Zhang, Feng Gao, Jiang Wu, Kun Liu and Xiaolin Liu

Wind Power Producers (WPPs) seek to maximize profit and minimize the imbalance costs when bidding into the day-ahead market, but uncertainties in the hourly available wind and forecasting errors make the bidding risky. This paper assumes that hourly wind... ver más

Revista: Energies

Artículos similares

Revistas destacadas