GA−Reinforced Deep Neural Network for Net Electric Load Forecasting in Microgrids with Renewable Energy Resources for Scheduling Battery Energy Storage Systems - Zheng, Chaoran; Eskandari, Mohsen; Li, Ming; Sun, Zeyue (Algorithms, 2022)
Keywords: Accuracy; Algorithms; Alternative energy sources; Artificial neural networks; Back propagation; Back propagation networks; backpropagation (BP); Batteries; Distributed generation; Efficiency; electric load prediction; Electric power grids; Electrical loads; Electricity; Electricity distribution; Energy management systems; Energy resources; Energy sources; Energy storage; Error reduction; Forecasting; Forecasts and trends; genetic algorithm (GA); Genetic algorithms; Green technology; Methods; microgrids; neural network; Neural networks; Optimization; Optimization algorithms; Photovoltaic cells; Power dispatch; Prediction models; renewable energy resources (RESs); Renewable resources; Resource scheduling; Root-mean-square errors; Storage systems; Wind power