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Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…
Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Electricity load forecasting with LSTM (Recurrent Neural Network)
LSTM implementation for forecasting power from solar panel. There are two models - 1.Day ahead model ( forecasts power of next 16 timesteps ) 2. Hour ahead model ( forecasts power of next timestep )
Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning
Markov Decision Process and Model Predictive control for EV charging station