Battery energy storage control using a reinforcement learning approach with cyclic time-dependent Markov process

Engineering

• Algorithm 22%
• Battery Energy Storage 33%
• Complexity 11%
• Computational Time 11%
• Control Policy 11%
• Control Systems 11%
• Design 11%
• Electricity Cost 22%
• Electricity Price 33%
• Energy Engineering 11%
• Energy Level 11%
• Energy Management System 11%
• Energy Price 11%
• Houses 33%
• Learning Algorithm 33%
• Learning Approach 22%
• Markov Decision Process 11%
• Models 11%
• Numerical Experiment 11%
• One Step 22%
• Parameter Space 11%
• Performance 11%
• Performance Time 11%
• Photovoltaic Solar Panel 11%
• Q-Learning 66%
• Reinforcement Learning 33%
• Solar Energy 22%
• System Operation 11%

Economics, Econometrics and Finance

• Costs 33%
• Customers 11%
• Demand 33%
• Energy Price 11%
• Learning 100%
• Management 11%
• Price 33%
• Savings 11%

Computer Science

• Algorithm Performance 11%
• Complexity 11%
• Computational Time 11%
• Control 33%
• Customer Demand 11%
• Design 11%
• Learning Algorithm 33%
• Learning Approach 22%
• Learning Performance 22%
• Model Benchmark 11%
• Performance Time 11%
• Simulation Mode 11%
• State Space 11%
• System Operation 11%