Robust model predictive control of battery energy storage with neural network forecasting for peak shaving in university campus

Keyphrases

• Adaptive Control Strategy 33%
• Battery Energy Storage 100%
• Battery Energy Storage System 33%
• Commercial Buildings 33%
• Control Framework 33%
• Control Method 33%
• Control Strategy 33%
• Demand Charge 66%
• Energy Consumption 33%
• Energy Cost 33%
• Energy Reduction 33%
• Forecast Error 33%
• Forecasting Techniques 33%
• Institutional Building 33%
• Microgrid System 33%
• Model Predictive Control 33%
• Model Predictive Control Algorithm 33%
• Neural Network Architecture 33%
• Neural Network Model 33%
• Neural Network Optimization 33%
• Neural Network Prediction 100%
• Novel Control 33%
• Optimizing Energy Consumption 33%
• Peak Demand 33%
• Peak Shaving 100%
• Practical Applicability 33%
• Practical Validation 33%
• Predictive Control Model 33%
• Resilient 33%
• Robust Model Predictive Control 100%
• Robust Optimization 66%
• Scalable Control 33%
• Simulation Environment 33%
• Small-scale Test 33%
• System Resilience 33%
• Traditional Control 33%
• Two-stage Neural Network 33%
• University Campus 100%

Engineering

• Adaptive Control 16%
• Applicability 16%
• Battery Energy Storage 100%
• Control Algorithm 16%
• Control Strategy 33%
• Forecasting Network 100%
• Microgrid System 16%
• Peak Demand 50%
• Predictive Control Model 100%
• Scale Test 16%
• Simulation Environment 16%
• Test Bench 33%

Chemical Engineering

• Adaptive Control Systems 25%
• Neural Network 100%
• Predictive Control Model 75%
• Robust Model Predictive Control 100%