Simplified data-driven models for model predictive control of residential buildings

Keyphrases

• Residential Buildings 100%
• Model Predictive Control 100%
• Data-driven Model 100%
• Control Performance 42%
• Prediction Model 28%
• Linear Forms 28%
• Prediction Horizon 28%
• Energy Saving 14%
• Internet Technology 14%
• Model Prediction Accuracy 14%
• Promising Strategies 14%
• High Computational Cost 14%
• Heating Energy 14%
• Recent Advancements 14%
• Control Framework 14%
• Goodness-of-fit 14%
• Heating System 14%
• Virtual Building 14%
• Supply Water Temperature 14%
• Control Applications 14%
• Autoregressive with Exogenous Input Model 14%
• Indoor Temperature 14%
• Building Operation 14%
• Complex Buildings 14%
• Technology Data 14%
• Return Water 14%
• Data-driven Model Predictive Control 14%
• Thermostat 14%
• Residential Units 14%
• Objective Attribute 14%
• Piecewise Model 14%

Engineering

• Predictive Control Model 100%
• Residential Building 100%
• Prediction Horizon 25%
• Linear Form 25%
• Energy Conservation 12%
• Temperature Water 12%
• Residential Unit 12%
• Model Prediction 12%
• Computational Cost 12%
• Heating Energy 12%
• Heating System 12%
• Internet-Of-Things 12%