A multi-stage optimization of passively designed high-rise residential buildings in multiple building operation scenarios

Keyphrases

• Multiple Buildings 100%
• Building Operation 100%
• High-rise Residential Building 100%
• Multi-stage Optimization 100%
• Operational Scenario 100%
• Surrogate Model 100%
• Building Model 66%
• Design Solutions 66%
• Support Vector Machine 66%
• Hong Kong 33%
• Environmental Conditions 33%
• Design Parameters 33%
• Performance-based 33%
• Performance Prediction 33%
• Control Strategy 33%
• Computational Efficiency 33%
• Optimization Approach 33%
• Root Mean Square Error 33%
• Ventilation Model 33%
• Modeling Experiment 33%
• Building Geometry 33%
• Multi-objective Optimization 33%
• Multiple Linear Regression 33%
• Machine Learning Techniques 33%
• Process Optimization 33%
• Thermal Load 33%
• Coefficient of Determination 33%
• Best Prediction 33%
• Building Layout 33%
• Green Building 33%
• Assessment Criteria 33%
• Single-sided Ventilation 33%
• Load Requirement 33%
• Cooling Demand 33%
• Heating Demand 33%
• EnergyPlus 33%
• Green Building Rating Systems 33%
• Cross Ventilation 33%
• Multivariate Adaptive Regression Splines 33%
• Energy Performance Indicators 33%
• Architectural Strategies 33%
• Mediterranean Climate 33%
• Infiltration Air 33%
• Building Infiltration 33%
• Airtightness 33%
• Thermophysics 33%
• Design Optimization Tool 33%
• Hybrid Ventilation 33%
• Passive House 33%
• Reliable Energy 33%
• Highly Efficient Designs 33%

Engineering

• Operation Scenario 100%
• Multistage 100%
• Residential Building 100%
• Surrogate Model 100%
• Design Solution 66%
• Model Building 66%
• Green Building 66%
• Support Vector Machine 66%
• Energy Performance 33%
• Optimal Design 33%
• Passive Design 33%
• Control Strategy 33%
• Optimization Approach 33%
• Design Parameter 33%
• Machine Learning Method 33%
• Multiobjective Optimization 33%
• Building Layout 33%
• Prediction Performance 33%
• Root Mean Square Error 33%
• EnergyPlus 33%
• Modeling Experiment 33%
• Airtightness 33%
• Performance Indicator 33%
• Design Optimization 33%
• Assessment Criteria 33%
• Mediterranean Climate 33%
• Thermal Load 33%