Machine learning approaches for estimating commercial building energy consumption

Keyphrases

• Machine Learning Approach 100%
• Commercial Buildings 100%
• Building Energy Consumption 100%
• United States 33%
• Energy Consumption 33%
• Building Features 33%
• Metropolitan Areas 16%
• New York City 16%
• Novel Technique 16%
• Machine Learning Models 16%
• Atlanta 16%
• Regression Model 16%
• National Database 16%
• Urban Planners 16%
• Climate Characteristics 16%
• Floor Area Ratio 16%
• Urban Form 16%
• Energy Intensity 16%
• Total Energy Consumption 16%
• Area Density 16%
• Local Law 16%
• Energy Consumption Survey 16%
• R2 Score 16%
• Training Machine 16%
• Disaggregated Energy Consumption 16%
• Consumption Estimates 16%
• Gradient Boosting Regression 16%
• Consumption Values 16%

Engineering

• Learning Approach 100%
• Commercial Building 100%
• Learning System 100%
• United States 50%
• Area Ratio 25%
• Floor Area 25%
• Energy Building 25%