Application of Multilayer Extreme Learning Machine for Efficient Building Energy Prediction

Mathematics

• Extreme Learning Machine 100%
• Multilayer 65%
• Prediction 42%
• Energy Consumption 36%
• Energy 35%
• Energy Efficiency 30%
• Buildings 29%
• Machine Learning 25%
• Model 9%
• Energy Efficient 9%
• Feature Extraction 8%
• Energy Model 8%
• Predictive Model 8%
• Comparison Method 7%
• Prediction Model 7%
• Design 7%
• Large Data Sets 7%
• Forecasting 6%
• Annual 6%
• Optimise 6%
• High Accuracy 6%
• Decision Making 5%
• Learning 5%
• Least Squares 5%
• Experiment 4%
• Concepts 3%
• Generalization 2%

Engineering & Materials Science

• Multilayers 51%
• Machine learning 38%
• Energy utilization 11%
• Energy efficiency 9%
• Large dataset 4%
• Electric fuses 4%
• Feature extraction 3%
• Decision making 2%
• Experiments 1%