Attention-based interpretable neural network for building cooling load prediction

Keyphrases

• Attention Mechanism 100%
• Attention-based 100%
• Building Cooling Load Prediction 100%
• Interpretable Neural Networks 100%
• Machine Learning 75%
• Building Energy Prediction 75%
• Neural Network 50%
• Recurrent Neural Network 50%
• Building Professionals 50%
• Attention Vector 50%
• Energy Prediction Model 50%
• Artificial Neural Network 25%
• Output Sequence 25%
• Operational Data 25%
• Building Thermal Performance 25%
• Model-driven Development 25%
• Real Building 25%
• Inference Mechanisms 25%
• Demand Management 25%
• Neural Network Architecture 25%
• Accuracy Improvement 25%
• Supply Management 25%
• Building Energy Management 25%
• Deep Learning Model 25%
• Thermal Inertia 25%
• Advanced Machine Learning Techniques 25%
• Interpretable Deep Learning 25%
• Debugging 25%
• Model Interpretability 25%
• Recurrent Neural Network Model 25%
• Operation Control Strategy 25%
• Ordinary Buildings 25%
• Optimal Operation Control 25%
• Modern Building 25%
• Further Analysis 25%
• Result Prediction 25%
• Input Sequence 25%

Engineering

• Cooling Load 100%
• Learning System 100%
• Recurrent Neural Network 100%
• Deep Learning Method 66%
• Control Strategy 33%
• Output Sequence 33%
• Input Sequence 33%
• Thermal Building 33%
• Model Input 33%
• Neural Network Architecture 33%
• Temporal Information 33%
• Thermal Inertia 33%
• Input Influence 33%
• Metrics 33%
• Energy Management 33%
• Network Model 33%
• Operational Data 33%
• Machine Learning Technique 33%
• Artificial Neural Network 33%