Towards efficient electricity forecasting in residential and commercial buildings: A novel hybrid CNN with a LSTM-AE based framework

Engineering

• Energy Engineering 100%
• Convolutional Neural Network 100%
• Long Short-Term Memory 100%
• Autoencoder 100%
• Residential Building 100%
• Commercial Building 100%
• Hybrid Model 33%
• Energy Management 33%
• Deep Learning 16%
• Input Data 16%
• Experimental Result 16%
• Smart Sensors 16%
• Metrics 16%
• Global Energy 16%
• Mean Square Error 16%
• Network Model 16%
• Extensive Research 16%
• Mean Absolute Error 16%
• Root Mean Square Error 16%
• Smart Meter 16%
• Dense Layer 16%
• Square Mean 16%
• Future Energy 16%
• Conducted Experiment 16%
• Research Work 16%

Keyphrases

• Long Short-term Memory Autoencoder 100%
• Hybrid Convolutional Neural Network 100%
• Autoencoder Model 40%
• Building Zone 20%
• Electric Sensing Devices 20%
• LSTM Autoencoder 20%