Improving electric energy consumption prediction using CNN and Bi-LSTM

Engineering & Materials Science

• Long short-term memory 81%
• Convolutional neural networks 63%
• Energy utilization 49%
• Electric power utilization 19%
• Power management 9%
• Time series 7%
• Experiments 3%

Physics & Astronomy

• energy consumption 83%
• predictions 37%
• modules 28%
• electric power 28%
• management systems 12%
• performance prediction 12%
• trends 6%
• performance 3%
• energy 2%

Chemical Compounds

• Electric Energy 100%
• Energy Consumption 77%
• Energy 4%
• Time 3%