Single and multi-sequence deep learning models for short and medium term electric load forecasting

Mathematics

• Load Forecasting 100%
• Multisequences 75%
• Memory Term 63%
• Learning 43%
• Term 25%
• Time Lag 25%
• Model 15%
• Periodicity 13%
• Time series 12%
• Bagging 11%
• Multiple Time Scales 9%
• Electricity 9%
• Unit 9%
• Boosting 9%
• High Performance 8%
• Artificial Neural Network 8%
• Time Series Analysis 8%
• Autocorrelation Function 7%
• Data Mining 7%
• Forecasting 7%
• Machine Learning 7%
• Autoregressive Model 7%
• Ensemble 6%
• Benchmark 6%
• Neural Networks 6%
• Model-based 6%
• Prediction 5%
• Strategy 4%
• Alternatives 4%

Engineering & Materials Science

• Electric load forecasting 76%
• Long short-term memory 49%
• Deep learning 43%
• Electric loads 15%
• Time series 10%
• Time series analysis 7%
• Autocorrelation 6%
• Deep neural networks 5%
• Data mining 5%
• Electricity 4%
• Machine learning 4%
• Neural networks 3%