Deep and Machine Learning Models to Forecast Photovoltaic Power Generation

Mathematics

• Forecast 100%
• Forecasting 96%
• Machine Learning 92%
• Random Forest 82%
• Resources 79%
• Decision Making 56%
• Time Series Prediction 43%
• Support Vector 43%
• Multilayer Perceptron 41%
• Benchmarking 39%
• Market Model 37%
• Artificial Intelligence 33%
• Availability 30%
• Business 30%
• Horizon 29%
• Lowest 28%
• Model 27%
• Scenarios 25%
• Economics 24%
• Univariate 24%
• Methodology 20%
• Energy 18%
• Performance 16%

Engineering & Materials Science

• Deep learning 75%
• Power generation 71%
• Machine learning 62%
• Random forests 44%
• Decision making 30%
• Benchmarking 22%
• Multilayer neural networks 21%
• Energy resources 21%
• Artificial intelligence 18%
• Time series 18%
• Availability 14%
• Economics 13%
• Industry 9%