Adaptive boosting and bootstrapped aggregation based ensemble machine learning methods for photovoltaic systems output current prediction

Mathematics

• Photovoltaic System 100%
• Ensemble Learning 88%
• Boosting 66%
• AdaBoost 63%
• Random Forest 57%
• Machine Learning 54%
• Aggregation 49%
• Prediction 39%
• Output 36%
• Irradiance 32%
• Standard deviation 30%
• Mathematical Model 22%
• Lowest 19%
• Quartile 14%
• Decision tree 12%
• Multiple Models 12%
• Penetration 12%
• Mean deviation 12%
• Evolutionary Algorithms 11%
• Learning Algorithm 11%
• Forecasting 11%
• Regression 7%
• Performance 5%

Engineering & Materials Science

• Adaptive boosting 58%
• Agglomeration 42%
• Random forests 41%
• Machine learning 36%
• Mathematical models 20%
• Decision trees 9%
• Evolutionary algorithms 9%
• Learning algorithms 8%
• Temperature 3%