Short Term Load Forecasting Using Machine Learning Algorithms: A Case Study in Turkey

Keyphrases

• Turkey 100%
• Machine Learning Algorithms 100%
• Short-term Load Forecasting 100%
• Mean Absolute Error 50%
• Mean Squared Error 50%
• Artificial Neural Network 50%
• Wind Speed 50%
• Least Squares Support Vector Regression (LSSVR) 50%
• Acceptable Range 50%
• Gebze 50%
• Decision Tree 50%
• Prediction Algorithms 50%
• Forecast Model 50%
• Temperature-humidity Index 50%
• Mean Absolute Percentage Error 50%
• Load Demand 50%
• Weather Variables 50%
• Tree Support 50%
• Support Vector Regression Algorithm 50%
• Error Metrics 50%
• Machine Learning Prediction 50%
• K-nearest 50%

Engineering

• Machine Learning Algorithm 100%
• Load Forecasting 100%
• Support Vector Machine 100%
• Mean Absolute Error 50%
• Mean-Squared-Error 50%
• Metrics 50%
• Learning System 50%
• Artificial Neural Network 50%
• Nearest Neighbor 50%

Chemical Engineering

• Learning System 100%
• Support Vector Machine 100%
• Neural Network 50%