A Machine Learning Approach for Medium-Term Electrical Load Forecasting Using Hybrid Neuro-Fuzzy Modeling

Keyphrases

• Adaptive Neuro-fuzzy Inference System 100%
• Machine Learning Approach 100%
• Hybrid Neuro-fuzzy 100%
• Electrical Load Forecasting 100%
• Neuro-fuzzy Modeling 100%
• Prediction Accuracy 66%
• Biogeography-based Optimization 66%
• Modeling Performance 33%
• Humidity 33%
• System Operation 33%
• Monitoring System 33%
• Weather Station 33%
• Optimization Model 33%
• Energy Consumption 33%
• Meteorological Data 33%
• Predictive Modeling 33%
• Forecasting Model 33%
• Clustering Methods 33%
• Energy Monitoring 33%
• Energy Consumption Prediction 33%
• Effective Energy 33%
• Hyperparameter Tuning 33%
• Wind Speed 33%
• Planning Operations 33%
• Consumption Patterns 33%
• Fuzzy C-means Clustering 33%
• Fuzzy C-means 33%
• Hybrid Adaptive 33%
• Energy Terms 33%
• Energy Forecasting 33%
• Power Demand Forecasting 33%
• Forecasting Applications 33%
• Energy Resource Planning 33%
• Hyperparameter Selection 33%
• Traditional Forecasting 33%
• Energy Resource System 33%
• Student Housing Facility 33%
• Model Training 33%
• Hybrid Technique 33%
• Metaheuristic Optimization Algorithms 33%

Computer Science

• Fuzzy Modeling 100%
• neuro-fuzzy 100%
• adaptive neuro-fuzzy inference system 100%
• Machine Learning Approach 100%
• Biogeography Based Optimization 66%
• fuzzy c mean 66%
• Energy Consumption 66%
• Leaning Parameter 66%
• Optimization Technique 33%
• Hybrid Technique 33%
• Clustering Technique 33%
• Performance Model 33%
• Metaheuristics 33%
• Experimental Result 33%
• Predictive Accuracy 33%
• Machine Learning-Based Approach 33%
• System Operation 33%
• Forecasting Method 33%
• Consumption Pattern 33%
• Weather Condition 33%

Engineering

• Electrical Load 100%
• Load Forecasting 100%
• Fuzzy Inference System 100%
• Learning Approach 100%
• Learning System 100%
• Fuzzy System 100%
• Accurate Prediction 33%
• Experimental Result 33%
• System Operation 33%
• Demand Forecasting 33%
• Effective Energy 33%
• Adaptive Hybrid 33%
• Shortfall 33%
• Monitoring Device 33%
• Energy Demand 33%
• Consumption Pattern 33%
• Optimization Technique 33%
• Term Energy 33%
• Metaheuristic Optimization 33%
• Energy Resource 33%