Block-FeDL: Electric Vehicle Charging Load Forecasting Using Federated Learning and Blockchain

Keyphrases

• Bidirectional Long Short-term Memory (BiLSTM) 20%
• Blockchain Technology 20%
• Blockchain-based Federated Learning 20%
• Centralized Server 20%
• Charging Behavior 40%
• Charging Demand 40%
• Charging Load Forecasting 100%
• Charging Station 20%
• Distribution Network 20%
• Distribution Network Operation 20%
• Electric Vehicle 40%
• Electric Vehicle Charging 20%
• Electric Vehicle Charging Load 100%
• Federated Blockchain 100%
• Federated Learning 100%
• Global Model 20%
• Grid Network 20%
• Learning Approaches 20%
• Load Curve 20%
• Load Demand 20%
• Load Pattern 20%
• Local Model 20%
• Mean Absolute Error 20%
• Mean Square Error 20%
• Model Aggregation 40%
• Rapid Development 20%
• Root Mean Square Error 20%
• Safe Operation 20%
• Second Best 20%
• Smart Grid 20%
• Stable Operation 20%
• Unbalanced Load 20%
• Vehicle Pose 20%
• Vehicular Users 20%

Engineering

• Blockchain 100%
• Charging Information 16%
• Distribution Network 33%
• Electric Vehicle 33%
• Electric vehicle charging 100%
• Federated machine learning 100%
• Learning Approach 16%
• Load Forecasting 100%
• Local Model 16%
• Long Short-Term Memory 16%
• Lstm 16%
• Mean Absolute Error 16%
• Mean Square Error 16%
• Model Parameter 16%
• Root Mean Square Error 16%
• Safe Operation 16%
• Smart Grid 16%

Computer Science

• Baseline Method 33%
• Bidirectional Long Short-Term Memory Network 33%
• Blockchain 100%
• Charging Information 33%
• Distribution Network 66%
• Federated machine learning 100%
• Learning Approach 33%
• Mean Absolute Error 33%
• Memory Model 33%
• Rapid Development 33%
• Smart Grid 33%