Analysis of electric vehicle charging behavior patterns with function principal component analysis approach

Keyphrases

• Behavioral Patterns 100%
• Occupancy 100%
• Functional Data Analysis 100%
• Functional Principal Component Analysis 100%
• Electric Vehicle Charging 100%
• Charging Behavior 100%
• Charging Station 100%
• Time Series Data 50%
• Modeling Approach 50%
• Log Data 50%
• Usage Patterns 50%
• Energy Consumption 50%
• Modeling Process 50%
• Missouri 50%
• Smooth Function 50%
• Analysis Modeling 50%
• Land Use Type 50%
• Station Level 50%
• Kansas City 50%
• Data Analyze Approach 50%
• Charging Time 50%
• Electric Vehicle 50%
• Handling Time 50%
• Parking Time 50%
• Daily Energy Consumption 50%
• Vehicle Driver 50%
• Background Knowledge 50%
• Infrastructure Planning 50%
• Grid Load 50%
• Infrastructure Regulation 50%
• Electric Vehicle Charging Station 50%
• Load Management 50%

Engineering

• Principal Components 100%
• Component Analysis 100%
• Electric Vehicle 100%
• Data Series 25%
• Power Grid 25%
• Charging Time 25%
• Land Use 25%
• Model-Based Analysis 25%
• Load Management 25%
• EV Charging Station 25%