Data-Driven Prediction and Optimization of Energy Use for Transit Fleets of Electric and ICE Vehicles

Keyphrases

• Electric 100%
• Energy Optimization 100%
• Energy Use 100%
• Data Prediction 100%
• ICE Vehicles 100%
• Data-driven Optimization 100%
• Public Transit Agencies 66%
• Mixed Fleet 66%
• System Level 33%
• Data Processing Framework 33%
• Fuel Efficiency 33%
• Level Energies 33%
• Fuel Use 33%
• Integer Programming 33%
• Transit Network 33%
• Deep Neural Network 33%
• Machine Learning Models 33%
• Internal Combustion 33%
• Chattanooga 33%
• Data Collection Framework 33%
• Transit Route 33%
• Vehicle Assignment 33%
• Electricity Use 33%
• Energy Prediction 33%
• Heuristic Algorithm 33%
• Data Cleansing 33%
• Minimize Energy 33%
• Efficient Heuristics 33%
• Fixed-route Transit 33%
• Transit Data 33%
• Collection Storage 33%
• Upfront Costs 33%

Computer Science

• Collected Data 100%
• Efficient Algorithm 100%
• Integer Program 100%
• Deep Neural Network 100%
• Data Processing 100%
• Meta -Heuristic Algorithm 100%
• Metaheuristic Algorithm 100%
• Machine Learning Model 100%
• Data Cleansing 100%

Engineering

• Electric Vehicle 100%
• Collected Data 50%
• Minimizing Energy 50%
• Level Energy 50%
• Learning System 50%
• Deep Neural Network 50%
• Internal Combustion 50%
• Bus Fleet 50%