Fuel Consumption and CO2 Emission Comparison of Conventional and Hybrid Vehicles Using Data-Based Models and ECMS

Key Points

• To compare fuel consumption and CO2 emissions between conventional and hybrid vehicles using data-based models.
• Utilized data-based models to assess vehicle performance.
• Applied Engine Control Model Strategy (ECMS) for optimization.
• Conducted comparative analysis of fuel consumption metrics.
• Hybrid vehicles exhibit lower fuel consumption compared to conventional vehicles.
• Significant reduction in CO2 emissions associated with hybrid technology.
• Data models demonstrate high accuracy in predicting vehicle performance.