Off-Road EV Route Mapping for Battery Range Prediction

The system performs preliminary analysis of uncharted routes by processing geographic map data to determine terrain characteristics, elevation changes, and obstacle locations before the vehicle arrives. Battery consumption is estimated in advance based on these characteristics, allowing the operator to plan the route with knowledge of energy requirements and potential hazards, thereby maintaining both exploration freedom and operational safety

The system continuously monitors actual battery consumption during vehicle operation and compares it with the estimated consumption calculated from geographic characteristics. This feedback loop allows the system to update route recommendations and provide real-time guidance to the operator, ensuring safety and reliability while enabling exploration of uncharted territory

The system pre-processes geographic map data to extract relevant characteristics such as elevation changes, terrain type, and distance before the vehicle journey begins. This preliminary analysis creates a database of geographic features that can be quickly referenced during operation, improving estimation accuracy without requiring complex real-time processing that would increase system complexity

The system uses a unified approach that processes multiple geographic characteristics (elevation, terrain, distance) through a single integrated algorithm to estimate battery consumption. This multi-functional processing method improves accuracy by considering all relevant factors simultaneously while avoiding the need for separate complex subsystems for each characteristic