Autonomous Vehicle Usage Evaluation via Trip, Power, and Driver Data

The evaluation system integrates multiple evaluation functions into a single comprehensive platform that simultaneously assesses vehicle usage situation, time saving, power consumption saving, and driver state. The processing module performs diverse evaluation tasks using unified data from sensors, cameras, and vehicle systems, making the system multi-functional rather than requiring separate specialized systems for each evaluation aspect.

The evaluation system is divided into distinct functional modules: data acquisition module that collects information from various sources, processing module that performs specific evaluations, and output module that presents results. This segmentation allows each module to handle specific tasks independently, making the overall complex system manageable and maintainable while still providing comprehensive evaluation capabilities.

The system performs preliminary data processing and filtering during the data acquisition phase, preparing information in advance for the evaluation phase. By pre-processing data from sensors and cameras, organizing it into relevant categories, and filtering out unnecessary information beforehand, the system reduces the computational burden during actual evaluation, thus maintaining high accuracy while reducing processing time.

The evaluation system focuses on evaluating only the most critical aspects of vehicle operation and driver state that are essential for safety and efficiency. Rather than attempting to analyze every single data point with equal depth, the system applies partial evaluation to less critical parameters while performing more detailed analysis on key metrics such as driver fatigue indicators and immediate safety concerns, thus balancing accuracy with processing efficiency.