Artificial Intelligence-Based Highway Differentiated Tolling Analysis System

The AI-Based Highway Differentiated Tolling Analysis System aims to develop an intelligent analysis platform that leverages big data and AI algorithms to optimize road toll strategies. Using toll transaction data, the system performs preprocessing (e.g., data cleaning), assesses clusters traveller behaviour and evaluates clustering effectiveness. It then conducts traffic predictions and iterative analysis based on the built-in differentiated toll scheme. By analyzing the relationship between toll rates and traffic volume, the system generates and identifies the optimal toll scheme, assisting toll road and bridge operators to tailor their pricing strategies and increase toll revenue.