Traffic simulation models are computational tools that mimic real-world traffic conditions to analyze and predict vehicle movements and behaviors on road networks. These models help in understanding traffic flow, identifying congestion points, and evaluating the impact of proposed transportation improvements, making them essential for effective transportation planning and management.