A Stochastic Data-Based Traffic Model Applied to Vehicles Energy Consumption Estimation.

A new approach to estimate traffic energy consumption via traffic data aggregation in (speed and acceleration) probability distributions is proposed. The aggregation is done on each segment composing the road network. In order to reduce data occupancy, clustering techniques are used to obtain meaningful classes of traffic conditions. Different times of the day with similar speed patterns and traff...