The study developed a new model to estimate fuel consumption based on driving patterns. By collecting field data and testing the model under varying traffic conditions, researchers found that the model accurately reflects the impact of different driving behaviors on fuel consumption. This model can be used to evaluate advanced traffic strategies using intelligent transportation systems.