Developing a Scoring System for Eco-Driving****

许多车辆保险提供商都提供基于使用情况的保险，允许他们根据道路使用者的驾驶表现向他们提供有针对性的折扣。TD保险通过其TDMyAdvantage智能手机应用程序提供这项服务，该应用程序根据刹车、超速、加速和转弯等4个类别对司机的表现进行评分。该应用程序不会根据司机的尾气排放给他们打分，尾气排放通常与驾驶行为和交通状况相关。该项目的目的是开发一个可以整合到应用程序中的“生态驾驶”评分模块，扩展其估计每次出行相关排放的能力，同时考虑到交通状况的影响。

Usage based insurance is offered by many vehicle insurance providers, allowing them to offer targeted discounts to road users based on their driving performance. TD Insurance provides this service through their TDMyAdvantage smartphone application, where a driver's performance is scored based on 4 categories including braking, speeding, acceleration, and cornering. The application does not score drivers based on their exhaust emissions, which are typically correlated with driving behaviour and traffic conditions. The purpose of this project is to develop an "eco-driving" scoring module that can be incorporated within the application, extending its capability to estimate emissions associated with each trip, while taking into account the effect of traffic conditions.