Smart Agent For Efficient Charging (SAFEC)

“高效充电智能代理”（SAFEC）项目旨在通过部署先进的人工智能技术来真实的实时做出充电决策，从而降低成本并支持环境可持续性，从而彻底改变电动汽车（EV）充电过程。该项目是电动汽车能源管理软件公司Gridicity和人工智能开发公司TechnoQuest之间的合作。该项目的新奇之处在于使用人工智能对电动汽车充电进行真实的实时全面优化。SAFEC解决的主要挑战是有效管理电动汽车充电时间，考虑可变的能源价格和其他多种相关因素。这些数据包括电网需求的季节性和日常模式、前一天和实时能源市场价格、车队规模、驾驶模式，以及每辆车的当前和所需充电状态。优化这些因素可以为电动汽车车队节省大量成本和提高生产率。虽然智能能源管理解决方案在国内电动汽车行业存在，但它们尚未广泛应用于商业电动汽车车队和公共充电网络部门。SAFEC不仅代表了经济机会，而且符合英国政府的净零排放目标。通过将电力需求转移到更便宜的非高峰时段，通常可再生能源可用，SAFEC防止过度使用化石燃料，为更绿色，更可持续的未来做出贡献。此外，通过降低电动汽车车队的运营成本，SAFEC鼓励更快地采用电动汽车，进一步支持向可持续交通的转变。总的来说，SAFEC通过在电动汽车充电中的创新人工智能应用，和谐地整合了经济和环境目标。

Project "Smart Agent For Efficient Charging" (SAFEC) aims to revolutionise the electric vehicle (EV) charging process by deploying advanced AI techniques to make charging decisions in real time, thereby reducing costs and supporting environmental sustainability. This project is a collaboration between Gridicity, an EV energy management software company, and TechnoQuest, an AI development firm. The project's novelty resides in the comprehensive optimisation of EV charging in real time using AI.The primary challenge SAFEC addresses is to manage EV charging times efficiently, accounting for variable energy tariffs and multiple other relevant factors. These range from recurring seasonal and daily patterns in grid demand, day-ahead and real-time energy market prices, fleet size, driving patterns, to current and required states of charge for each vehicle. Optimising these factors could result in substantial cost savings and productivity gains for EV fleets.While smart energy management solutions exist in the domestic EV sector, they are not yet widely applied in the commercial EV fleet and public charging network sectors.SAFEC not only represents an economic opportunity but also aligns with the UK government's net zero emissions goals. By shifting power demand to off-peak times when cheaper, often renewable energy is available, SAFEC prevents excessive fossil fuel usage, contributing to a greener, more sustainable future. Additionally, by reducing the operating costs of EV fleets, SAFEC encourages faster EV adoption, further supporting the shift towards sustainable transportation. Overall, SAFEC harmoniously integrates economic and environmental objectives through innovative AI applications in EV charging.