國 立 陽 明 交 通 大 學 演 講

講    題：電動車充電基礎設施的隨機建模與數據驅動解決方案

(Stochastic Modeling and Data-Driven Solutions to Electric Vehicle Charging Infrastructure)

主 講 人：洪英超(Ying Chau Hung)

(國立臺灣大學 工業工程學管理所)

主 持 人：董弘平教授

主辦單位：陽明交通大學工業工程與管理系

時間：113年12月2日(星期一) 13:20~15:10   

地    點：管理二館MB520教室(5F)

演講摘要：In this talk, I will present stochastic modeling and data-driven strategies to optimize Electric Vehicle (EV) charging infrastructure. The focus will be on identifying optimal locations for charging stations, efficiently allocating charging capacity, and designing effective routing strategies. By examining key performance metrics, such as throughput, mean travel time, and mean waiting time, I will underscore the critical importance of these factors in advancing EV infrastructure. Utilizing diverse datasets, I will demonstrate applications of probability theory, mathematical modeling, machine learning, and advanced analytics to drive data-informed decision-making. This talk provides valuable insights for stakeholders in urban planning, energy management, and transportation, showcasing the transformative potential of stochastic and data-driven approaches in shaping the future of EV charging infrastructure.

演講性質：學術研究專題

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