Fairness and Equity in Electric Vehicle Charging with Mobile Charging Stations

Beyazit M., ERENOĞLU A. K., Tascikaraoglu A.

IEEE Transactions on Industry Applications, 2024 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Basım Tarihi: 2024
  • Doi Numarası: 10.1109/tia.2024.3477426
  • Dergi Adı: IEEE Transactions on Industry Applications
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, Aerospace Database, Applied Science & Technology Source, Business Source Elite, Business Source Premier, Communication Abstracts, Compendex, Computer & Applied Sciences, INSPEC, Metadex, Civil Engineering Abstracts
  • Anahtar Kelimeler: Electric vehicle charging, fairness index, mobile charging station, quality-of-service
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

The rising demand for electric vehicles (EVs) has highlighted the urgent need for innovative EV charging methods, given the numerous operational and technological challenges. This study introduces an innovative real-time energy allocation model aimed at optimizing the service quality of mobile charging stations (MCSs), an emerging EV charging concept, while ensuring fairness among EV users. We evaluate our approach through case studies considering varying numbers of charging demands, and road traffic congestion status. We incorporate a 24-node Sioux Falls transportation network and real EV parking lot data to ensure practicality. Our results demonstrate the effectiveness of the proposed strategy in terms of quality-of-service (QoS) and fairness scores, even during periods of traffic congestion and high energy demand. Additionally, we conduct sensitivity and scalability analyses to assess the algorithm's decision-making under uncertain EV user behavior regarding reservation requests on a larger scale.