Data-driven bi-level predictive energy management strategy for fuel cell buses with algorithmics fusion

• Main Authors: Li, Menglin, Liu, Haoran, Yan, Mei, Wu, Jingda, Jin, Lisheng, He, Hongwen
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Energy Management; Fuel Cell Buses
• Online Access: https://hdl.handle.net/10356/173532
• Institution: Nanyang Technological University

This paper aims to answer how to effectively integrate the data-driven method into the traditional predictive energy management algorithm rather than replacing it outright. Given the challenge of selecting an appropriate prediction horizon for predictive energy management, this study seeks to bridge...