Overview of Model- and Non-Model-Based Online Battery Management Systems for Electric Vehicle Applications: A Comprehensive Review of Experimental and Simulation Studies
نویسندگان
چکیده
The online battery management system (BMS) is very critical for the safe and reliable operation of electric vehicles (EVs) renewable energy storage applications. primary responsibility BMS data assembly, state monitoring, management, safety, charging control, thermal information management. algorithm control development smooth cost-effective functioning challenging research. complexity, stability, cost, robustness, computational accuracy Li-ion batteries (LiBs) can be enhanced through algorithms. model-based non-model-based data-driven methods are most suitable developing algorithms than other present in literatures. performance analysis under different current, thermal, load conditions have been investigated. objective this review to advance experimental design BMS. comprehensive overview techniques, core issues, technical challenges, emerging trends, future research opportunities next-generation covered paper with simulation analysis.
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ژورنال
عنوان ژورنال: Sustainability
سال: 2022
ISSN: ['2071-1050']
DOI: https://doi.org/10.3390/su142315912