Abstract
The online battery management system (BMS) is very critical for the safe and reliable operation of electric vehicles (EVs) and renewable energy storage applications. The primary responsibility of BMS is data assembly, state monitoring, state management, state safety, charging control, thermal management, and information management. The algorithm and control development for smooth and cost-effective functioning of online BMS is challenging research. The complexity, stability, cost, robustness, computational cost, and accuracy of BMS for Li-ion batteries (LiBs) can be enhanced through the development of algorithms. The model-based and non-model-based data-driven methods are the most suitable for developing algorithms and control for online BMS than other methods present in the literatures. The performance analysis of algorithms under different current, thermal, and load conditions have been investigated. The objective of this review is to advance the experimental design and control for online BMS. The comprehensive overview of present techniques, core issues, technical challenges, emerging trends, and future research opportunities for next-generation BMS is covered in this paper with experimental and simulation analysis.
Subject
Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction
Reference140 articles.
1. Rapidly falling costs of battery packs for electric vehicles;Nykvist;Nat. Clim. Chang.,2015
2. A review on energy management system for fuel cell hybrid electric vehicle: Issues and challenges;Sulaiman;Renew. Sustain. Energy Rev.,2015
3. State-of-the-Art and Energy Management System of Lithium-Ion Batteries in Electric Vehicle Applications: Issues and Recommendations;Hannan;IEEE Access Spec. Sect. Adv. Energy Storage Technol. Appl.,2018
4. Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles;Xiong;Appl. Energy,2020
5. A review on the state-of-the-art technologies of electric vehicle, its impacts and prospects;Yong;Renew. Sustain. Energy Rev.,2015