A review on fault-tolerant control strategies for lithium-ion battery systems
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL(2023)
Abstract
Expanding the usable life of rechargeable Lithium-ion batteries in numerous applications calls for an effective evaluation of probable faults and their diagnosis and control methods. Plenty of work has focused on Lithium-ion battery systems' fault detection and diagnosis techniques. However, seldom of them are devoted to the comprehensive analysis and comparison of the fault-tolerant control schemes. To fill this gap, a review of the most up-to-date fault-tolerant control methods applied to the Lithium-ion battery systems is conducted in this paper. They are classified as active, passive, and integrated methods. To this end, this paper first presents a detailed description of fault types in Lithium-ion batteries, followed by a proposed classification of fault detection and diagnostic methods. Finally, the paper concludes with a comprehensive discussion of the advantages and disadvantages of the reviewed algorithms.
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Key words
Lithium-ion batteries,battery faults,battery safety,fault detection and diagnosis,fault-tolerant control
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