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Fault Injection and Tolerance Analysis of Battery Management Systems Using SystemC-AMS
會議論文

Fault Injection and Tolerance Analysis of Battery Management Systems Using SystemC-AMS

Hao-Yang Chi, Chih-Tsun Huang, Jing-Jia Liou 和 Harry Chen
International Test Conference in Asia (Online), 頁碼.96-101
IEEE
2025 IEEE International Test Conference in Asia (ITC-Asia) (Tokyo, Japan, 16/12/2025–19/12/2025)
16/12/2025
Web of Science ID: WOS:001733914300017

摘要

Battery management system Battery management systems Estimation Fault diagnosis Fault injection Fault tolerant Fault tolerant systems Protection Redundancy Safety design State of charge SystemC-AMS Tolerance analysis Transient analysis Transient Fault Batteries
Battery management system (BMS) is a key component to keep battery packs operating in safe and enduring conditions. This paper presents a SystemC-AMS-based BMS simulation platform including both BMS control and cell modeling designed to support fault injection and modular protection analysis. Through single-bit fault injection experiments, only a small fraction (12.8%) of injected faults violate the safety conditions. And SOC estimation and ADC modules are identified as the most critical components with faults covering all severe conditions such as overcharge, overdischarge and overheating. After applying dual module redundancy (DMR), we can enhance the reliability and reduce safety violations from the original 92321 errors to 72020 and 7860 errors or 78.01% and 8.51%, respectively for ADC and SOC modules. With DMR protection for both the ADC and SOC modules, we can eliminate all safety violations.

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