Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method
A new safety risk assessment model for battery pack production processes was developed using the DEMATEL-ANP method to analyze the impact and complex relationships of risk-influencing factors. Initially, five major risk-influencing factors were identified, leading to the construction of a 15-factor...
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| Format: | Article |
| Language: | English |
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MDPI AG
2025-01-01
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| Series: | Fire |
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| Online Access: | https://www.mdpi.com/2571-6255/8/1/31 |
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| author | Yunfei Xia Qingming Guo Lei Lei Jiong Wu Xin Su Jianxin Wu |
| author_facet | Yunfei Xia Qingming Guo Lei Lei Jiong Wu Xin Su Jianxin Wu |
| author_sort | Yunfei Xia |
| collection | DOAJ |
| description | A new safety risk assessment model for battery pack production processes was developed using the DEMATEL-ANP method to analyze the impact and complex relationships of risk-influencing factors. Initially, five major risk-influencing factors were identified, leading to the construction of a 15-factor indicator system. Through the DEMATEL method, these factors were categorized into cause and result factors. Subsequently, by combining the DEMATEL and ANP methods, key risk-influencing factors were identified by comparing ANP weights with hybrid weights adjusted through the DEMATEL-ANP method. Finally, integrating the DEMATEL-ANP method with the fuzzy comprehensive evaluation method allowed us to assess the overall fire safety risk level. Our findings highlighted “hazards in the test process” and “fire hazards” as critical risk factors needing control and elimination in the highly hazardous battery pack production process. This method offers dynamic evaluation and valuable insights for safety management in battery pack production. |
| format | Article |
| id | doaj-art-c919a184b6324814b513f5dd02d323ff |
| institution | Kabale University |
| issn | 2571-6255 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Fire |
| spelling | doaj-art-c919a184b6324814b513f5dd02d323ff2025-01-24T13:32:21ZengMDPI AGFire2571-62552025-01-01813110.3390/fire8010031Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP MethodYunfei Xia0Qingming Guo1Lei Lei2Jiong Wu3Xin Su4Jianxin Wu5School of Fire Protection Engineering, China People’s Police University, Langfang 065000, ChinaHuizhou Desay Intelligent Storage Technology Co., Ltd., Huizhou 516000, ChinaSchool of Fire Protection Engineering, China People’s Police University, Langfang 065000, ChinaHuizhou Desay Intelligent Storage Technology Co., Ltd., Huizhou 516000, ChinaSchool of Fire Protection Engineering, China People’s Police University, Langfang 065000, ChinaHuizhou Desay Intelligent Storage Technology Co., Ltd., Huizhou 516000, ChinaA new safety risk assessment model for battery pack production processes was developed using the DEMATEL-ANP method to analyze the impact and complex relationships of risk-influencing factors. Initially, five major risk-influencing factors were identified, leading to the construction of a 15-factor indicator system. Through the DEMATEL method, these factors were categorized into cause and result factors. Subsequently, by combining the DEMATEL and ANP methods, key risk-influencing factors were identified by comparing ANP weights with hybrid weights adjusted through the DEMATEL-ANP method. Finally, integrating the DEMATEL-ANP method with the fuzzy comprehensive evaluation method allowed us to assess the overall fire safety risk level. Our findings highlighted “hazards in the test process” and “fire hazards” as critical risk factors needing control and elimination in the highly hazardous battery pack production process. This method offers dynamic evaluation and valuable insights for safety management in battery pack production.https://www.mdpi.com/2571-6255/8/1/31lithium-ion batterybattery pack production processfire safety riskinfluence factorsDEMATEL-ANPfuzzy comprehensive evaluation |
| spellingShingle | Yunfei Xia Qingming Guo Lei Lei Jiong Wu Xin Su Jianxin Wu Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method Fire lithium-ion battery battery pack production process fire safety risk influence factors DEMATEL-ANP fuzzy comprehensive evaluation |
| title | Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method |
| title_full | Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method |
| title_fullStr | Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method |
| title_full_unstemmed | Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method |
| title_short | Research on Fuzzy Comprehensive Evaluation of Fire Safety Risk of Battery Pack Production Process Based on DEMATEL-ANP Method |
| title_sort | research on fuzzy comprehensive evaluation of fire safety risk of battery pack production process based on dematel anp method |
| topic | lithium-ion battery battery pack production process fire safety risk influence factors DEMATEL-ANP fuzzy comprehensive evaluation |
| url | https://www.mdpi.com/2571-6255/8/1/31 |
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