摘要
System reliability optimization is a central topic in reliability engineering, and enhancing system performance remains a significant research focus. This study investigates a multi-type production system composed of parallel production lines, where each line can fulfill a range of manufacturing requirements through serially connected subsystems. The research examines reliability optimization by allocating redundancy in the subsystems of the production lines, considering both active and cold standby redundancy strategies. Based on importance measure theory, two component adjustment strategies are proposed to enhance the subsystem reliability. An efficient multi-objective algorithm, known as Birnbaum importance-based NSGA-Ⅱ (BINSGA-Ⅱ), is constructed following the fundamental procedure of the NSGA-Ⅱ. The effectiveness of the proposed algorithm is validated through simulations involving two numerical case studies. The results provide valuable insights for guiding the reliability design of multi-type production systems.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | 15th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2025 |
| 出版商 | Institution of Engineering and Technology |
| 页 | 773-780 |
| 页数 | 8 |
| 卷 | 2025 |
| 版本 | 35 |
| ISBN(电子版) | 9781807050207, 9781807050344, 9781807050351, 9781807050375, 9781837242634, 9781837242900, 9781837242917, 9781837243143, 9781837243150, 9781837243167, 9781837243235, 9781837243341, 9781837243358, 9781837245277, 9781837246847, 9781837246854, 9781837247004, 9781837247011, 9781837247028, 9781837247035, 9781837247042, 9781837247059, 9781837247257, 9781837247264, 9781837247271, 9781837247295, 9781837247325, 9781837247332, 9781837249916 |
| DOI | |
| 出版状态 | 已出版 - 1 12月 2025 |
| 活动 | 15th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2025 - Hohhot, 中国 期限: 23 7月 2025 → 26 7月 2025 |
会议
| 会议 | 15th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2025 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Hohhot |
| 时期 | 23/07/25 → 26/07/25 |
指纹
探究 'RELIABILITY REDUNDANCY ALLOCATION OPTIMIZATION FOR MULTI-TYPE PRODUCTION SYSTEM' 的科研主题。它们共同构成独一无二的指纹。引用此
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