基于优先权与双可变时间窗的大型热轧生产线机会维护建模
收稿日期: 2023-05-04
修回日期: 2023-09-11
录用日期: 2023-09-20
网络出版日期: 2023-10-13
基金资助
国家重点研发计划(2020YFB1711103);国家自然科学基金(52075336)
Opportunistic Maintenance Modeling of Large-Scale Hot Rolling Production Line Based on Maintenance Priority and Dual Variable Time Window
Received date: 2023-05-04
Revised date: 2023-09-11
Accepted date: 2023-09-20
Online published: 2023-10-13
毛雯欣, 周晓军 . 基于优先权与双可变时间窗的大型热轧生产线机会维护建模[J]. 上海交通大学学报, 2024 , 58(8) : 1221 -1230 . DOI: 10.16183/j.cnki.jsjtu.2023.173
To solve the problem of differential maintenance demand caused by daily dynamic maintenance and periodic replacement of support rolls in large-scale hot rolling lines, a maintenance priority rule is introduced to identify maintenance judgment order of components under long distance condition and downtime constraint. A dual variable time window rule is constructed to identify whether components should be maintained and distinguish maintenance demand, and then a dynamic opportunity maintenance model is established for the system. The case study shows that the model can effectively solve the problem of differential maintenance scheduling for large-scale hot rolling lines under the constraints of maintenance resources and downtime, and has more cost advantages than the traditional time-window-based model.
[1] | LIM J H, PARK D H. Optimal periodic preventive maintenance schedules with improvement factors depending on number of preventive maintenances[J]. Asia-Pacific Journal of Operational Research, 2007, 24(1): 111-124. |
[2] | PONGPECH J, MURTHY D N P. Optimal periodic preventive maintenance policy for leased equipment[J]. Reliability Engineering & System Safety, 2006, 91(7): 772-777. |
[3] | SHEU S H. A modified block replacement policy with two variables and general random minimal repair cost[J]. Journal of Applied Probability, 1996, 33(2): 557-572. |
[4] | LU Y, SUN L, KANG J, et al. Opportunistic maintenance optimization for offshore wind turbine electrical and electronic system based on rolling horizon approach[J]. Journal of Renewable and Sustainable Energy, 2017, 9(3): 033307. |
[5] | XIA T, XI L, ZHOU X, et al. Dynamic maintenance decision-making for series-parallel manufacturing system based on MAM-MTW methodology[J]. European Journal of Operational Research, 2012, 221(1): 231-240. |
[6] | ZHOU X, LU B. Preventive maintenance scheduling for serial multi-station manufacturing systems with interaction between station reliability and product quality[J]. Computers & Industrial Engineering, 2018, 122: 283-291. |
[7] | SONG S, LI Q, FELDER F A, et al. Integrated optimization of offshore wind farm layout design and turbine opportunistic condition-based maintenance[J]. Computers & Industrial Engineering, 2018, 120: 288-297. |
[8] | DO P, ASSAF R, SCARF P, et al. Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies[J]. Reliability Engineering & System Safety, 2019, 182: 86-97. |
[9] | COLLEDANI M, MAGNANINI M C, TOLIO T. Impact of opportunistic maintenance on manufacturing system performance[J]. CIRP Annals, 2018, 67(1): 499-502. |
[10] | LU B, ZHOU X. Opportunistic preventive maintenance scheduling for serial-parallel multistage manufacturing systems with multiple streams of deterioration[J]. Reliability Engineering & System Safety, 2017, 168: 116-127. |
[11] | 俞梦琦, 史凯龙, 周晓军. 基于双时间窗的多设备串行系统机会维护策略[J]. 上海交通大学学报, 2020, 54(1): 69-75. |
YU Mengqi, SHI Kailong, ZHOU Xiaojun. Opportunistic maintenance strategy for multi-unit serial systems based on dual time window[J]. Journal of Shanghai Jiao Tong University, 2020, 54(1): 69-75. | |
[12] | ZHOU X, NING X. Maintenance gravity window based opportunistic maintenance scheduling for multi-unit serial systems with stochastic production waits[J]. Reliability Engineering & System Safety, 2021, 215: 107828. |
[13] | MOSHEIOV G, SARIG A, STRUSEVICH V A, et al. Two-machine flow shop and open shop scheduling problems with a single maintenance window[J]. European Journal of Operational Research, 2018, 271(2): 388-400. |
[14] | YANG L, ZHAO Y, PENG R, MA X. Opportunistic maintenance of production systems subject to random wait time and multiple control limits[J]. Journal of Manufacturing Systems, 2018, 47(4): 12-34. |
[15] | ZHANG C, GAO W, GUO S, et al. Opportunistic maintenance for wind turbines considering imperfect, reliability-based maintenance[J]. Renewable energy, 2017, 103: 606-612. |
[16] | CAVALCA K L. Availability optimization with genetic algorithm[J]. International Journal of Quality & Reliability Management, 2003, 20(7): 847-863. |
[17] | 韩李杰. 考虑备件和维护人力资源的串联系统机会维护[D]. 上海: 上海交通大学, 2016. |
HAN Lijie. Opportunity maintenance of serial system considering spare parts and human resource[D]. Shanghai: Shanghai Jiao Tong University, 2016. | |
[18] | QIN W, ZHUANG Z, LIU Y, et al. Sustainable service oriented equipment maintenance management of steel enterprises using a two-stage optimization approach[J]. Robotics and Computer-Integrated Manufacturing, 2022, 75: 102311. |
[19] | LUO M, WU S, SCARF P. Models of imperfect repair[M]//DE ALMEIDA A T, EKENBERG L, SCARF P, et al. Multicriteria and optimization models for risk, reliability, and maintenance decision analysis. Switzerland: Springer, 2022: 391-402. |
[20] | BALAKRISHNAN N, KATERI M. On the maximum likelihood estimation of parameters of Weibull distribution based on complete and censored data[J]. Statistics & Probability Letters, 2008, 78(17): 2971-2975. |
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