|Table of Contents|

[1] Li Jianhua, Xu Jiasheng, Ren Lina, Chen Jintao, et al. Multicomponent opportunistic maintenance modelbased on cost-effectiveness [J]. Journal of Southeast University (English Edition), 2021, 37 (4): 372-378. [doi:10.3969/j.issn.1003-7985.2021.04.005]
Copy

Multicomponent opportunistic maintenance modelbased on cost-effectiveness()
Share:

Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:
37
Issue:
2021 4
Page:
372-378
Research Field:
Mechanical Engineering
Publishing date:
2021-12-20

Info

Title:
Multicomponent opportunistic maintenance modelbased on cost-effectiveness
Author(s):
Li Jianhua Xu Jiasheng Ren Lina Chen Jintao
School of Mechanical and Electrical Engineering, Lanzhou University of Technology, Lanzhou 730050, China
Keywords:
imperfect maintenance opportunistic maintenance cost-effectiveness reliability maintenance costs
PACS:
TH17
DOI:
10.3969/j.issn.1003-7985.2021.04.005
Abstract:
With difficulties in maintaining multicomponent systems of wind turbines and formulating economical and reasonable maintenance strategies, a dynamic opportunistic maintenance strategy of multicomponent systems is applied in terms of economic relevance and opportunistic maintenance among various components. A preventive maintenance model based on cost-effectiveness is proposed by incorporating cost-effectiveness analysis into the multicomponent preventive maintenance strategy. The failure rate recovery degree is used to describe the effects of imperfect maintenance and replacement. When the reliability of the component reaches the threshold of preventive or opportunistic maintenance, a reasonable maintenance method is selected on the basis of the cost-effectiveness ratio of the failure rate. A case study is conducted by taking four components of a wind turbine as the research object and comparing them with the opportunistic maintenance model without considering cost-effectiveness. Results show that the total maintenance cost is reduced by 373 600 yuan, indicating that the preventive opportunistic maintenance based on cost-effectiveness is more economical and can provide a theoretical basis for formulating a preventive maintenance plan.

References:

[1] Ding F F, Tian Z G. Opportunistic maintenance for wind farms considering multi-level imperfect maintenance thresholds[J]. Renewable Energy, 2012, 45(1): 175-182. DOI: 10.1016/j.renene.2012.02.030.
[2] Abdollahzadeh H, Atashgar K, Abbasi M. Multi-objective opportunistic maintenance optimization of a wind farm considering limited number of maintenance groups[J].Renewable Energy, 2016, 88: 247-261. DOI: 10.1016/j.renene.2015.11.022.
[3] Nzukam C, Voisin A, Levrat E, et al. Opportunistic maintenance scheduling with stochastic opportunities duration in a predictive maintenance strategy[J].IFAC-Papers OnLine, 2018, 51(11): 453-458. DOI: 10.1016/j.ifacol.2018.08.348.
[4] Liu G, Chen S, Jin H, et al. Optimum opportunistic maintenance schedule incorporating delay time theory with imperfect maintenance[J].Reliability Engineering & System Safety, 2021, 213: 107668. DOI: 10.1016/j.ress.2021.107668.
[5] Xu B, Han X S, Sun H B, et al. A new opportunistic maintenance optimization model for power generating unit [J]. Proceedings of the Chinese Society of Electrical Engineering, 2018, 38(1):120-129. DOI:10.13334/j.0258-8013.pcsee.162236.(In Chinese)
[6] Van Horenbeek A, Pintelon L. A dynamic predictive maintenance policy for complex multi-component systems[J]. Reliability Engineering & System Safety, 2013, 120(1): 39-50. DOI: 10.1016/j.ress.2013.02.029.
[7] Salari N, Makis V. Optimal preventive and opportunistic maintenance policy for a two-unit system[J].International Journal of Advanced Manufacturing Technology, 2016, 89: 665-673. DOI: 10.1007/s00170-016-9127-x.
[8] Hu J, Shen J, Shen L. Opportunistic maintenance for two-component series systems subject to dependent degradation and shock[J].Reliability Engineering & System Safety, 2020, 201: 106995. DOI: 10.1016/j.ress.2020.106995.
[9] Besnard F, Patrikssont M, Strombergt A B, et al. An optimization framework for opportunistic maintenance of offshore wind power system[C]//IEEE 2009 Power tech Conference. Bucharest, Romania, 2009: 1-7. DOI: 10.1109/PTC.2009.5281868.
[10] Zhang C, Gao W, Yang T, et al. Opportunistic maintenance strategy for wind turbines considering weather conditions and spare parts inventory management[J].Renewable Energy, 2019, 133: 703-711. DOI: 10.1016/j.renene.2018.10.076.
[11] Yang L, Zhao Y, Peng R, et al. Opportunistic maintenance of production systems subject to random wait time and multiple control limits[J].Journal of Manufacturing Systems, 2018, 47: 12-34. DOI: 10.1016/j.jmsy.2018.02.003.
[12] Zheng R, Zhou Y, Zhang Y. Optimal preventive maintenance for wind turbines considering the effects of wind speed[J].Wind Energy, 2020, 23(11): 1987-2003. DOI: 10.1002/we.2541.
[13] 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. DOI: 10.1016/j.renene.2016.10.072.
[14] Zhou X J, Lu Z Q, Xi L F, et al. Opportunistic preventive maintenance optimization for multi-unit series systems with combing multi-preventive maintenance techniques[J].Journal of Shanghai Jiaotong University(Science), 2010, 15(5): 513-518. DOI: 10.1007/s12204-010-1042-y.
[15] Zhou X J, Xi L F, Lee J. Reliability-centered predictive maintenance scheduling for a continuously monitored system subject to degradation[J].Reliability Engineering & System Safety, 2007, 92(4): 530-534. DOI: 10.1016/j.ress.2006.01.006.
[16] Tian Z G, Jin T D, Wu B, et al. Condition based maintenance optimization for wind power generation systems under continuous monitoring[J].Renewable Energy, 2011, 36(5): 1502-1509. DOI: 10.1016/j.renene.2010.10.028.

Memo

Memo:
Biography: Li Jianhua(1975—), male, doctor, associate professor, li_jh@vip.sin.com.
Foundation item: The National Key Research and Development Program of China(No.2019YFB1707300).
Citation: Li Jianhua, Xu Jiasheng, Ren Lina, et al. Multicomponent opportunistic maintenance model based on cost-effectiveness[J].Journal of Southeast University(English Edition), 2021, 37(4):372-378.DOI:10.3969/j.issn.1003-7985.2021.04.005.
Last Update: 2021-12-20