| Citation: | PAN Gang, SHANG Chaoxuan, CAI Jinyan, et al. Condition-based change decision for multi-state system based on opportunistic policy[J]. Journal of Beijing University of Aeronautics and Astronautics, 2017, 43(2): 319-327. doi: 10.13700/j.bh.1001-5965.2016.0155(in Chinese)
|
A condition-based change and maintenance decision method based on opportunistic policy was proposed for multi-state system with economic correlation and performance correlation among components. Markov model was utilized to characterize the degradation process of components and the universal generating function was used to analyze the reliability indicator of system. Based upon opportunistic policy and from the perspective of "component change", a new condition-based change and maintenance decision method is proposed to ensure the maximum economic benefit within the system's limited service period. The change and maintenance decision for a radar power amplifying system is analyzed. The results indicate that the total maintenance frequency is reduced to a certain extent in consideration of the economic correlation of components. And the proposed method enables an enhancement on the battlefield support capacity of equipment system, and shows strong versatility and engineering application value.
| [1] |
任淑红.民航发动机性能可靠性评估与在翼寿命预测方法研究[D].南京:南京航空航天大学, 2010:88-90.
REN S H.Research on methods of performance reliability assessments and life on wing prediction for civil aero engine[D].Nanjing:Nanjing University of Aeronautics and Astronautics, 2010:88-90(in Chinese).
|
| [2] |
程志君, 杨征, 谭林.基于机会策略的复杂系统视情维修决策模型[J].机械工程学报, 2012, 48(6):168-174. doi: 10.3901/JME.2012.06.168
CHENG Z J, YANG Z, TAN L.Condition-based maintenance model of deteriorating complex system based on opportunistic policy[J].Chinese Journal of Mechanical Engineering, 2012, 48(6):168-174(in Chinese). doi: 10.3901/JME.2012.06.168
|
| [3] |
蔡景, 左洪福, 王华伟.多部件系统的预防性维修优化模型研究[J].系统工程理论与实践, 2007, 27(2):133-138. http://www.cnki.com.cn/Article/CJFDTOTAL-XTLL200702017.htm
CAI J, ZUO H F, WANG H W.A study on preventive maintenance optimization model for multi-unit system[J].Systems Engineering-Theory & Practice, 2007, 27(2):133-138(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-XTLL200702017.htm
|
| [4] |
LEVITIN G, LISNIANSKI A.Joint redundancy and maintenance optimization for multistate series-parallel systems[J].Reliability Engineering & System Safety, 1999, 64(1):33-42. https://www.researchgate.net/publication/223323503_Joint_redundancy_and_maintenance_optimization_for_multistate_series-parallel_systems
|
| [5] |
刘宇.多状态复杂系统可靠性建模及维修决策[D].成都:电子科技大学, 2011:69-79.
LIU Y.Multi-state complex system reliability modeling and maintenance decision[D].Chengdu:University of Electronic Science and Technology of China, 2011:69-79(in Chinese).
|
| [6] |
成国庆, 李玲, 唐应辉.多态退化串联可修系统的最优维修更换策略[J].系统工程理论与实践, 2012, 32(5):1118-1123. http://www.cnki.com.cn/Article/CJFDTOTAL-XTLL201205027.htm
CHENG G Q, LI L, TANG Y H.Optimal replacement policy for a deteriorating series repairable system with multi-state[J].Systems Engineering-Theory & Practice, 2012, 32(5):1118-1123(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-XTLL201205027.htm
|
| [7] |
黄傲林, 李庆民, 黎铁冰, 等.劣化系统周期预防性维修策略的优化[J].系统工程与电子技术, 2014, 36(6):1103-1107. http://www.cnki.com.cn/Article/CJFDTOTAL-XTYD201406015.htm
HUANG A L, LI Q M, LI T B, et al.Optimization of periodic preventive maintenance policies for deteriorating repairable system[J].Systems Engineering and Electronics, 2014, 36(6):1103-1107(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-XTYD201406015.htm
|
| [8] |
孙志礼, 王健, 印明昂, 等.可修系统预防性维修时间的确定[J].东北大学学报(自然科学版), 2014, 35(1):84-87. http://www.cnki.com.cn/Article/CJFDTOTAL-DBDX201401020.htm
SUN Z L, WANG J, YIN M A, et al.Determination about preventive maintenance time of the repairable system[J].Journal of Northeastern University (Natural Science), 2014, 35(1):84-87(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-DBDX201401020.htm
|
| [9] |
狄鹏, 黎放, 杨元.基于机会维修策略的预防性维修优化模型研究[J].工程设计学报, 2012, 19(4):263-267. http://www.cnki.com.cn/Article/CJFDTOTAL-GCSJ201204006.htm
DI P, LI F, YANG Y.Optimal preventive maintenance model based on opportunistic maintenance policy[J].Chinese Journal of Engineering Design, 2012, 19(4):263-267(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-GCSJ201204006.htm
|
| [10] |
ZHOU Y, ZHANG Z, LIN T R, et al.Maintenance optimisation of a multi-state series-parallel system considering economic dependence and state-dependent inspection intervals[J].Reliability Engineering & System Safety, 2013, 111:248-259. https://www.researchgate.net/publication/257392217_Maintenance_optimisation_of_a_multi-state_series-parallel_system_considering_economic_dependence_and_state-dependent_inspection_intervals
|
| [11] |
CUONG D D, MING J Z, MAYANK P.Selective maintenance for multi-state series-parallel systems under economic dependence[J].Reliability Engineering & System Safety, 2014, 121:240-249. https://www.researchgate.net/publication/270814730_Selective_maintenance_for_multi-state_series-parallel_systems_under_economic_dependence
|
| [12] |
葛小凯, 胡剑波, 张博锋.考虑依赖性的多部件系统状态维修优化仿真建模[J].航空学报, 2013, 34(8):1854-1863. http://www.cnki.com.cn/Article/CJFDTOTAL-HKXB201308012.htm
GE X K, HU J B, ZHANG B F.Simulation modeling for condition based maintenance optimization of multi-component systems with system with dependencies[J].Acta Aeronautica et Astronautica Sinica, 2013, 34(8):1854-1863(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-HKXB201308012.htm
|
| [13] |
张卓琦, 吴甦, 李斌锋.考虑故障相关的两部件系统机会维修策略[J].清华大学学报(自然科学版), 2012, 52(1):122-127. http://www.cnki.com.cn/Article/CJFDTOTAL-QHXB201201025.htm
ZhANG Z Q, WU S, LI B F.Opportunistic maintenance policy for a two-unit system with failure interactions[J].Journal of Tsinghua University (Science and Technology), 2012, 52(1):122-127(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-QHXB201201025.htm
|
| [14] |
赵洪山, 鄢盛腾, 张小田.风电机组确定性机会更换维修策略的研究[J].太阳能学报, 2014, 35(4):568-575. http://www.cnki.com.cn/Article/CJFDTOTAL-TYLX201404003.htm
ZHAO H S, YAN S T, ZHANG X T.Deterministic opportunistic replacement maintenance strategy for wind turbine[J].Acta Energiae Solaris Sinica, 2014, 35(4):568-575(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-TYLX201404003.htm
|
| [15] |
赵洪山, 张健平, 高夺, 等.风电机组的状态-机会维修策略[J].中国电机工程学报, 2015, 35(15):3851-3858. http://cdmd.cnki.com.cn/Article/CDMD-10079-1015649735.htm
ZHAO H S, ZHANG J P, GAO D, et al.A condition based opportunistic maintenance strategy for wind turbine[J].Proceedings of the CSEE, 2015, 35(15):3851-3858(in Chinese). http://cdmd.cnki.com.cn/Article/CDMD-10079-1015649735.htm
|
| [16] |
LIANIANSKI A, LEVITIN G.Multi-state system reliability:Assessment, optimization and applications[M].Toh Tuck Link:World Scientific, 2003:92-94.
|
| [17] |
LIANIANSKI A, FRENKEL I, DING Y.Multi-state system reliability analysis and optimization for engineers and industrial managers[M].London:Springer, 2010:40-45.
|
| [18] |
潘刚, 尚朝轩, 梁玉英, 等.考虑认知不确定的雷达功率放大系统可靠性评估[J].北京航空航天大学学报, 2016, 42(6):1185-1194. http://bhxb.buaa.edu.cn/CN/abstract/abstract13971.shtml
PAN G, SHANG C X, LIANG Y Y, et al.Reliability evaluation of radar power amplification system considering epistemic uncertainty[J].Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(6):1185-1194(in Chinese). http://bhxb.buaa.edu.cn/CN/abstract/abstract13971.shtml
|
| [19] |
章恩泽, 陈庆伟.不确定可靠性优化问题的多目标粒子群优化算法[J].控制与决策, 2015, 30(9):1701-1705. http://www.cnki.com.cn/Article/CJFDTOTAL-KZYC201509027.htm
ZHANG E Z, CHEN Q W.Multi-objective particle swarm optimization for uncertain reliability optimization problems[J].Control and Decision, 2015, 30(9):1701-1705(in Chinese). http://www.cnki.com.cn/Article/CJFDTOTAL-KZYC201509027.htm
|
| [20] |
李春洋.基于多态系统理论的可靠性分析与优化设计方法研究[D].长沙:国防科学技术大学, 2010:92-114.LI C Y.
Research on reliability analysis and optimization based on the multi-state system theory[D].Changsha:National University of Defense Technology, 2010:92-114(in Chinese).
|
Figures(4) / Tables(2)
Copyright © Journal of Beijing University of Aeronautics and Astronautics
Address: Editorial Department of Journal of Beijing University of Aeronautics and Astronautics, 37 Xueyuan Road, Haidian District, Beijing Post Code: 100191 Email: jbuaa@buaa.edu.cn
Supported by:
Beijing Renhe Information Technology Co., Ltd.
DownLoad:
