复杂可修装备维修策略优化研究综述
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摘要
高新技术的应用使武器装备系统日趋复杂,武器装备系统的故障规律也是越来越复杂,装备维修是保持武器装备作战效能的重要工作,制定科学合理的维修策略是完成装备维修工作的前期;针对复杂可修装备维修策略制定问题,分析和总结了国内外维修策略的发展现状,总结了装备维修问题研究的分类,重点从维修阈值、检测间隔期和决策目标优化3个方面对维修决策近年来的研究成果进行了综述,并结合已有的研究基础,对维修策略优化的未来发展趋势进行了展望。
The application of high and new technology complicates the weapon equipment system,the fault rule of weapon equipment system is also increasingly complicated,equipment maintenance is an important task to maintain the combat effectiveness of weapon equipment,and the establishment of scientific and reasonable maintenance strategy is the early stage of equipment maintenance.In view of complex repairable equipment maintenance strategy,analyzes and summarizes the current development of maintenance strategy at home and abroad,the classification of research on equipment maintenance is summarized,focus from threshold and inspection intervals and maintenance decision objective optimization,the research achievements were reviewed in recent years,and connecting with the basis of existing research,the trend of future development of maintenance strategy optimization is discussed.
The application of high and new technology complicates the weapon equipment system,the fault rule of weapon equipment system is also increasingly complicated,equipment maintenance is an important task to maintain the combat effectiveness of weapon equipment,and the establishment of scientific and reasonable maintenance strategy is the early stage of equipment maintenance.In view of complex repairable equipment maintenance strategy,analyzes and summarizes the current development of maintenance strategy at home and abroad,the classification of research on equipment maintenance is summarized,focus from threshold and inspection intervals and maintenance decision objective optimization,the research achievements were reviewed in recent years,and connecting with the basis of existing research,the trend of future development of maintenance strategy optimization is discussed.
引文
[1]徐宗昌.保障性工程[M].北京:国防工业出版社,2003.
[2]左洪福,蔡景,王华伟.维修决策理论与方法[M].北京:航空工业出版社,2008.
[3]Bram de Jongea,Teuntera R,Tingab T.The influence of practical factors on the benefits of condition-based maintenance over time-based maintenance[J].Reliability Engineering and System Safety.2017,158:21-30.
[4]Alaswad S,Xiang Y.A review on condition-based maintenance optimization models for stochastically deteriorating system[J].Reliability Engineering and System Safety.2017,157:54-63.
[5]Keizer M C A O,Flapper S D P,Teunter R H.Conditionbased maintenance policies for systems with multiple dependent components:A review[J].European Journal of Operational Research,2017,261:405-420.
[6]张耀辉,韩小孩,王少华,等.装备任务成功性评估研究现状与展望[J].装甲兵工程学院学报,2014,28(5):1-6.
[7]王凌,郑恩辉,李运堂,等.维修决策建模和优化技术综述[J].机械科学技术,2010,29(1):133-140.
[8]邵延君.基于故障预测的武器装备预防性维修策略研究[D].太原:中北大学,2013.
[9]郭建,徐宗昌,孙寒冰.基于比例风险模型的装备机会维修阈值优化研究[J].计算机集成制造系统,2017,23(12):2622-2629.
[10]Li Y,Ma X B,Zhao Y.A condition-based maintenance model for a three-state system subject to degradation and environmental shocks[J].Computers&Industrial Engineering,2017,105:210-226.
[11]Liu B,Wu S M,Xie M,et al.A condition-based maintenance policy for degrading systems with age-and state-dependent operating cost[J].European Journal of Operational Research,2017,261:1-9.
[12]Fitouhia M C,Nourelfathb M,Gershwina S B.Performance evaluation of a two-machine line with a finite buffer and condition-based maintenance[J].Reliability Engineering and System Safety,2017,166:61-72.
[13]Liu B,Liang Z L,Ajith K P,et al.Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model[J].Reliability Engineering and System Safety,2017,168:200-209.
[14]Liu X,Li J,Khalifa N,et al.Condition-based maintenance for continuously monitored degrading systems with multiple failure modes[J].IIE Transactions,2013,45:422-435.
[15]Mahmood S,Maxim F,Christophe B.An opportunistic condition-based maintenance policy for offshore wind turbine blades subjected to degradation and environmental shocks[J].Reliability Engineering and System Safety,2015,142:463-471.
[16]Caballe N C,Castro I T,Perez C J,et al.A condition-based maintenance of a dependent degradation-threshold-shock model in a system with multiple degradation processes[J].Reliability Engineering and System Safety,2015,134:98-109.
[17]Wu F,Niknam S A,Kobza J E.A cost effective degradationbased maintenance strategy under imperfect repair[J].Reliability Engineering and System Safety,2015,144:234-243.
[18]Zhao X F,Al-Khalifa K N,Toshio N.Approximate methods for optimal replacement,maintenance,and inspection policies[J].Reliability Engineering and System Safety,2015,144:68-73.
[19]Zhao X J,Mitra F,Christophe B,et al.Condition-based inspection/replacement policies for non-monotone deteriorating systems with environmental covariates[J].Reliability Engineering and System Safety,2010,95:921-934.
[20]Wang W B,Dragan B,Michael P.A multi-component and multi-failure mode inspection model based on the delay time concept[J].Reliability Engineering and System Safety,2010,95:912-920.
[21]Wang W B,Zhao F,Peng R.A preventive maintenance model with a two-level inspection policy based on a three-stage failure process[J].Reliability Engineering and System Safety,2014,121:207-220.
[22]Yang L,Ma X B,Zhai Q Q,et al.A delay time model for a mission-based system subject to periodic and random inspection and postponed replacement[J].Reliability Engineering and System Safety,2016,150:96-104.
[23]Gao Y C,Feng Y X,Zhang Z X,et al.An optimal dynamic interval preventive maintenance scheduling for series systems[J].Reliability Engineering and System Safety,2015,142:19-30.
[24]Lin Z L,Huang Y S,Fang C C.Non-periodic preventive maintenance with reliability thresholds for complex repairable systems[J].Reliability Engineering and System Safety,2015,136:145-156.
[25]Adiel T A,Rodrigo J P F,Cristiano A V C.A review of the use of multicriteria and multi-objective models in maintenance and reliability[J].IMA Journal of Management Mathematics.2015,3(16):1-23.
[26]Jiang X H,Duan F H,Tian H,et al.Optimization of reliability centered predictive maintenance scheme for inertial navigation system[J].Reliability Engineering and System Safety,2015,140:208-217.
[27]You M Y,Li H G,Meng G.Control-limit preventive maintenance policies for components subject to imperfect preventive maintenance and variable operational conditions[J].Reliability Engineering and System Safety,2011,96:590-598.
[28]Shi H,Zeng J C.Real-time prediction of remaining useful life and preventive opportunistic maintenance strategy for multicomponent systems considering stochastic dependence[J].Computers&Industrial Engineering,2016,93:192-204.
[29]Azadeh A,Asadzadeh S M,Salehi N,et al.Condition-based maintenance effectiveness for series-parallel power generation system-A combined Markovian simulation model[J].Reliability Engineering and System Safety,2015,142:357-368.
[30]VanHorenbeek A,Pintelon L.A dynamic predictive maintenance policy for complex multi-component systems[J].Reliability Engineering and System Safety,2013,120:39-50.
[31]Ferreira R J P,Almeida A T,Cavalcante C A V.A multicriteria decision model to determine inspection intervals of condition monitoring based on delay time analysis[J].Reliability Engineering and System Safety,2009,94:905-912.
[32]Liu Q M,Dong M,Lv W Y,et al.A novel method using adaptive hidden semi-Markov model for multi-sensor monitoring equipment health prognosis[J].Mechanical Systems and Signal Processing,2015,64-65:217-232.
[33]Hu Y,Baraldi P,DiMaio F.A particle filtering and kernel smoothing-based approach for new design component prognostics[J].Reliability Engineering and System Safety,2015,134:19-31.
[34]Si X S,Wang W B,Hu C H.A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation[J].Mechanical Systems and Signal Processing,2013,35:219-237.
[35]Yu J B.Machine health prognostics using the Bayesian-inference-based probabilistic indication and high-order particle filtering framework[J].Journal of Sound and Vibration,2015,358:97-110.
[36]Corbetta M,Sbarufatti C,Manes A,et al.Real-time prognosis of random loaded structures via Bayesian filtering:A preliminary discussion[J].Reliability Engineering and System Safety,2015,145:143-160.
[37]Sameer Al-Dahidi,FrancescoDiMaio,PieroBaraldi.Remaining useful life estimation inheterogeneous fleets working under variable operating conditions[J].Reliability Engineering and System Safety,2016,156:109-124.
[38]徐宗昌,张永强,呼凯凯,等.备件携行量研究方法综述[J].航空学报,2016,37(9):2623-2633.
[39]张永强.舰船装备维修时机与备件携行量联合优化方法研究[D].北京:装甲兵工程学院,2016.
[40]葛恩顺,李庆民,张光宇,等.考虑不完全维修的劣化系统最优视情维修策略[J].航空学报,2013,34(2):316-324.
[41]石慧,曾建潮.考虑非完美维修的实时剩余寿命预测及维修决策模型[J].计算机集成制造系统,2014,20(9):2259-2266.
[42]狄鹏,黎放,陈童.N型更换策略下多状态可修系统可靠性规律研究[J].系统工程与电子技术,2014,36(3):603-607.
[43]葛恩顺,李庆民,黄傲林,等.不完全维修下的单部件系统视情维修及更换策略[J].系统工程与电子技术,2012,34(12):2509-2513.
[44]韩小孩.基于任务成功性的装备维修决策方法研究[D].北京:装甲兵工程学院,2016.
[45]沈军,张耀辉,王少华.任务成功性优先的多属性维修决策研究[J].装甲兵工程学院学报,2011,25(5):10-14.
[46]Thomas L.A survey of maintenance and replacement models for maintainability and reliability of multi-item systems[J].Reliability Engineering,1986,16(4):297-309.
[47]卞浩辉,郭霖瀚,康锐,.虚警影响下的备件库存优化[J].北京航空航天大学学报,2014,40(3):413-416.
[48]Li Q,Clifford G D.Signal quality and data fusion for false alarm reduction in the intensive care unit[J].Journal of Electrocardiology,2012,45(6):596-603.
[2]左洪福,蔡景,王华伟.维修决策理论与方法[M].北京:航空工业出版社,2008.
[3]Bram de Jongea,Teuntera R,Tingab T.The influence of practical factors on the benefits of condition-based maintenance over time-based maintenance[J].Reliability Engineering and System Safety.2017,158:21-30.
[4]Alaswad S,Xiang Y.A review on condition-based maintenance optimization models for stochastically deteriorating system[J].Reliability Engineering and System Safety.2017,157:54-63.
[5]Keizer M C A O,Flapper S D P,Teunter R H.Conditionbased maintenance policies for systems with multiple dependent components:A review[J].European Journal of Operational Research,2017,261:405-420.
[6]张耀辉,韩小孩,王少华,等.装备任务成功性评估研究现状与展望[J].装甲兵工程学院学报,2014,28(5):1-6.
[7]王凌,郑恩辉,李运堂,等.维修决策建模和优化技术综述[J].机械科学技术,2010,29(1):133-140.
[8]邵延君.基于故障预测的武器装备预防性维修策略研究[D].太原:中北大学,2013.
[9]郭建,徐宗昌,孙寒冰.基于比例风险模型的装备机会维修阈值优化研究[J].计算机集成制造系统,2017,23(12):2622-2629.
[10]Li Y,Ma X B,Zhao Y.A condition-based maintenance model for a three-state system subject to degradation and environmental shocks[J].Computers&Industrial Engineering,2017,105:210-226.
[11]Liu B,Wu S M,Xie M,et al.A condition-based maintenance policy for degrading systems with age-and state-dependent operating cost[J].European Journal of Operational Research,2017,261:1-9.
[12]Fitouhia M C,Nourelfathb M,Gershwina S B.Performance evaluation of a two-machine line with a finite buffer and condition-based maintenance[J].Reliability Engineering and System Safety,2017,166:61-72.
[13]Liu B,Liang Z L,Ajith K P,et al.Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model[J].Reliability Engineering and System Safety,2017,168:200-209.
[14]Liu X,Li J,Khalifa N,et al.Condition-based maintenance for continuously monitored degrading systems with multiple failure modes[J].IIE Transactions,2013,45:422-435.
[15]Mahmood S,Maxim F,Christophe B.An opportunistic condition-based maintenance policy for offshore wind turbine blades subjected to degradation and environmental shocks[J].Reliability Engineering and System Safety,2015,142:463-471.
[16]Caballe N C,Castro I T,Perez C J,et al.A condition-based maintenance of a dependent degradation-threshold-shock model in a system with multiple degradation processes[J].Reliability Engineering and System Safety,2015,134:98-109.
[17]Wu F,Niknam S A,Kobza J E.A cost effective degradationbased maintenance strategy under imperfect repair[J].Reliability Engineering and System Safety,2015,144:234-243.
[18]Zhao X F,Al-Khalifa K N,Toshio N.Approximate methods for optimal replacement,maintenance,and inspection policies[J].Reliability Engineering and System Safety,2015,144:68-73.
[19]Zhao X J,Mitra F,Christophe B,et al.Condition-based inspection/replacement policies for non-monotone deteriorating systems with environmental covariates[J].Reliability Engineering and System Safety,2010,95:921-934.
[20]Wang W B,Dragan B,Michael P.A multi-component and multi-failure mode inspection model based on the delay time concept[J].Reliability Engineering and System Safety,2010,95:912-920.
[21]Wang W B,Zhao F,Peng R.A preventive maintenance model with a two-level inspection policy based on a three-stage failure process[J].Reliability Engineering and System Safety,2014,121:207-220.
[22]Yang L,Ma X B,Zhai Q Q,et al.A delay time model for a mission-based system subject to periodic and random inspection and postponed replacement[J].Reliability Engineering and System Safety,2016,150:96-104.
[23]Gao Y C,Feng Y X,Zhang Z X,et al.An optimal dynamic interval preventive maintenance scheduling for series systems[J].Reliability Engineering and System Safety,2015,142:19-30.
[24]Lin Z L,Huang Y S,Fang C C.Non-periodic preventive maintenance with reliability thresholds for complex repairable systems[J].Reliability Engineering and System Safety,2015,136:145-156.
[25]Adiel T A,Rodrigo J P F,Cristiano A V C.A review of the use of multicriteria and multi-objective models in maintenance and reliability[J].IMA Journal of Management Mathematics.2015,3(16):1-23.
[26]Jiang X H,Duan F H,Tian H,et al.Optimization of reliability centered predictive maintenance scheme for inertial navigation system[J].Reliability Engineering and System Safety,2015,140:208-217.
[27]You M Y,Li H G,Meng G.Control-limit preventive maintenance policies for components subject to imperfect preventive maintenance and variable operational conditions[J].Reliability Engineering and System Safety,2011,96:590-598.
[28]Shi H,Zeng J C.Real-time prediction of remaining useful life and preventive opportunistic maintenance strategy for multicomponent systems considering stochastic dependence[J].Computers&Industrial Engineering,2016,93:192-204.
[29]Azadeh A,Asadzadeh S M,Salehi N,et al.Condition-based maintenance effectiveness for series-parallel power generation system-A combined Markovian simulation model[J].Reliability Engineering and System Safety,2015,142:357-368.
[30]VanHorenbeek A,Pintelon L.A dynamic predictive maintenance policy for complex multi-component systems[J].Reliability Engineering and System Safety,2013,120:39-50.
[31]Ferreira R J P,Almeida A T,Cavalcante C A V.A multicriteria decision model to determine inspection intervals of condition monitoring based on delay time analysis[J].Reliability Engineering and System Safety,2009,94:905-912.
[32]Liu Q M,Dong M,Lv W Y,et al.A novel method using adaptive hidden semi-Markov model for multi-sensor monitoring equipment health prognosis[J].Mechanical Systems and Signal Processing,2015,64-65:217-232.
[33]Hu Y,Baraldi P,DiMaio F.A particle filtering and kernel smoothing-based approach for new design component prognostics[J].Reliability Engineering and System Safety,2015,134:19-31.
[34]Si X S,Wang W B,Hu C H.A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation[J].Mechanical Systems and Signal Processing,2013,35:219-237.
[35]Yu J B.Machine health prognostics using the Bayesian-inference-based probabilistic indication and high-order particle filtering framework[J].Journal of Sound and Vibration,2015,358:97-110.
[36]Corbetta M,Sbarufatti C,Manes A,et al.Real-time prognosis of random loaded structures via Bayesian filtering:A preliminary discussion[J].Reliability Engineering and System Safety,2015,145:143-160.
[37]Sameer Al-Dahidi,FrancescoDiMaio,PieroBaraldi.Remaining useful life estimation inheterogeneous fleets working under variable operating conditions[J].Reliability Engineering and System Safety,2016,156:109-124.
[38]徐宗昌,张永强,呼凯凯,等.备件携行量研究方法综述[J].航空学报,2016,37(9):2623-2633.
[39]张永强.舰船装备维修时机与备件携行量联合优化方法研究[D].北京:装甲兵工程学院,2016.
[40]葛恩顺,李庆民,张光宇,等.考虑不完全维修的劣化系统最优视情维修策略[J].航空学报,2013,34(2):316-324.
[41]石慧,曾建潮.考虑非完美维修的实时剩余寿命预测及维修决策模型[J].计算机集成制造系统,2014,20(9):2259-2266.
[42]狄鹏,黎放,陈童.N型更换策略下多状态可修系统可靠性规律研究[J].系统工程与电子技术,2014,36(3):603-607.
[43]葛恩顺,李庆民,黄傲林,等.不完全维修下的单部件系统视情维修及更换策略[J].系统工程与电子技术,2012,34(12):2509-2513.
[44]韩小孩.基于任务成功性的装备维修决策方法研究[D].北京:装甲兵工程学院,2016.
[45]沈军,张耀辉,王少华.任务成功性优先的多属性维修决策研究[J].装甲兵工程学院学报,2011,25(5):10-14.
[46]Thomas L.A survey of maintenance and replacement models for maintainability and reliability of multi-item systems[J].Reliability Engineering,1986,16(4):297-309.
[47]卞浩辉,郭霖瀚,康锐,.虚警影响下的备件库存优化[J].北京航空航天大学学报,2014,40(3):413-416.
[48]Li Q,Clifford G D.Signal quality and data fusion for false alarm reduction in the intensive care unit[J].Journal of Electrocardiology,2012,45(6):596-603.