Availability and maintenance modeling for systems subject to dependent hard and soft failures

This paper develops availability and maintenance models for single‐unit systems subject to dependent hard and soft failures. A hard failure stops the system immediately, whereas a soft failure only reduces the performance capacity of the system. Dependence between these 2 types of failures is reflected in the fact that each soft failure directly increases the hazard rate of the hard failure. On the basis of such interaction, we derive recursive equations for the system reliability and availability functions. To detect both types of failures, inspections are executed periodically. Furthermore, we investigate the optimal inspection policy via the minimization of the expected cost per unit time. The applicability of the developed availability and maintenance models is validated by a case study on an electrical distribution system.

[1]  Dragan Banjevic,et al.  Periodic inspection optimization model for a complex repairable system , 2010, Reliab. Eng. Syst. Saf..

[2]  Gregory Levitin,et al.  State probability of a series-parallel repairable system with two-types of failure states , 2006, Int. J. Syst. Sci..

[3]  Min Xie,et al.  Cost analysis for multi-component system with failure interaction under renewing free-replacement warranty , 2015, Eur. J. Oper. Res..

[4]  Maxim Finkelstein,et al.  On preventive maintenance of systems with lifetimes dependent on a random shock process , 2017, Reliab. Eng. Syst. Saf..

[5]  Hamid Reza Golmakani,et al.  Periodic inspection optimization model for a two-component repairable system with failure interaction , 2012, Comput. Ind. Eng..

[6]  Li Yang,et al.  A condition-based maintenance model for a three-state system subject to degradation and environmental shocks , 2017, Comput. Ind. Eng..

[7]  Shey-Huei Sheu,et al.  Optimal age and block replacement policies for a multi-component system with failure interaction , 2000, Int. J. Syst. Sci..

[8]  Mitra Fouladirad,et al.  Bayesian gamma processes for optimizing condition-based maintenance under uncertainty , 2015 .

[9]  Lirong Cui,et al.  Optimal maintenance policy considering maintenance errors for systems operating under performance-based contracts , 2017, Comput. Ind. Eng..

[10]  Xiaoxin Guo,et al.  Reliability and maintenance policies for a two-stage shock model with self-healing mechanism , 2018, Reliab. Eng. Syst. Saf..

[11]  Inmaculada Torres Castro A model of imperfect preventive maintenance with dependent failure modes , 2009, Eur. J. Oper. Res..

[12]  Sanjib Ganguly,et al.  Multi-objective planning of electrical distribution systems incorporating sectionalizing switches and tie-lines using particle swarm optimization , 2012, Swarm Evol. Comput..

[13]  Min-Tsai Lai,et al.  Optimal periodic replacement policy for a two-unit system with failure rate interaction , 2006 .

[14]  Olivier Gaudoin,et al.  Imperfect maintenance in a generalized competing risks framework , 2006, Journal of Applied Probability.

[15]  D. N. P. Murthy,et al.  Study of two‐component system with failure interaction , 1985 .

[16]  David W. Coit,et al.  Reliability Analysis for Multi-Component Systems Subject to Multiple Dependent Competing Failure Processes , 2014, IEEE Transactions on Reliability.

[17]  Jyotirmoy Sarkar,et al.  Availability of a periodically inspected system under perfect repair , 2000 .

[18]  Xiaoxin Guo,et al.  Analyzing the research subjects and hot topics of power system reliability through the Web of Science from 1991 to 2015 , 2018 .

[19]  Gianpaolo Pulcini,et al.  A condition-based maintenance policy for deteriorating units. An application to the cylinder liners of marine engine , 2015 .

[20]  Yu Zhao,et al.  Hybrid preventive maintenance of competing failures under random environment , 2018, Reliab. Eng. Syst. Saf..

[21]  Lirong Cui,et al.  Optimal allocation of units in sequential probability series systems , 2018, Reliab. Eng. Syst. Saf..

[22]  Roy Billinton,et al.  A reliability test system for educational purposes-basic distribution system data and results , 1991 .

[23]  Jie Mi,et al.  Bounding the optimal burn‐in time for a system with two types of failure , 2004 .

[24]  Lirong Cui,et al.  Availability of a periodically inspected system with random repair or replacement times , 2005 .

[25]  Rui Peng,et al.  A preventive maintenance policy based on dependent two-stage deterioration and external shocks , 2017, Reliab. Eng. Syst. Saf..

[26]  N. Balakrishnan,et al.  Mixture representation for the residual lifetime of a repairable system , 2017 .

[27]  Nan Chen,et al.  A Bayesian Approach to Condition Monitoring with Imperfect Inspections , 2015, Qual. Reliab. Eng. Int..

[28]  Christophe Bérenguer,et al.  On the inspection policy of a two-component parallel system with failure interaction , 2005, Reliab. Eng. Syst. Saf..

[29]  Lirong Cui,et al.  Availability and maintenance modelling for systems subject to multiple failure modes , 2017, Comput. Ind. Eng..

[30]  Daming Lin,et al.  Availability of a system subject to hidden failure inspected at constant intervals with non-negligible downtime due to inspection and downtime due to repair/replacement , 2013 .

[31]  S. C. Choube,et al.  Probabilistic reliability indices evaluation of electrical distribution system accounting outage due to overloading and repair time omission , 2011 .

[32]  Ji Hwan Cha,et al.  An information-based burn-in procedure for minimally repaired items from mixed population , 2016 .