On multi-state system with interval-valued states under preventive maintenance and minimal repairs

In this paper, we develop and investigate a model for the reliability and availability of multi-state degraded system with the system states represented as interval-valued numbers. That is, the system in a certain interval-valued state can provide arbitrary value of performance between the lower bound and the upper bound. The status of the system is considered to degrade with use and we consider the case of imperfect preventive maintenance and minimal repairs. Considering predetermined system demand, the system is modeled as a continuous-time Markov process. Based on the Markov model, the availability and the reliability of the multi-state degraded system can be evaluated by solving the corresponding Chapman-Kolmogorov equations. Finally, a numerical example of deployable antenna truss is given to illustrate the proposed model.

[1]  R. K. Gupta,et al.  A GA based penalty function technique for solving constrained redundancy allocation problem of series system with interval valued reliability of components , 2009, J. Comput. Appl. Math..

[2]  Eldon Hansen,et al.  Global optimization using interval analysis , 1992, Pure and applied mathematics.

[3]  Mohammad Modarres,et al.  The Robust Deviation Redundancy Allocation Problem With Interval Component Reliabilities , 2012, IEEE Transactions on Reliability.

[4]  Harish Garg,et al.  Intuitionistic fuzzy optimization technique for solving multi-objective reliability optimization problems in interval environment , 2014, Expert Syst. Appl..

[5]  Asoke Kumar Bhunia,et al.  A study of interval metric and its application in multi-objective optimization with interval objectives , 2014, Comput. Ind. Eng..

[6]  Shey-Huei Sheu,et al.  Extended Optimal Replacement Policy for a Two-Unit System With Shock Damage Interaction , 2015, IEEE Transactions on Reliability.

[7]  Qing Lin,et al.  Investigation on design and reliability analysis of a new deployable and lockable mechanism , 2012 .

[8]  Min Xie,et al.  Degradation-based maintenance decision using stochastic filtering for systems under imperfect maintenance , 2015, Eur. J. Oper. Res..

[9]  Gregory Levitin,et al.  Multi-State System Reliability - Assessment, Optimization and Applications , 2003, Series on Quality, Reliability and Engineering Statistics.

[10]  Chin-Chih Chang,et al.  Optimum preventive maintenance policies for systems subject to random working times, replacement, and minimal repair , 2014, Comput. Ind. Eng..

[11]  Yen-Luan Chen,et al.  A bivariate optimal imperfect preventive maintenance policy for a used system with two-type shocks , 2012, Comput. Ind. Eng..

[12]  Qingwei Chen,et al.  Multi-objective reliability redundancy allocation in an interval environment using particle swarm optimization , 2016, Reliab. Eng. Syst. Saf..

[13]  Hui Xiao,et al.  Optimal allocation and maintenance of multi-state elements in series-parallel systems with common bus performance sharing , 2014, Comput. Ind. Eng..

[14]  Kash Barker,et al.  Interval-valued availability framework for supplier selection based on component importance , 2015 .

[15]  Hongzhou Wang,et al.  A survey of maintenance policies of deteriorating systems , 2002, Eur. J. Oper. Res..

[16]  Benoît Iung,et al.  A proactive condition-based maintenance strategy with both perfect and imperfect maintenance actions , 2015, Reliab. Eng. Syst. Saf..

[17]  K. Ichida Constrained optimization using interval analysis , 1996 .

[18]  Toshio Nakagawa,et al.  Maintenance and Optimum Policy , 2003 .

[19]  Yan Xu,et al.  Structure–electronic synthesis design of deployable truss antenna , 2013 .

[20]  Gregory Levitin,et al.  Optimization of imperfect preventive maintenance for multi-state systems , 2000, Reliab. Eng. Syst. Saf..

[21]  Bo Henry Lindqvist,et al.  Extending minimal repair models for repairable systems: A comparison of dynamic and heterogeneous extensions of a nonhomogeneous Poisson process , 2015, Reliab. Eng. Syst. Saf..

[22]  Shahrul Kamaruddin,et al.  An overview of time-based and condition-based maintenance in industrial application , 2012, Comput. Ind. Eng..

[23]  Tuanjie Li,et al.  A controlled deployment method for flexible deployable space antennas , 2012 .

[24]  Xiaohui Chen,et al.  Joint optimization of production scheduling and machine group preventive maintenance , 2016, Reliab. Eng. Syst. Saf..

[25]  Terje Aven,et al.  A minimal repair replacement model with two types of failure and a safety constraint , 2008, Eur. J. Oper. Res..

[26]  Daoud Aït-Kadi,et al.  Performance evaluation of multi-state degraded systems with minimal repairs and imperfect preventive maintenance , 2010, Reliab. Eng. Syst. Saf..

[27]  Yuan-Shun Dai,et al.  Computing systems reliability - models and analysis , 2004 .

[28]  Wei Wang,et al.  A study of linear multi-state systems with interval-valued states , 2015 .

[29]  Dilip Roy,et al.  Reliability stochastic optimization for a series system with interval component reliability via genetic algorithm , 2010, Appl. Math. Comput..

[30]  Xun Chen,et al.  Interval-Valued Reliability Analysis of Multi-State Systems , 2011, IEEE Transactions on Reliability.

[31]  Shey-Huei Sheu,et al.  Optimal preventive maintenance and repair policies for multi-state systems , 2015, Reliab. Eng. Syst. Saf..

[32]  Asoke Kumar Bhunia,et al.  Genetic algorithm based multi-objective reliability optimization in interval environment , 2012, Comput. Ind. Eng..

[33]  G. S. Mahapatra,et al.  Entropy based region reducing genetic algorithm for reliability redundancy allocation in interval environment , 2014, Expert Syst. Appl..

[34]  Hong-Zhong Huang,et al.  Analysis of maintenance policies for finite life-cycle multi-state systems , 2010, Comput. Ind. Eng..