Analysis of maintenance models’ parameters estimation for technical systems with delay time

In the article authors are interested in BIP performance for three-element system (“k-out-of-n” reliability structure), the maintenance policy which is one of most commonly used in practice. The BIP may be implemented in technical systems when some information about reliability characteristics is known. The basic reliability parameters that have to be specified in such systems are: an estimation of system components’ time to failure and some delay time characteristics. In order to determine the effects of possible errors and to specify sufficient accuracy of the estimation, the analysis of system costs was done for various values of the expected delay time, assuming three different probability distributions of the delay time (Weibull, Uniform, and Normal). The modelling process was based on the use of GNU Octave software. Test analysis of delay time parameter, assuming different types of probability distributions is the base to conclude: if the form of the distribution has any meaning for economic results of the system, and what kind of consequences may result from improper mean delay time estimation E(h).

[1]  Lv Wen-yuan,et al.  Modelling Preventive Maintenance of Production Plant Given Estimated PM Data and Actual Failure Times , 2006, 2006 International Conference on Management Science and Engineering.

[2]  W. Wang,et al.  An empirical Bayesian based approach to delay time inspection model parameters estimation using both subjective and objective data , 2007, Qual. Reliab. Eng. Int..

[3]  A. H. Christer,et al.  Review of delay-time OR modelling of engineering aspects of maintenance , 1994 .

[4]  A. H. Christer,et al.  A delay-time-based maintenance model of a multi-component system , 1995 .

[5]  Sylwia Werbińska-Wojciechowska Logistics Systems Maintenance Modelling Problems - the Use of TDA Approach , 2012 .

[6]  Wenbin Wang,et al.  Subjective estimation of the delay time distribution in maintenance modelling , 1997 .

[7]  A. H. Christer,et al.  Problem identification in maintenance modelling: a case study , 2008 .

[8]  Hj Alzubaidi Maintenance modelling of a major hospital complex. , 1993 .

[9]  A. H. Christer,et al.  Revising models of maintenance and inspection , 1992 .

[10]  S Werbiska-Wojciechowska,et al.  Developments of time dependencies modelling concepts , 2011 .

[11]  A. H. Christer Delay-Time Model of Reliability of Equipment Subject to Inspection Monitoring , 1987 .

[12]  Wenbin Wang,et al.  An overview of the recent advances in delay-time-based maintenance modelling , 2012, Reliab. Eng. Syst. Saf..

[13]  Wenbin Wang,et al.  A case study of modelling preventive maintenance of a production plant using subjective data , 1998, J. Oper. Res. Soc..

[14]  Rose Baker,et al.  Estimating the delay-time distribution of faults in repairable machinery from failure data , 1991 .

[15]  A. H. Christer,et al.  Developments in delay time analysis for modelling plant maintenance , 1999, J. Oper. Res. Soc..

[16]  A. H. Christer,et al.  A data deficiency based parameter estimating problem and case study in delay time PM modeling , 2000 .

[17]  A. H. Christer,et al.  A Review of Delay Time Analysis for Modelling Plant Maintenance , 2002 .

[18]  Km Choi Semi-Markov and delay time models of maintenance , 1997 .

[19]  A. H. Christer,et al.  Modelling maintenance practice of production plant using the delay-time concept , 1995 .

[20]  A. H. Christer,et al.  Delay Time Models of Industrial Inspection Maintenance Problems , 1984 .

[21]  A H Christer Modelling Inspection Policies for Building Maintenance , 1982, The Journal of the Operational Research Society.

[22]  A. H. Christer,et al.  An Operational Research Approach to Planned Maintenance: Modelling P.M. for a Vehicle Fleet , 1984 .

[23]  Rose Baker,et al.  Developing and Testing the Delay-Time Model , 1993 .

[24]  A. H. Christer,et al.  Reducing Production Downtime Using Delay-Time Analysis , 1984 .

[25]  Df Redmond,et al.  Delay time analysis in maintenance , 1997 .

[26]  A. H. Christer,et al.  An Operational Research Approach to Breakdown Maintenance: Problem Recognition , 1983 .

[27]  C Lee Applications of delay time theory to maintenance practice of complex plant , 1999 .

[28]  A. H. Christer,et al.  A Recent Mathematical Development in Maintenance Theory , 1989 .

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

[30]  A. H. Christer,et al.  Modelling in the absence of data: a case study of fleet maintenance in a developing country , 2001, J. Oper. Res. Soc..