System Maintenance Using Several Imperfect Repairs Before a Perfect Repair

  • Haixia Smithson Indiana University Purdue University Indianapolis
  • Jyotirmoy Sarkar Indiana University-Purdue University-Indianapolis
Keywords: Optimality; Reliability; Stochastic processes; Limiting availability; Limiting average cost per unit time

Abstract

Allowing several imperfect repairs before a perfect repair can lead to a highly reliable and efficient system by reducing repair time and repair cost. Assuming exponential lifetime and exponential repair time, we determine the optimal probability $p$ of choosing a perfect repair over an imperfect repair after each failure. Based on either the limiting availability or the limiting average repair cost per unit time, we determine the optimal number of imperfect repairs before conducting a perfect repair.

Author Biography

Haixia Smithson, Indiana University Purdue University Indianapolis
I currently work as a mathematical statistician at US Food and Drug Administration. Before this, I was a Phd Student in department of Mathematical Science, Indiana University-Purdue University-Indianapolis when this paper was formed.  My research interests are probability theory, operational research and big data analysis. 

References

F. Badie and M. Berrade, Optimum maintenance policy of a periodically inspected system under imperfect repair, Advances in Operations Research, vol. 2009, Article ID 691203, 2009.

F. Beichelt, A generalized block-replacement policy, IEEE Transactions on Reliability, vol. 30, pp. 171-173, 1981.

M. C. Bhattacharjee, New results for the Brown-Proschan model of imperfect repair, Journal of Statistical Planning and Inference, vol. 16, pp. 305–316, 1987.

A. Biswas, J. Sarkar and S. Sarkar, Availability of a periodically inspected system maintained under an imperfect repair policy, IEEE Transactions on Reliability, vol. 52, pp. 311–318, 2009.

H. W. Block, W. S. Borges and T. H. Savits, Age dependent minimal repair, Journal of Applied Probability, vol. 22, pp. 370–385,1985.

F. Beichelt and K. Fischer, General failure model applied to preventive maintenance policies, IEEE Transactions on Reliability, vol.29, pp. 39-41, 1980.

M. Brown and F. Proschan, Imperfect repair, Journal of Applied Probability, vol. 20, pp. 851–859, 1983.

R. A. Fontenot and F. Proschan, Some imperfect maintenance models, In: Abdel-Hameed, M.S., Cinlar, E. and Quinn, J. (Eds.), Reliability Theory and Models. Academic Press: Orlando, FL, 1984.

M. Kijima, T. Nakagawa, Accumulative damage shock model with imperfect preventive maintenance, Naval Research Logistics, vol. 38, pp. 145-156, 1991.

M. Kijima, T. Nakagawa, Replacement policies of a shock model with imperfect preventive maintenance, European Journal of Operation Research, vol. 57, no. 1, pp. 100-110, 1992.

S. Lyer, Availability results for imperfect repair, Sankhya, the Indian Journal of Statistics, vol. 54, no. 2, pp. 249-259, 1992.

J. H. Lim, K. L. Lu and D. H. Park, Bayesian imperfect repair model, Communications in Statistics-Theory and Methods, vol. 27, no. 4, pp. 965-984, 1998.

M. D. Le and C. M. Tan, Optimal maintenance strategy of deteriorating system under imperfect maintenance and inspection using mixed inspection scheduling, Reliability Engineering & System Safety, vol. 113, pp. 21-29, 2013.

V. Maki and A.K. Jardine, Optimal replacement policy for a general model with imperfect repair, Journal of the Operational Research Society, vol. 43, pp. 111-120, 1992.

M. Modarres, M. P. Kaminskiy, V. Krivtsov, Reliability Engineering and Risk Analysis: A Practical Guide, Third Edition, CRC Press, 2016.

M. A. K. Malik, Reliable preventive maintenance policy, AIIE Transactions, vol. 11, no. 3, pp. 221-228, 1979.

T. Nakagawa, Imperfect preventive-maintenance, IEEE Transactions on Reliability, vol. 28, pp. 402-402, 1979.

T. Nakagawa and K. Yasui, Optimal policies for a system with imperfect maintenance, IEEE Transactions on Reliability, Vol. 36, no. 5, pp. 631–633, 1987.

H. Pham and H. Wang, Imperfect maintenance, European Journal of Operation Reseach, vol. 94, no. 3, pp. 425-438, 1996.

P. A. P. Ramirez, I. B. Utne, Decision support for life extension of technical systems through virtual age modeling, Reliability Engineering and System Safety, vol. 115(C), pp. 5569, 2013.

A. Sanchez, S. Carlos, S. Martorell, J. F. Villanueva, Addressing imperfect maintenance modelling uncertainty in unavailability and cost based optimization, Reliability Engineering & System Safety, vol. 94, pp. 22-32, 2009.

M. Shaked, J. G. Shanthikumar, Multivariate imperfect repair, Operational Research, vol. 34, pp. 437-448, 1986.

A. Sharma, G. S. Yadava, S. G. Deshmukh, A literature review and future perspectives on maintenance optimization, Journal of Quality in Maintenance Engineering, vol. 15, pp. 5-25, 2011.

M. Vasili, T. S. Hong, N. Ismail, M. Vasili, Maintenance optimization models: A review and analysis, Proceedings of the 2011 International Conference on Industrial Engineering and Operations Management, pp. 1131-1138, 2011.

H. Wang, A survey of maintenance policies of deteriorating systems, European Journal of Operational Research, vol. 139, pp. 469-489, 2002.

H. Wang and H. Pham, Some maintenance models and availability with imperfect maintenance in production systems, Annals of Operation Research, vol. 91, pp. 305–318, 1999.

Published
2021-01-22
How to Cite
Smithson, H., & Sarkar, J. (2021). System Maintenance Using Several Imperfect Repairs Before a Perfect Repair . Statistics, Optimization & Information Computing, 9(1), 176-188. https://doi.org/10.19139/soic-2310-5070-861
Section
Research Articles