Extended Optimal Replacement Policy for a Two-Unit System With Shock Damage Interaction

• Published in: IEEE transactions on reliability Vol. 64; no. 3; pp. 998 - 1014
• Main Authors: Shey-Huei Sheu, Tzu-Hsin Liu, Zhang, Zhe George, Yu-Hung Chien
• Format: Journal Article
• Language: English
• Published: IEEE 01.09.2015
• Subjects: Cumulative damage model; Distribution functions; Electric shock; Informatics; Maintenance engineering; Numerical models; Optimization; Probability density function; replacement policy; shock model
• ISSN: 0018-9529; 1558-1721
• DOI: 10.1109/TR.2015.2427231

In this paper, we consider a system consisting of two major units, A and B, each subject to two types of shocks that occur according to a non-homogeneous Poisson process. A type II shock causes a complete system failure which is corrected by a replacement; and a type I shock causes a unit A minor failure, which is rectified by a minimal repair. The shock type probability is age-dependent. Each unit A minor failure results in a random amount of damage to unit B. Such a damage to unit B can be accumulated to a specified level of the complete system failure. Moreover, unit B with a cumulative damage of level z may become minor failed with probability π(z) at each unit A minor failure, and fixed by a minimal repair. We consider a more general replacement policy where the system is replaced at age T, or the Nth type I shock, or first type II shock, or when the total damage to unit B exceeds a specified level, whichever occurs first. We determine the optimal policy of T * and N * to minimize the s-expected cost per unit time. We present some numerical examples, and show that our model is the generalization of many previous maintenance models in the literature.