Dynamic signatures and their use in comparing the reliability of new and used systems

Abstract

Abstract:The signature of a system with independent and identically distributed (i.i.d.) component lifetimes is a vector whose ith element is the probability that the ith component failure is fatal to the system. System signatures have been found to be quite useful tools in the study and comparison of engineered systems. In this article, the theory of system signatures is extended to versions of signatures applicable in dynamic reliability settings. It is shown that, when a working used system is inspected at time t and it is noted that precisely k failures have occurred, the vector s ∈ [0, 1] n−k whose j th element is the probability that the (k + j)th component failure is fatal to the system, for j = 1, 2, . . . , n − k, is a distribution-free measure of the design of the residual system. Next, known representation and preservation theorems for system signatures are generalized to dynamic versions. Two additional applications of dynamic signatures are studied in detail. The well-known "new better than used" (NBU) property of aging systems is extended to a uniform (UNBU) version, which compares systems when new and when used, conditional on the known number of failures. Sufficient conditions are given for a system to have the UNBU property. The application of dynamic signatures to the engineering practice of "burn-in" is also treated. Specifically, we consider the comparison of new systems with working used systems burned-in to a given ordered component failure time. In a reliability economics framework, we illustrate how one might compare a new system to one successfully burned-in to the kth component failure, and we identify circumstances in which burn-in is inferior (or is superior) to the fielding of a new system.

The Joint Signature of Coherent Systems with Shared Components

“…28-32]). Similar representations for the residual lifetime (T − t | T > t) of T can be seen in [4] and [9]. Navarro et al [6] proved that this representation can be extended to systems with exchangeable components.…”

Mixture Representations of Inactivity Times of Conditional Coherent Systems and their Applications

“…or exchangeable dependent components, especially k-outof-n systems. For instance, see [1], [8], [9], [10], [12], [13], [15], [21], [22], [24], [26], [27], and [28].…”

“…, x n ). Recently, Navarro et al [17] (see also [24]) obtained several mixture representations of the reliability function of a residual lifetime of used coherent systems under some conditions in terms of the reliability functions of residual lifetimes of order statistics.…”

The Residual Lifetime of Surviving Components From Failed Coherent Systems

“…Asadi [4], Samaniego, Balakrishnan and Navarro [26], and Mahmoudi and Asadi [15]. The third equality holds because the events {T = X i,n } and {A r (t 1 ), X i,n = t 2 }, {T = X i,n } and {X k,n − t 2 , A r (t 1 ), X i,n = t 2 } are independent, respectively.…”