TY - JOUR
T1 - Reliability analysis of multi-state series systems with k-out-of-n
T2 - G subsystems considering performance sharing
AU - Su, Peng
AU - Zang, Guangjun
AU - Zhao, Gongmin
AU - Qiu, Qingan
N1 - Publisher Copyright:
© Operational Research Society 2024.
PY - 2024
Y1 - 2024
N2 - Motivated by real-world engineering systems, this paper presents an in-depth exploration of a novel reliability model for a complex multi-state series system (MSSS) that incorporates a performance sharing mechanism. Specifically, the MSSS is composed of m distinct subsystems featuring a k-out-of-n: G structure. The ith subsystem consists of ni elements, such that a minimum of ki functioning elements is required for normal operation. Transmission devices (TDs) are present between adjacent subsystems to share surplus performance. Both element performance and subsystem demand are treated as random variables, and the performance of all elements in each subsystem is cumulated to meet its individual random demand. Subsystem failure can result from either an inability to meet performance demands or an insufficient number of functioning elements. The surplus performance of a subsystem can only be transferred to its adjacent subsystem via the TD. The entire MSSS will fail if at least one subsystem does not work properly by using performance sharing mechanism. To analyze the reliability indexes of the MSSS, a new algorithm based on the generalized universal generating function (GUGF) has been developed. Numerical examples are provided to illustrate the accuracy and effectiveness of the proposed model and method.
AB - Motivated by real-world engineering systems, this paper presents an in-depth exploration of a novel reliability model for a complex multi-state series system (MSSS) that incorporates a performance sharing mechanism. Specifically, the MSSS is composed of m distinct subsystems featuring a k-out-of-n: G structure. The ith subsystem consists of ni elements, such that a minimum of ki functioning elements is required for normal operation. Transmission devices (TDs) are present between adjacent subsystems to share surplus performance. Both element performance and subsystem demand are treated as random variables, and the performance of all elements in each subsystem is cumulated to meet its individual random demand. Subsystem failure can result from either an inability to meet performance demands or an insufficient number of functioning elements. The surplus performance of a subsystem can only be transferred to its adjacent subsystem via the TD. The entire MSSS will fail if at least one subsystem does not work properly by using performance sharing mechanism. To analyze the reliability indexes of the MSSS, a new algorithm based on the generalized universal generating function (GUGF) has been developed. Numerical examples are provided to illustrate the accuracy and effectiveness of the proposed model and method.
KW - Reliability
KW - generalized universal generating function
KW - multi-state series system
KW - performance sharing
KW - transmission device
UR - http://www.scopus.com/inward/record.url?scp=85185528283&partnerID=8YFLogxK
U2 - 10.1080/01605682.2024.2314246
DO - 10.1080/01605682.2024.2314246
M3 - Article
AN - SCOPUS:85185528283
SN - 0160-5682
VL - 75
SP - 2352
EP - 2364
JO - Journal of the Operational Research Society
JF - Journal of the Operational Research Society
IS - 12
ER -