TY - JOUR
T1 - Importance measure-based maintenance strategy optimization
T2 - Fundamentals, applications and future directions in AI and IoT
AU - DUI, Hongyan
AU - WU, Xinmin
AU - WU, Shaomin
AU - XIE, Min
PY - 2024/9
Y1 - 2024/9
N2 - Numerous maintenance strategies have been proposed in the literature related to reliability. This paper focuses on the utilization of reliability importance measures to optimize maintenance strategies. We analyze maintenance strategies based on importance measures and identify areas lacking sufficient research. The paper presents principles and formulas for advanced importance measures within the context of optimizing maintenance strategies. Additionally, it classifies methods of maintenance strategy optimization according to importance measures and outlines the roles of these measures in various maintenance strategies. Finally, it discusses potential challenges that optimization of maintenance strategies based on importance measures may encounter with future technologies. © Higher Education Press 2024.
AB - Numerous maintenance strategies have been proposed in the literature related to reliability. This paper focuses on the utilization of reliability importance measures to optimize maintenance strategies. We analyze maintenance strategies based on importance measures and identify areas lacking sufficient research. The paper presents principles and formulas for advanced importance measures within the context of optimizing maintenance strategies. Additionally, it classifies methods of maintenance strategy optimization according to importance measures and outlines the roles of these measures in various maintenance strategies. Finally, it discusses potential challenges that optimization of maintenance strategies based on importance measures may encounter with future technologies. © Higher Education Press 2024.
KW - importance measure
KW - maintenance cost
KW - maintenance strategy
KW - reliability
UR - http://www.scopus.com/inward/record.url?scp=85196875993&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85196875993&origin=recordpage
U2 - 10.1007/s42524-024-4003-0
DO - 10.1007/s42524-024-4003-0
M3 - RGC 21 - Publication in refereed journal
SN - 2095-7513
VL - 11
SP - 542
EP - 567
JO - Frontiers of Engineering Management
JF - Frontiers of Engineering Management
IS - 3
ER -