TY - GEN
T1 - System Group Maintenance Planning Based on Reliability and Availability Co-Optimization with Dynamic Information Updates
AU - Zhang, Runyu
AU - Zhou, Shihan
AU - Wang, Huasheng
AU - Ma, Xiaobing
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - With the advancement of multi-component system maintenance, group maintenance has become a critical approach to optimizing time, resources, and risk, widely applied across industries. Availability and reliability, as key indicators of system stability, are central to group maintenance strategies. However, existing methods often neglect the influence of real-time status updates on maintenance decisions. We propose a dynamic group maintenance planning method that optimizes both reliability and availability by integrating real-time system updates. The method combines preventive and opportunistic maintenance strategies into a dynamic framework. A two-level model is established, where component-level maintenance schedules are based on availability to determine the component proposed maintenance period, and system-level optimizes availability under reliability constraints, and iteratively updates the group maintenance plan based on real-time status information. A case study demonstrates the method's superior performance in improving system availability and reducing risks.
AB - With the advancement of multi-component system maintenance, group maintenance has become a critical approach to optimizing time, resources, and risk, widely applied across industries. Availability and reliability, as key indicators of system stability, are central to group maintenance strategies. However, existing methods often neglect the influence of real-time status updates on maintenance decisions. We propose a dynamic group maintenance planning method that optimizes both reliability and availability by integrating real-time system updates. The method combines preventive and opportunistic maintenance strategies into a dynamic framework. A two-level model is established, where component-level maintenance schedules are based on availability to determine the component proposed maintenance period, and system-level optimizes availability under reliability constraints, and iteratively updates the group maintenance plan based on real-time status information. A case study demonstrates the method's superior performance in improving system availability and reducing risks.
KW - group maintenance
KW - information update
KW - opportunistic maintenance
KW - risk management
KW - steady availability
UR - https://www.scopus.com/pages/publications/105032840350
U2 - 10.1109/SRSE67406.2025.11357333
DO - 10.1109/SRSE67406.2025.11357333
M3 - 会议稿件
AN - SCOPUS:105032840350
T3 - 2025 7th International Conference on System Reliability and Safety Engineering, SRSE 2025
SP - 489
EP - 496
BT - 2025 7th International Conference on System Reliability and Safety Engineering, SRSE 2025
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on System Reliability and Safety Engineering, SRSE 2025
Y2 - 20 November 2025 through 23 November 2025
ER -