可靠性工程
可靠性(半导体)
负载分担
蒙特卡罗方法
指数分布
计算
预防性维护
电力系统
指数函数
功率(物理)
计算机科学
控制理论(社会学)
工程类
数学优化
数学
分布式计算
统计
数学分析
物理
控制(管理)
算法
量子力学
人工智能
作者
Alfonsus Julanto Endharta,Young Myoung Ko
标识
DOI:10.1109/tr.2020.2969236
摘要
This article proposes a system design optimization for a circular k-out-of-n: G balanced system with equal load-sharing units. The system consists of n identical units whose failure times are assumed to follow an exponential distribution, and it is subject to an equally shared load among the working units. The load-sharing relationship between the amount of load and the failure rates of the working units is assumed to follow a power rule. If the system is not balanced, it can be balanced by forcing some operating units into standby or returning the standby units into operation. We arrange the system failure paths and use them in the exact reliability evaluation for systems with a small number of units (rotors). Due to the longer computation time, we use a Monte Carlo simulation to approximate the reliability of systems with a large number of units (rotors). We apply two maintenance policies, corrective maintenance, and condition-based preventive maintenance, to understand the effects of system balance conditions, load-sharing rule parameters, system configuration k, and various cost parameters on the optimal maintenance settings, using numerical examples.
科研通智能强力驱动
Strongly Powered by AbleSci AI