面向任务保障的多组件系统效益优化策略

doi:10.12005/orms.2022.0313

运筹与管理 ›› 2022, Vol. 31 ›› Issue (10): 12-18.DOI: 10.12005/orms.2022.0313

面向任务保障的多组件系统效益优化策略

王成¹, 许建新², 尚利俊³

1.西安航空学院机械工程学院,陕西西安 710077;
2.西北工业大学机电学院,陕西西安 710072;
3.佛山科学技术学院经济管理学院,广东佛山 528225

收稿日期:2020-12-19 出版日期:2022-10-25 发布日期:2022-11-14
作者简介:王成(1984-),男,陕西三原人,讲师,博士,研究方向:设备维修保障。
基金资助:
广东省基础与应用基础研究基金项目(2020A1515011360);西安航空学院校级科研基金项目(2021KY0214)

Yield Optimization Strategy of Multi-Component Systems for Mission Guarantee

WANG Cheng¹, XU Jian-xin², SHANG Li-jun³

1. School of Mechanical Engineering, Xi' an Aeronautical Institute, Xi' an 710077, China;
2. School of Mechanical Engineering, Northwestern Polytechnical University, Xi' an 710072, China;
3. Business School, Foshan University, Foshan 528225, China

Received:2020-12-19 Online:2022-10-25 Published:2022-11-14

摘要/Abstract

摘要： 为了保障系统在执行任务期间高可靠、高效益的运行,从系统效益的角度出发,构建了系统可靠性模型,采用边际效应思想构建了效益重要度,提出了一种面向任务保障的多组件系统效益优化策略。当系统可靠度下降到设定阈值时,计算系统各组件的效益重要度,选择效益重要度最大的组件进行备件分配,如此进行迭代,直到完成任务保障,形成最优的备件分配序列。通过该策略实现了以运行效益最优为目标,以系统可靠度和任务保障时长为约束的备件分配序列。最后,通过数值仿真验证了该策略的可行性。

关键词: 多组件系统, 任务保障, 效益重要度, 边际效应

Abstract: In order to guarantee the system to run high reliability and yield during the execution of the mission, a system reliability model is constructed from the perspective of system yield, and the yield importance is defined by using the idea of marginal utility. A yield optimization strategy of multi-component systems for mission guarantee is proposed. When the system reliability drops to a preset threshold, we calculate the yield importance of each component, select the component with the highest yield importance to allocate the spare, and then iterate until the mission guarantee is completed to form an optimal sequence of spare allocation. Through proposed strategy, the sequence of spares is allocated with the objective of optimal operation yield and the constraints of system reliability and mission guarantee time. Finally, a number example is presented to verify the feasibility of the proposed method.

Key words: multi-component system, mission guarantee, yield importance, marginal utility

中图分类号:

TB114.3

王成, 许建新, 尚利俊. 面向任务保障的多组件系统效益优化策略[J]. 运筹与管理, 2022, 31(10): 12-18.

WANG Cheng, XU Jian-xin, SHANG Li-jun. Yield Optimization Strategy of Multi-Component Systems for Mission Guarantee[J]. Operations Research and Management Science, 2022, 31(10): 12-18.

参考文献

[1] 宋征宇.考虑成本效率的航天运输系统研制[J].航天控制,2015,33(6):3-12.
[2] 杜海东,曹军海,吴纬,等.基于仿真的复杂系统可靠性冗余分配优化设计[J].系统仿真学报,2016,28(3):648-653.
[3] 赵敏,傅质馨,袁越,等.基于无线传感网络的风电机组状态监测系统可靠性分析[J].电力系统及其自动化学报,2016,28(3):35-41.
[4] 诸震亚,邵方明.基于可靠性在结构健康监测系统中的备份点布控研究[J].现代电子技术,2019,42(4):148-152.
[5] 李亘,毛如香,刘亚宁,等.全自动无人驾驶地铁车辆关键部件冗余设计优化方案[J].电力机车与城轨车辆,2019,42(1):63-65,70.
[6] Levitin G, Finkelstein M, Li Y F. Balancing mission success probability and risk of system loss by allocating redundancy in systems operating with a rescue option[J]. Reliability Engineering & System Safety, 2020, 195: 106694.
[7] Si S, Zhao J, Cai Z, et al. Recent advances in system reliability optimization driven by importance measures[J]. Frontiers of Engineering Management, 2020, 7(3): 335-358.
[8] Birnbaum Z W. On the importance of different components in a multicomponent system: In multivariate analysis[M]. San Diego: Academic Press, 1969.
[9] Wang C, Xu J, Wang H, et al. A criticality importance-based spare ordering policy of multi-component degraded systems[J]. Eksploatacja I Niezawodnosc-Maintenance and Reliability, 2018, 20(4): 662-670.
[10] Si S, Dui H, Zhao X, et al. Integrated importance measure of component states based on the loss of the performance[J]. IEEE Transactions on Reliability, 2012, 61(1): 192-202.
[11] Du Y, Si S, Jin T. Reliability Importance measures for network based on failure counting process[J]. IEEE Transactions on Reliability, 2019, 68(1): 267-279.
[12] Lyu D, Si S. Dynamic importance measure for the K-out-of-n: g system under repeated random load[J]. Reliability Engineering & System Safety, 2020, 195: 106720.
[13] Dui H, Zheng X, Wu S. Resilience analysis of maritime transportation systems based on importance measures[J]. Reliability Engineering & System Safety, 2021, 209: 107461.
[14] Liu B, Liang Z, Parlikad A K, et al. Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model[J]. Reliability Engineering & System Safety, 2017, 168: 200-209.

面向任务保障的多组件系统效益优化策略

Yield Optimization Strategy of Multi-Component Systems for Mission Guarantee

PDF

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 2

编辑推荐

Metrics

[1]	吴志樵, 牛宇超, 康亚玲, 唐加福. 考虑水资源税下的电厂与电网之间双重边际效应模型[J]. 运筹与管理, 2022, 31(1): 142-148.
[2]	郭强, 蒋里强, 高建军, 肖霞. 基于边际效应分析的防空武器系统可靠性优化研究[J]. 运筹与管理, 2013, 22(4): 106-110.