An Interval Algorithm of Maintenance Windows Under Uncertain Parameters

doi:10.1007/s12204-015-1656-1

上海交通大学学报（英文版） ›› 2015, Vol. 20 ›› Issue (4): 495-499.doi: 10.1007/s12204-015-1656-1

An Interval Algorithm of Maintenance Windows Under Uncertain Parameters

WEN Liang1,2* (温亮), WU Su1 (吴甦), JIA Xi-sheng2 (贾希胜)

(1. Department of Industrial Engineering, Tsinghua University, Beijing 100084, China; 2. Department of Management Engineering, Mechanical Engineering College, Shijiazhuang 050003, China)

发布日期:2015-08-05
通讯作者: WEN Liang (温亮) E-mail:lwenmark@163.com

An Interval Algorithm of Maintenance Windows Under Uncertain Parameters

WEN Liang1,2* (温亮), WU Su1 (吴甦), JIA Xi-sheng2 (贾希胜)

(1. Department of Industrial Engineering, Tsinghua University, Beijing 100084, China; 2. Department of Management Engineering, Mechanical Engineering College, Shijiazhuang 050003, China)

Published:2015-08-05
Contact: WEN Liang (温亮) E-mail:lwenmark@163.com

摘要/Abstract

摘要： For improving the method of finding maintenance windows under uncertain parameters, an algorithm of maintenance window under uncertainties is presented using interval analysis and sensitivity analysis. Age replacement model is selected to demonstrate how to use this new algorithm. Considered the uncertainties, the optimal maintenance interval of preventive maintenance is not only a single value, but a possible range. The requirement from maintenance engineers is also considered, the maintenance window is made as a symmetrical interval format, like (100 ± 10) day. Comparing with the methods using in the literatures, the new algorithm is without requirement of distribution assumption of uncertain parameter values and computer simulation.

关键词: maintenance optimization, uncertainty, interval analysis, maintenance window

Abstract: For improving the method of finding maintenance windows under uncertain parameters, an algorithm of maintenance window under uncertainties is presented using interval analysis and sensitivity analysis. Age replacement model is selected to demonstrate how to use this new algorithm. Considered the uncertainties, the optimal maintenance interval of preventive maintenance is not only a single value, but a possible range. The requirement from maintenance engineers is also considered, the maintenance window is made as a symmetrical interval format, like (100 ± 10) day. Comparing with the methods using in the literatures, the new algorithm is without requirement of distribution assumption of uncertain parameter values and computer simulation.

Key words: maintenance optimization, uncertainty, interval analysis, maintenance window

中图分类号:

TB 114.3

WEN Liang1,2* (温亮), WU Su1 (吴甦), JIA Xi-sheng2 (贾希胜). An Interval Algorithm of Maintenance Windows Under Uncertain Parameters[J]. 上海交通大学学报（英文版）, 2015, 20(4): 495-499.

WEN Liang1,2* (温亮), WU Su1 (吴甦), JIA Xi-sheng2 (贾希胜). An Interval Algorithm of Maintenance Windows Under Uncertain Parameters[J]. Journal of shanghai Jiaotong University (Science), 2015, 20(4): 495-499.

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An Interval Algorithm of Maintenance Windows Under Uncertain Parameters

An Interval Algorithm of Maintenance Windows Under Uncertain Parameters

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