Analysis of performance-depleting maintenance on degraded control systems

Huadong Mo; Min Xie; Linbo Wang; Yihai He

doi:10.1109/ICRSE.2015.7366516

Analysis of performance-depleting maintenance on degraded control systems

Huadong Mo
, Min Xie
, Linbo Wang
, Yihai He

Department of Management

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Abstract

The control systems have been widely implemented in many realistic applications. Maintenance activities play an important role in ensuring that the system works properly when considering the degraded components. Traditional maintenance model cannot be directly applied to degraded control systems due to the dynamic properties and the feed-back mechanism. In this paper, a time-varying model is proposed to capture the features of degraded components and inner control system. The degradation of component takes into account the unit-to-unit variability. The condition-based maintenance is determined by the real-time performance of degraded control system which is evaluated at inspection times. Monte Carlo Simulation method is introduced to estimate the parameters of the maintenance model and long run cost rate is obtained. A case study on the simulated heat remove system of chemical plant is presented to illustrate the correctness and effectiveness of the entire framework.

Original language	English
Title of host publication	Proceedings of 2015 the 1st International Conference on Reliability Systems Engineering, ICRSE 2015
Publisher	IEEE
ISBN (Print)	9781467385565
DOIs	https://doi.org/10.1109/ICRSE.2015.7366516
Publication status	Published - 24 Dec 2015
Event	1st International Conference on Reliability Systems Engineering, ICRSE 2015 - Beijing, China Duration: 21 Oct 2015 → 23 Oct 2015

Conference

Conference	1st International Conference on Reliability Systems Engineering, ICRSE 2015
Place	China
City	Beijing
Period	21/10/15 → 23/10/15

Research Keywords

condition-based maintenance
control system
degraded components

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10.1109/ICRSE.2015.7366516

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@inproceedings{14b9eab88d3d4345bbb0529808d7f626,

title = "Analysis of performance-depleting maintenance on degraded control systems",

abstract = "The control systems have been widely implemented in many realistic applications. Maintenance activities play an important role in ensuring that the system works properly when considering the degraded components. Traditional maintenance model cannot be directly applied to degraded control systems due to the dynamic properties and the feed-back mechanism. In this paper, a time-varying model is proposed to capture the features of degraded components and inner control system. The degradation of component takes into account the unit-to-unit variability. The condition-based maintenance is determined by the real-time performance of degraded control system which is evaluated at inspection times. Monte Carlo Simulation method is introduced to estimate the parameters of the maintenance model and long run cost rate is obtained. A case study on the simulated heat remove system of chemical plant is presented to illustrate the correctness and effectiveness of the entire framework.",

keywords = "condition-based maintenance, control system, degraded components",

author = "Huadong Mo and Min Xie and Linbo Wang and Yihai He",

year = "2015",

month = dec,

day = "24",

doi = "10.1109/ICRSE.2015.7366516",

language = "English",

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booktitle = "Proceedings of 2015 the 1st International Conference on Reliability Systems Engineering, ICRSE 2015",

publisher = "IEEE",

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note = "1st International Conference on Reliability Systems Engineering, ICRSE 2015 ; Conference date: 21-10-2015 Through 23-10-2015",

}

Mo, H, Xie, M, Wang, L & He, Y 2015, Analysis of performance-depleting maintenance on degraded control systems. in Proceedings of 2015 the 1st International Conference on Reliability Systems Engineering, ICRSE 2015., 7366516, IEEE, 1st International Conference on Reliability Systems Engineering, ICRSE 2015, Beijing, China, 21/10/15. https://doi.org/10.1109/ICRSE.2015.7366516

Analysis of performance-depleting maintenance on degraded control systems. / Mo, Huadong; Xie, Min; Wang, Linbo et al.
Proceedings of 2015 the 1st International Conference on Reliability Systems Engineering, ICRSE 2015. IEEE, 2015. 7366516.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Analysis of performance-depleting maintenance on degraded control systems

AU - Mo, Huadong

AU - Xie, Min

AU - Wang, Linbo

AU - He, Yihai

PY - 2015/12/24

Y1 - 2015/12/24

N2 - The control systems have been widely implemented in many realistic applications. Maintenance activities play an important role in ensuring that the system works properly when considering the degraded components. Traditional maintenance model cannot be directly applied to degraded control systems due to the dynamic properties and the feed-back mechanism. In this paper, a time-varying model is proposed to capture the features of degraded components and inner control system. The degradation of component takes into account the unit-to-unit variability. The condition-based maintenance is determined by the real-time performance of degraded control system which is evaluated at inspection times. Monte Carlo Simulation method is introduced to estimate the parameters of the maintenance model and long run cost rate is obtained. A case study on the simulated heat remove system of chemical plant is presented to illustrate the correctness and effectiveness of the entire framework.

AB - The control systems have been widely implemented in many realistic applications. Maintenance activities play an important role in ensuring that the system works properly when considering the degraded components. Traditional maintenance model cannot be directly applied to degraded control systems due to the dynamic properties and the feed-back mechanism. In this paper, a time-varying model is proposed to capture the features of degraded components and inner control system. The degradation of component takes into account the unit-to-unit variability. The condition-based maintenance is determined by the real-time performance of degraded control system which is evaluated at inspection times. Monte Carlo Simulation method is introduced to estimate the parameters of the maintenance model and long run cost rate is obtained. A case study on the simulated heat remove system of chemical plant is presented to illustrate the correctness and effectiveness of the entire framework.

KW - condition-based maintenance

KW - control system

KW - degraded components

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U2 - 10.1109/ICRSE.2015.7366516

DO - 10.1109/ICRSE.2015.7366516

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9781467385565

BT - Proceedings of 2015 the 1st International Conference on Reliability Systems Engineering, ICRSE 2015

PB - IEEE

T2 - 1st International Conference on Reliability Systems Engineering, ICRSE 2015

Y2 - 21 October 2015 through 23 October 2015

ER -

Analysis of performance-depleting maintenance on degraded control systems

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Research Keywords

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