A framework for cost-effective and accurate maintenance combining CBM RCM and data fusion

Gang Niu; Michael Pecht

doi:10.1109/ICRMS.2009.5270119

A framework for cost-effective and accurate maintenance combining CBM RCM and data fusion

Gang Niu
, Michael Pecht

Department of Electrical Engineering

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

15 Citations (Scopus)

Abstract

Cost-effectiveness and accuracy are two basic criteria for good maintenance. Reducing maintenance costs can increase net profit, while accurate maintenance actions can sustain continuous and reliable operation of equipment. As instruments and information systems tend to become cheaper and more reliable, condition-based maintenance has become an important tool for running a plant or a factory. This paper presents a novel condition-based maintenance framework that uses reliabilitycentered maintenance to save money and employs the data fusion strategy for improving condition monitoring, health assessment, and prognostics. This framework can help obtain optimal maintenance performance with good generality. © 2009 IEEE.

Original language	English
Title of host publication	Proceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009
Pages	605-611
DOIs	https://doi.org/10.1109/ICRMS.2009.5270119
Publication status	Published - 2009
Event	2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009 - Chengdu, China Duration: 20 Jul 2009 → 24 Jul 2009

Conference

Conference	2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009
Place	China
City	Chengdu
Period	20/07/09 → 24/07/09

Research Keywords

Condition-based maintenance
Data fusion
Reliability-centered maintenance

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10.1109/ICRMS.2009.5270119

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title = "A framework for cost-effective and accurate maintenance combining CBM RCM and data fusion",

abstract = "Cost-effectiveness and accuracy are two basic criteria for good maintenance. Reducing maintenance costs can increase net profit, while accurate maintenance actions can sustain continuous and reliable operation of equipment. As instruments and information systems tend to become cheaper and more reliable, condition-based maintenance has become an important tool for running a plant or a factory. This paper presents a novel condition-based maintenance framework that uses reliabilitycentered maintenance to save money and employs the data fusion strategy for improving condition monitoring, health assessment, and prognostics. This framework can help obtain optimal maintenance performance with good generality. {\textcopyright} 2009 IEEE.",

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Niu, G & Pecht, M 2009, A framework for cost-effective and accurate maintenance combining CBM RCM and data fusion. in Proceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009., 5270119, pp. 605-611, 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009, Chengdu, China, 20/07/09. https://doi.org/10.1109/ICRMS.2009.5270119

A framework for cost-effective and accurate maintenance combining CBM RCM and data fusion. / Niu, Gang; Pecht, Michael.
Proceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009. 2009. p. 605-611 5270119.

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

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AU - Pecht, Michael

PY - 2009

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N2 - Cost-effectiveness and accuracy are two basic criteria for good maintenance. Reducing maintenance costs can increase net profit, while accurate maintenance actions can sustain continuous and reliable operation of equipment. As instruments and information systems tend to become cheaper and more reliable, condition-based maintenance has become an important tool for running a plant or a factory. This paper presents a novel condition-based maintenance framework that uses reliabilitycentered maintenance to save money and employs the data fusion strategy for improving condition monitoring, health assessment, and prognostics. This framework can help obtain optimal maintenance performance with good generality. © 2009 IEEE.

AB - Cost-effectiveness and accuracy are two basic criteria for good maintenance. Reducing maintenance costs can increase net profit, while accurate maintenance actions can sustain continuous and reliable operation of equipment. As instruments and information systems tend to become cheaper and more reliable, condition-based maintenance has become an important tool for running a plant or a factory. This paper presents a novel condition-based maintenance framework that uses reliabilitycentered maintenance to save money and employs the data fusion strategy for improving condition monitoring, health assessment, and prognostics. This framework can help obtain optimal maintenance performance with good generality. © 2009 IEEE.

KW - Condition-based maintenance

KW - Data fusion

KW - Reliability-centered maintenance

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DO - 10.1109/ICRMS.2009.5270119

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

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EP - 611

BT - Proceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009

T2 - 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009

Y2 - 20 July 2009 through 24 July 2009

ER -

A framework for cost-effective and accurate maintenance combining CBM RCM and data fusion

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Research Keywords

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