Condition-based maintenance policies for systems with multiple dependent components: A review

Autor: Simme Douwe P. Flapper, Minou C.A. Olde Keizer, Ruud H. Teunter
Přispěvatelé: Operations Planning Acc. & Control
Rok vydání: 2017
Předmět:
WEAR INDICATORS
0209 industrial biotechnology
Information Systems and Management
General Computer Science
Maintenance
Computer science
2-UNIT SERIES SYSTEM
MULTICOMPONENT SYSTEMS
0211 other engineering and technologies
Complex system
Review
02 engineering and technology
Management Science and Operations Research
computer.software_genre
Industrial and Manufacturing Engineering
Predictive maintenance
OPPORTUNISTIC MAINTENANCE
020901 industrial engineering & automation
ECONOMIC DEPENDENCE
Lagging
Inventory optimization
Structure (mathematical logic)
021103 operations research
Resource dependence theory
REPLACEMENT POLICY
Condition-based maintenance
INVENTORY OPTIMIZATION
Risk analysis (engineering)
Modeling and Simulation
Dependencies
MULTIUNIT SYSTEMS
Multi-component
Data mining
DETERIORATING SYSTEMS
computer
PREDICTIVE MAINTENANCE
Zdroj: European Journal of Operational Research, 261(2). Elsevier
ISSN: 0377-2217
DOI: 10.1016/j.ejor.2017.02.044
Popis: Condition-based maintenance (CBM) has received increasing attention in the literature over the past years. The application of CBM in practice, however, is lagging behind. This is, at least in part, explained by the complexity of real-life systems as opposed to the stylized ones studied most often. To overcome this issue, research is focusing more and more on complex systems, with multiple components subject to various dependencies. Existing classifications of these dependencies in the literature are no longer sufficient. Therefore, we provide an extended classification scheme. Besides the types of dependencies identified in the past (economic, structural, and stochastic), we add resource dependence, where multiple components are connected through, e.g., shared spares, tools, or maintenance workers. Furthermore, we extend the existing notion of structural dependence by distinguishing between structural dependence from a technical point of view and structural dependence from a performance point of view (e.g., through a series or parallel setting). We review the advances made with respect to CBM. Our main focus is on the implications of dependencies on the structure of the optimal CBM policy. We link our review to practice by providing real-life examples, thereby stressing current gaps in the literature. (C) 2017 Elsevier B.V. All rights reserved.
Databáze: OpenAIRE
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