Journal ArticleDOI
Condition-based maintenance: tools and decision making
TLDR
In this paper, a wide variety of techniques commonly used to monitor the condition of mechanical systems are surveyed, and some of the decision models designed to address this type of inspection problem are discussed.Abstract:
The primary objective of equipment maintenance programmes is to preserve system functions in a cost‐effective manner. Surveys a wide variety of techniques commonly used to monitor the condition of mechanical systems. Reviews some of the decision models designed to address this type of inspection problem; concludes with some suggestions for future research directions in this type of decision problem.read more
Citations
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Technical Design of Condition Based Maintenance Systems : A Case Study using Sound Analysis and Case-Based Reasoning
TL;DR: Technical Design of Condition Based Maintenance Systems : A Case Study using Sound Analysis and Case-Based Reasoning using sound analysis and case-based Reasoning is presented.
Proceedings ArticleDOI
Failure mechanisms based prognostics
TL;DR: In this paper, a physics-of-failure based methodology, which uses failure modes, mechanisms and effects analysis (FMMEA) to enhance prognostics planning and implementation is presented.
Proceedings ArticleDOI
Maintenance decision making, supported by computerized maintenance management system
TL;DR: In this paper, three different decision making techniques which can be linked to Computerized Maintenance Management System (CMMS) decision analysis capability to achieve world class status in maintenance management are examined.
Proceedings ArticleDOI
Automatic Diagnosis of Defects of Rolling Element Bearings Based on Computational Intelligence Techniques
TL;DR: In all the experiments performed on the vibration signals represented in the frequency domain, the method achieved a classification accuracy higher than 99%, thus proving the high sensitivity of the method to different types of defects and to different degrees of fault severity.
Journal ArticleDOI
Optimum multi-fault classification of gears with integration of evolutionary and SVM algorithms
D. J. Bordoloi,Rajiv Tiwari +1 more
TL;DR: The main focus of the paper is to examine the performance of the multiclass ability of SVM technique by optimizing its parameters using the grid-search method, the genetic algorithm (GA) and the artificial-bee-colony algorithm (ABCA).
References
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Book ChapterDOI
Regression Models and Life-Tables
TL;DR: The analysis of censored failure times is considered in this paper, where the hazard function is taken to be a function of the explanatory variables and unknown regression coefficients multiplied by an arbitrary and unknown function of time.
Book
An introduction to predictive maintenance
TL;DR: In this article, the authors discuss the impact of predictive maintenance on maintenance financial implications and cost justification role of maintenance organization benefits of Predictive Maintenance Machine-Train Monitoring Parameters Predictive maintenance Techniques Vibration Monitoring and Analysis Thermography Tribology Process Parameters Other Methods Visual Inspection Operating Dynamics Analysis Failure-Mode Analysis Establishing a Predictive Monitoring Program A Total Plant Predictive Management Program Maintaining the Program World-class Maintenance
Journal ArticleDOI
A survey of preventive maintenance models for stochastically deteriorating single-unit systems
TL;DR: This article includes optimization models for repair, replacement, and inspection of systems subject to stochastic deterioration and a classification scheme is used that categorizes recent research into inspection models, minimal repair models, shock models, or miscellaneous replacement models.
Book
Reliability-Centered Maintenance
TL;DR: Preventive Maintenance Definition and Structure as discussed by the authors : The Preventive Maintenance (PM) Process Opportunity and Challenge, and its Role in Total Quality Management (TQM) is discussed.
Journal Article
Reliability-centred maintenance
TL;DR: The RCM Decision Diagram Implementing RCM Recommendations Actuarial Analysis and Failure Data Applying the RCM Process What RCM Achieves A Brief History of RCM as discussed by the authors.