Open AccessJournal Article10.1016/J.RESS.2017.02.011

Maintenance processes modelling and optimisation

- 27 Feb 2017

- Reliability Engineering & System Safety

- Vol. 168, pp 150-160

TL;DR: A modified FMEA approach has been used to identify the possible tests and the choice of tests to perform and when to do them is made to successfully complete the maintenance objective in the shortest possible time using a genetic algorithm.

About: This article is published in Reliability Engineering & System Safety. The article was published on 27 Feb 2017. and is currently open access. The article focuses on the topics: Predictive maintenance.

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In this paper, a modified FMEA approach has been used to identify the possible tests and then applied to the repair process for a car braking system.

Figure 6: Overall structure of a Discrete Event Simulation program

Figure 17: The histograms of execution times of the process design without any optional tests (as shown in Figure 2), the optimal process design, a non-optimal process design that has an average execution time of 1038s and 975s respectively.

Table V: The test that checks whether task 15:'refit the wheel' has been correctly completed

Figure 4: Suggested tests position arrangement in the MP

Figure 5: A non-optimal tests position arrangement in the MP

Figure 1: The parts of a car braking system considered in the MP (Source: RepairPal.com [6])

Citations

Journal Article•10.1016/J.RESS.2017.06.014

New approach for failure mode and effect analysis using linguistic distribution assessments and TODIM method

Jia Huang, +2 more

- 01 Nov 2017

- Reliability Engineering & System Safety

TL;DR: In this paper, the authors apply linguistic distribution assessments to represent FMEA team members' risk evaluation information and employ an improved TODIM (an acronym in Portuguese of interactive and multicriteria decision making) method to determine the risk priority of failure modes.

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Improving failure mode and effect analysis (FMEA) with consideration of uncertainty handling as an interactive approach

Mohammad Reza Hairi Yazdi

- 01 Jun 2019

- International Journal on Interactive Des...

TL;DR: An interactive approach using fuzzy set theory to deal with possible uncertainties during evaluation and a comparison is conducted to illustrate the superiority of the proposed FMEA with conventional ones.

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Fuzzy smart failure modes and effects analysis to improve safety performance of system: Case study of an aircraft landing system

Sahand Daneshvar, +2 more

- 08 Jan 2020

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Development of BIM-AR-Based Facility Risk Assessment and Maintenance System

Ting-Kwei Wang, +1 more

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A PSO approach for the integrated maintenance model

Danping Lin, +2 more

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TL;DR: The result shows that taking multiple maintenance modes into account would help optimize the total maintenance cost and the obvious difference between the reliability thresholds would assist in providing discrepant maintenance service.

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References

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Adaptation in natural and artificial systems

John H. Holland

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TL;DR: Names of founding work in the area of Adaptation and modiication, which aims to mimic biological optimization, and some (Non-GA) branches of AI.

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An Introduction to Genetic Algorithms

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An Introduction to Genetic Algorithms.

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TL;DR: An Introduction to Genetic Algorithms as discussed by the authors is one of the rare examples of a book in which every single page is worth reading, and the author, Melanie Mitchell, manages to describe in depth many fascinating examples as well as important theoretical issues.

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Discrete-Event System Simulation

Jerry Banks, +3 more

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TL;DR: Beleska o autorima: str. XV-XVI. as mentioned in this paper - Bibliografija uz svako poglavlje. - Registar.

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Maintenance processes modelling and optimisation

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Most frequently asked questions

1. What contributions have the authors mentioned in the paper "Maintenance processes modelling and optimisation" ?

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Citations

New approach for failure mode and effect analysis using linguistic distribution assessments and TODIM method

Improving failure mode and effect analysis (FMEA) with consideration of uncertainty handling as an interactive approach

Fuzzy smart failure modes and effects analysis to improve safety performance of system: Case study of an aircraft landing system

Development of BIM-AR-Based Facility Risk Assessment and Maintenance System

A PSO approach for the integrated maintenance model

References

Adaptation in natural and artificial systems

An Introduction to Genetic Algorithms

An Introduction to Genetic Algorithms.

Discrete-Event System Simulation

Handbook of Evolutionary Computation

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