Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System
A repairable system is usually defined as a system that able to return to its function after each failure. Optimal maintenance strategies necessitate the estimation of the reliability of complex repairable systems accurately and numerous models and methods have been developed for system reliability...
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Universiti Teknologi PETRONAS
2014
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my-utp-utpedia.143302017-01-25T09:37:45Z http://utpedia.utp.edu.my/14330/ Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System Zaini, Suraya Nabilah TJ Mechanical engineering and machinery A repairable system is usually defined as a system that able to return to its function after each failure. Optimal maintenance strategies necessitate the estimation of the reliability of complex repairable systems accurately and numerous models and methods have been developed for system reliability prediction. Thus, this project shall come out with an Excel spread sheet that used Monte Carlo method of using random number to solve for the number of failure and time to failure of a repairable system. Where, the developed spread sheet shall only focuses on the four types of main distributions which are Normal distribution, Lognormal distribution, Weibull distribution, and exponential distribution. Besides that, the developed spread sheet is developed with aim of improving the accuracy and applicability prediction of repairable system, the Monte Carlo solution developed shall later be compared with the evaluation made by the existing reliability software. Universiti Teknologi PETRONAS 2014-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/14330/1/FYP_ME13917_MAY2014.pdf Zaini, Suraya Nabilah (2014) Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System. Universiti Teknologi PETRONAS. (Unpublished) |
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TJ Mechanical engineering and machinery Zaini, Suraya Nabilah Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System |
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A repairable system is usually defined as a system that able to return to its function after each failure. Optimal maintenance strategies necessitate the estimation of the reliability of complex repairable systems accurately and numerous models and methods have been developed for system reliability prediction. Thus, this project shall come out with an Excel spread sheet that used Monte Carlo
method of using random number to solve for the number of failure and time to failure of a repairable system. Where, the developed spread sheet shall only focuses on the four
types of main distributions which are Normal distribution, Lognormal distribution, Weibull distribution, and exponential distribution. Besides that, the developed spread
sheet is developed with aim of improving the accuracy and applicability prediction of repairable system, the Monte Carlo solution developed shall later be compared with the
evaluation made by the existing reliability software. |
format |
Final Year Project |
author |
Zaini, Suraya Nabilah |
author_facet |
Zaini, Suraya Nabilah |
author_sort |
Zaini, Suraya Nabilah |
title |
Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System |
title_short |
Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System |
title_full |
Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System |
title_fullStr |
Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System |
title_full_unstemmed |
Development of Spread sheet Based Simulation Model for Failure Prediction of Repairable System |
title_sort |
development of spread sheet based simulation model for failure prediction of repairable system |
publisher |
Universiti Teknologi PETRONAS |
publishDate |
2014 |
url |
http://utpedia.utp.edu.my/14330/1/FYP_ME13917_MAY2014.pdf http://utpedia.utp.edu.my/14330/ |
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1739831990092300288 |
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13.18916 |