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A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation

Master of Science in Engineering Mathematics

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Bibliographic Details
Main Author: Mohd Zulfadzlie, Abdullah
Other Authors: Ahmad Kadri, Junoh, Dr.
Format: Dissertation
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2017
Subjects:
Monte Carlo method
Numerical analysis
Vibration
Whole body vibration (WBV)
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/78354
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spelling my.unimap-783542023-04-17T07:23:36Z A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation Mohd Zulfadzlie, Abdullah Ahmad Kadri, Junoh, Dr. Monte Carlo method Numerical analysis Vibration Whole body vibration (WBV) Master of Science in Engineering Mathematics The objective of this research is to study the vibration which generate in the cabin of the car and seek for the vibration comfort level between all three cars to compare car which has a finest level of comfort between this three cars. In this study, the level of vibration in the cabin of the three car engine speed as measured by car respectively. Vibration generated during experiments in the cabin cars is recorded and stored in the form's data and the test in two circumstances, namely, state of stationary and is not stationary. When in a situation not stationary vibration resulting in the car taken during guided through three types of road namely highway, pavement and urban. A programming system developed to record the generation of vibration in the cabin of the car. Data collected that have been collected will be go through some process start with methods evaluation vibration and regression analysis. An equation will be approach through the analysis to find the significant data that can be used in the process which is K-Means algorithm. Based on the trends of the experienced and exposed vibration, the model is able to differentiate the level of comfort between the clusters by grouping the level of sound vibration into five categories which are most pleasant, medium pleasant, marginal, medium annoying and most annoying. To review the accuracy of classification data cluster, the K-Nearest Neighbor method and Linear Discriminant Analysis is used for shows the percentage accuracy of classification data have been cluster. Later, the vibration for the three cars in this study which has analyzed, compared using the approach of analysis of variance (ANOVA). 2017 2023-04-17T07:23:36Z 2023-04-17T07:23:36Z Dissertation http://dspace.unimap.edu.my:80/xmlui/handle/123456789/78354 en Universiti Malaysia Perlis (UniMAP) Universiti Malaysia Perlis (UniMAP) Institute of Engineering Mathematics
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Monte Carlo method
Numerical analysis
Vibration
Whole body vibration (WBV)
spellingShingle Monte Carlo method
Numerical analysis
Vibration
Whole body vibration (WBV)
Mohd Zulfadzlie, Abdullah
A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation
description Master of Science in Engineering Mathematics
author2 Ahmad Kadri, Junoh, Dr.
author_facet Ahmad Kadri, Junoh, Dr.
Mohd Zulfadzlie, Abdullah
format Dissertation
author Mohd Zulfadzlie, Abdullah
author_sort Mohd Zulfadzlie, Abdullah
title A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation
title_short A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation
title_full A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation
title_fullStr A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation
title_full_unstemmed A comparative study on whole body vibration (WBV) comfort towards Perodua's compact car model through Monte Carlo simulation
title_sort comparative study on whole body vibration (wbv) comfort towards perodua's compact car model through monte carlo simulation
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2017
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/78354
_version_ 1772813159095074816
score 13.222552

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