Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis
The primary supporting structure of an automobile and its other vital systems is the chassis. The chassis structure is required to bear high shock, stresses, and vibration, and therefore it should possess adequate strength. The objective of current research is to analyze a heavy motor vehicle chassi...
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2021
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oai:doaj.org-article:f7744d16db1c4b19923d73cc419f57ae2021-11-25T18:51:36ZNumerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis10.3390/pr91120282227-9717https://doaj.org/article/f7744d16db1c4b19923d73cc419f57ae2021-11-01T00:00:00Zhttps://www.mdpi.com/2227-9717/9/11/2028https://doaj.org/toc/2227-9717The primary supporting structure of an automobile and its other vital systems is the chassis. The chassis structure is required to bear high shock, stresses, and vibration, and therefore it should possess adequate strength. The objective of current research is to analyze a heavy motor vehicle chassis using numerical and experimental methods. The CAD design and FE analysis is conducted using the ANSYS software. The design of the chassis is then optimized using Taguchi design of Experiments (DOE); the optimization techniques used are the central composite design (CCD) scheme and optimal space filling (OSF) design. Thereafter, sensitivity plots and response surface plots are generated. These plots allow us to determine the critical range of optimized chassis geometry values. The optimization results obtained from the CCD design scheme show that cross member 1 has a higher effect on the equivalent stresses as compared to cross members 2 and 3. The chassis mass reduction obtained from the CCD scheme is approximately 5.3%. The optimization results obtained from the OSF scheme shows that cross member 2 has a higher effect on equivalent stress as compared to cross members 1 and 3. The chassis mass reduction obtained from optimal space filling design scheme is approximately 4.35%.Abhishek AgarwalLinda MthembuMDPI AGarticleheavy vehicle chassisoptimizationsstressDOECCDChemical technologyTP1-1185ChemistryQD1-999ENProcesses, Vol 9, Iss 2028, p 2028 (2021) |
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heavy vehicle chassis optimizations stress DOE CCD Chemical technology TP1-1185 Chemistry QD1-999 |
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heavy vehicle chassis optimizations stress DOE CCD Chemical technology TP1-1185 Chemistry QD1-999 Abhishek Agarwal Linda Mthembu Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis |
description |
The primary supporting structure of an automobile and its other vital systems is the chassis. The chassis structure is required to bear high shock, stresses, and vibration, and therefore it should possess adequate strength. The objective of current research is to analyze a heavy motor vehicle chassis using numerical and experimental methods. The CAD design and FE analysis is conducted using the ANSYS software. The design of the chassis is then optimized using Taguchi design of Experiments (DOE); the optimization techniques used are the central composite design (CCD) scheme and optimal space filling (OSF) design. Thereafter, sensitivity plots and response surface plots are generated. These plots allow us to determine the critical range of optimized chassis geometry values. The optimization results obtained from the CCD design scheme show that cross member 1 has a higher effect on the equivalent stresses as compared to cross members 2 and 3. The chassis mass reduction obtained from the CCD scheme is approximately 5.3%. The optimization results obtained from the OSF scheme shows that cross member 2 has a higher effect on equivalent stress as compared to cross members 1 and 3. The chassis mass reduction obtained from optimal space filling design scheme is approximately 4.35%. |
format |
article |
author |
Abhishek Agarwal Linda Mthembu |
author_facet |
Abhishek Agarwal Linda Mthembu |
author_sort |
Abhishek Agarwal |
title |
Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis |
title_short |
Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis |
title_full |
Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis |
title_fullStr |
Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis |
title_full_unstemmed |
Numerical Modelling and Multi Objective Optimization Analysis of Heavy Vehicle Chassis |
title_sort |
numerical modelling and multi objective optimization analysis of heavy vehicle chassis |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doaj.org/article/f7744d16db1c4b19923d73cc419f57ae |
work_keys_str_mv |
AT abhishekagarwal numericalmodellingandmultiobjectiveoptimizationanalysisofheavyvehiclechassis AT lindamthembu numericalmodellingandmultiobjectiveoptimizationanalysisofheavyvehiclechassis |
_version_ |
1718410688763789312 |