[article]
Titre : |
Hybrid fuzzy skyhook surface control using multi-objective microgenetic algorithm for semi-active vehicle suspension system ride comfort stability analysis |
Type de document : |
texte imprimé |
Auteurs : |
Yi Chen, Auteur ; Zhong-Lai Wang, Auteur ; Jing Qiu, Auteur |
Année de publication : |
2012 |
Article en page(s) : |
14 p. |
Note générale : |
Dynamic systems |
Langues : |
Anglais (eng) |
Mots-clés : |
Fuzzy sliding mode control Skyhook surface method Multi-objective microgenetic algorithm (MOµGA) Vehicle semi-active suspension |
Index. décimale : |
629.8 |
Résumé : |
A polynomial function supervising fuzzy sliding mode control (PSFalphaSMC), which embedded with skyhook surface method, is proposed for the ride comfort of a vehicle semi-active suspension. The multi-objective microgenetic algorithm (MOµGA) has been utilized to determine the PSFalphaSMC controller's parameter alignment in a training process with three ride comfort objectives for the vehicle semi-active suspension, which is called the “offline” step. Then, the optimized parameters are applied to the real-time control process by the polynomial function supervising controller, which is named “online” step. A two-degree-of-freedom dynamic model of the vehicle semi-active suspension systems with the stability analysis is given for passenger's ride comfort enhancement studies, and a simulation with the given initial conditions has been devised in MATLAB. The numerical results have shown that this hybrid control method is able to provide real-time enhanced level of reliable ride comfort performance for the semi-active suspension system. |
DEWEY : |
629.8 |
ISSN : |
0022-0434 |
En ligne : |
http://asmedl.org/getabs/servlet/GetabsServlet?prog=normal&id=JDSMAA000134000004 [...] |
in Transactions of the ASME . Journal of dynamic systems, measurement, and control > Vol. 134 N° 4 (Juillet 2012) . - 14 p.
[article] Hybrid fuzzy skyhook surface control using multi-objective microgenetic algorithm for semi-active vehicle suspension system ride comfort stability analysis [texte imprimé] / Yi Chen, Auteur ; Zhong-Lai Wang, Auteur ; Jing Qiu, Auteur . - 2012 . - 14 p. Dynamic systems Langues : Anglais ( eng) in Transactions of the ASME . Journal of dynamic systems, measurement, and control > Vol. 134 N° 4 (Juillet 2012) . - 14 p.
Mots-clés : |
Fuzzy sliding mode control Skyhook surface method Multi-objective microgenetic algorithm (MOµGA) Vehicle semi-active suspension |
Index. décimale : |
629.8 |
Résumé : |
A polynomial function supervising fuzzy sliding mode control (PSFalphaSMC), which embedded with skyhook surface method, is proposed for the ride comfort of a vehicle semi-active suspension. The multi-objective microgenetic algorithm (MOµGA) has been utilized to determine the PSFalphaSMC controller's parameter alignment in a training process with three ride comfort objectives for the vehicle semi-active suspension, which is called the “offline” step. Then, the optimized parameters are applied to the real-time control process by the polynomial function supervising controller, which is named “online” step. A two-degree-of-freedom dynamic model of the vehicle semi-active suspension systems with the stability analysis is given for passenger's ride comfort enhancement studies, and a simulation with the given initial conditions has been devised in MATLAB. The numerical results have shown that this hybrid control method is able to provide real-time enhanced level of reliable ride comfort performance for the semi-active suspension system. |
DEWEY : |
629.8 |
ISSN : |
0022-0434 |
En ligne : |
http://asmedl.org/getabs/servlet/GetabsServlet?prog=normal&id=JDSMAA000134000004 [...] |
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