Adaptive neuro fuzzy inference controller for full vehicle nonlinear active suspension systems
المؤلفون المشاركون
المصدر
The Iraqi Journal of Electrical and Electronic Engineering
العدد
المجلد 6، العدد 2 (31 ديسمبر/كانون الأول 2010)، ص ص. 97-106، 10ص.
الناشر
تاريخ النشر
2010-12-31
دولة النشر
العراق
عدد الصفحات
10
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الموضوعات
الملخص EN
The main objective of designed the controller for a vehicle suspension system is to reduce the discomfort sensed by passengers which arises from road roughness and to increase the ride handling associated with the pitching and rolling movements.
This necessitates a very fast and accurate controller to meet as much control objectives, as possible.
Therefore, this paper deals with an artificial intelligence Neuron-Fuzzy (NF) technique to design a robust controller to meet the control objectives.
The advantage of this controller is that it can handle the nonlinearities faster than other conventional controllers.
The approach of the proposed controller is to minimize the vibrations on each corner of vehicle by supplying control forces to suspension system when travelling on rough road.
The other purpose for using the NF controller for vehicle model is to reduce the body inclinations that are made during intensive maneuvers including braking and cornering.
A full vehicle nonlinear active suspension system is introduced and tested.
The robustness of the proposed controller is being assessed by comparing with an optimal Fractional Order PIλDμ (FOPID) controller.
The results show that the intelligent NF controller has improved the dynamic response measured by decreasing the cost function.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
al-Dair, A.& Wang, W. J.. 2010. Adaptive neuro fuzzy inference controller for full vehicle nonlinear active suspension systems. The Iraqi Journal of Electrical and Electronic Engineering،Vol. 6, no. 2, pp.97-106.
https://search.emarefa.net/detail/BIM-288895
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
al-Dair, A.& Wang, W. J.. Adaptive neuro fuzzy inference controller for full vehicle nonlinear active suspension systems. The Iraqi Journal of Electrical and Electronic Engineering Vol. 6, no. 2 (2010), pp.97-106.
https://search.emarefa.net/detail/BIM-288895
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
al-Dair, A.& Wang, W. J.. Adaptive neuro fuzzy inference controller for full vehicle nonlinear active suspension systems. The Iraqi Journal of Electrical and Electronic Engineering. 2010. Vol. 6, no. 2, pp.97-106.
https://search.emarefa.net/detail/BIM-288895
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
25
رقم السجل
BIM-288895
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر