A new fuzzy-NARMA L2 controller design for active suspension system
Joint Authors
Khayyun, Imad A.
Abd al-Ali, Ali H.
Jurani, Basil Shnin Munahi Tarish
Source
Basrah Journal for Engineering Sciences
Issue
Vol. 17, Issue 2 (31 Dec. 2017), pp.43-50, 8 p.
Publisher
University of Basrah College of Engineering
Publication Date
2017-12-31
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
This paper is concerned with the design of a new controller for active suspension system.
The model is considered as a quarter-car.
The presented controller depends on the fuzzy technique and NARMA-L2 linearization algorithm.
The compensation system that added by the fuzzy rules improves the performance of the controller, while the neural network produces the required control signal.
The new controller can achieve an improvement of the ride comfort with a reasonable value of power consumption.
The mathematical analysis of the mechanical power used by the model is focused on the average and the RMS of the power supplied to the system, regardless of the frequency content of the vibration signal.
The simulation results which are verified by a practical examples of road profiles, demonstrate the efficacy of the proposed controller.
American Psychological Association (APA)
Khayyun, Imad A.& Jurani, Basil Shnin Munahi Tarish& Abd al-Ali, Ali H.. 2017. A new fuzzy-NARMA L2 controller design for active suspension system. Basrah Journal for Engineering Sciences،Vol. 17, no. 2, pp.43-50.
https://search.emarefa.net/detail/BIM-840536
Modern Language Association (MLA)
Khayyun, Imad A.…[et al.]. A new fuzzy-NARMA L2 controller design for active suspension system. Basrah Journal for Engineering Sciences Vol. 17, no. 2 (2017), pp.43-50.
https://search.emarefa.net/detail/BIM-840536
American Medical Association (AMA)
Khayyun, Imad A.& Jurani, Basil Shnin Munahi Tarish& Abd al-Ali, Ali H.. A new fuzzy-NARMA L2 controller design for active suspension system. Basrah Journal for Engineering Sciences. 2017. Vol. 17, no. 2, pp.43-50.
https://search.emarefa.net/detail/BIM-840536
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 49-50
Record ID
BIM-840536
