عنوان المقالة: Comparison of PID, GA and Fuzzy Logic Controllers for Cruise Control System
محمد عبدالجليل ابراهيم سلطان | muhammed abduljaleel ibrahim | 2739
Publication Type
Journal
Arabic Authors
يونس داود الشريف,علي خليل محمود,محمد عبدالجليل ابراهيم
English Authors
Younis S. Dawood, Ali K. Mahmood and Muhammed A. Ibrahim
Abstract
Nowadays, automobile companies give good attention of cruise systems and cruise controllers which are considered as one of the most critical aspects that require precise controller that can accommodate the new development in technology. The movement of running automobiles is variable and complex. For this reason, cruise control system (CCS) has high non-linearity and if a traditional PID controller has been used, it will not give good results in all conditions. This paper presents comparative study of PID controller, PID optimized by GA and fuzzy logic controllers for an automobile cruise control system (ACCS) where it has been used on linearized model of the cruise system. The comparison was for the transient performance; i.e. settling time, rise time and maximum overshoot in addition to the steady state performance i.e. steady state error. MATLAB/SIMULINK and m-file have been used to show the efficiency of each method used and shows the comparison between them. The results indicate that the performance of fuzzy controller has better response regarding the overshoot and the settling time while the PID tuned by using GA gives the shortest rising time. A comparative analysis of each simulated result will be done based on the response characteristic.
Publication Date
1/9/2018
Publisher
International Journal of Computing and Digital Systems
Volume No
7
Issue No
5
ISSN/ISBN
2210-142X
DOI
10.12785/ijcds/070505
Pages
311-319
File Link
تحميل (95 مرات التحميل)
External Link
https://journal.uob.edu.bh/handle/123456789/3213
Keywords
CCS (Cruise control system), GA (Genetic algorithm), ITAE (Integral time absolute-error criterion)
رجوع