An investigation in to the performances of fuzzy PD like and PID-PSO controllers for internal combustion engine

The Controller design is considered as the important part in the IC engines, to get a stable operation which is the main objective for engine generator set, through controlling the throttle angle to get constant engine rotation speed at different load conditions. The Model has been taken from previo...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Engineering and Technology Journal 2015-07, Vol.33 (7A), p.1619-1635
Hauptverfasser: Abd al-Wahhab, Talal A., Abbas, Basmah Abd Allah, Nasif, Sabah A.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The Controller design is considered as the important part in the IC engines, to get a stable operation which is the main objective for engine generator set, through controlling the throttle angle to get constant engine rotation speed at different load conditions. The Model has been taken from previous research, considering the throttle angle as an input while the output is the rotation speed, then the controllers have been designed to adjust the rotational speed with the help at Matlab and Simulink techniques. Two main types of controllers have been used in this work which are; PID and Fuzzy PD like controllers. The Proportional-Integral-Derivative parameters have been tuned by particle swarm optimization technique and for the first controller and validated by Integral Square Error (ISE), Integral Time Absolute Error (ITAE) and Integral Absolute Error (AE). While, Fuzzy PD like consisted of seven membership function and forty nine rules. Finally, the results showed the superiority of PID based on Particle Swarm Optimization (PSO) compared with Fuzzy PD like controller.
ISSN:1681-6900
2412-0758
2412-0758
DOI:10.30684/etj.33.7A.6