DocumentCode :
1791862
Title :
D6114 diesel engine speed control: A case between PID controller and fuzzy logic controller
Author :
Mohammed, Naeim Farouk ; Enzhe Song ; Xiuzhen Ma ; Hayat, Qaisar
Author_Institution :
Sch. of Power & Energy Eng., Harbin Eng. Univ., Harbin, China
fYear :
2014
fDate :
3-6 Aug. 2014
Firstpage :
275
Lastpage :
279
Abstract :
The engine speed controller of a conventional diesel engine is called a Governor. In order to control engine speed, the governor controls the amount of fuel using fuel rack. This study presents a development of speed control of D6114 diesel engine by using PID controller and a self-tuning fuzzy PID controller to overcome the appearance of nonlinearities and uncertainties in the systems. The self-tuning fuzzy PID controller is the combination of a classical PID and fuzzy controller. The mathematical model of the diesel engine is also done by using System Identification technique. First, PID controller was applied; then, a fuzzy logic control algorithm is used to estimate the PID coefficient in order to handle such uncertainties to produce a better control performance. Simulation tests were established using Simulink of Matlab. The obtained results have demonstrated the feasibility and effectiveness of the proposed fuzzy approach comparing to the PID controller. Simulation results are represented in this study.
Keywords :
adaptive control; control nonlinearities; diesel engines; fuzzy control; self-adjusting systems; three-term control; uncertain systems; velocity control; D6114 diesel engine speed control; Matlab; PID coefficient estimation; Simulink; control performance; fuel amount control; fuel rack; fuzzy logic controller; governor; mathematical model; self-tuning fuzzy PID controller; system identification technique; system nonlinearities; system uncertainties; uncertainty handling; Diesel engines; Fuels; Fuzzy logic; Mathematical model; Niobium; Tuning; Diesel Engine; Mathematical Modeling; PID Controller; Self Tuning Fuzzy PID Controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2014 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-3978-7
Type :
conf
DOI :
10.1109/ICMA.2014.6885708
Filename :
6885708
Link To Document :
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