DocumentCode :
3132806
Title :
Simulation of Speed Controlling System on Diesel Engine Based on FN
Author :
Ming-jiang, Hu ; Gao-feng, Yang
Author_Institution :
Dept. of Thermal Energy Eng., Henan Univ. of Urban Constr., Pingdingshan, China
fYear :
2011
fDate :
8-9 Oct. 2011
Firstpage :
358
Lastpage :
361
Abstract :
Based on the working mechanism of the speed controlling system on the diesel engine, the control program of the diesel engine speed controlling system was built using the FNN-GA syncretic theory, control strategy of the diesel engine speed controlling system combined the fuzzy neural network (FNN) and the Genetic Algorithm (GA) was developed, the fuzzy reasoning logic and the dynamic simulation model of the diesel engine speed control system were established, these performance simulation of the diesel engine speed controlling system, such as, the increasing load and the decreasing load, were put forward by the FNN-GA syncretic control strategy. The simulation result showed that the FNN-GA syncretic control strategy could make the performance of the diesel engine speed controlling system parameters maintain optimal at all times, the FNN-GA syncretic strategy had the good resolving power and could control accurately the diesel engine controlling speed performance.
Keywords :
diesel engines; fuzzy control; genetic algorithms; neurocontrollers; velocity control; FNN-GA syncretic control theory; diesel engines; fuzzy neural network; genetic algorithm; speed controlling system; Control systems; Diesel engines; Fuzzy control; Fuzzy neural networks; Genetic algorithms; Load modeling; Control; Diesel engine; Dynamic simulation; Fuzzy neural network; Speed control system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Knowledge Acquisition and Modeling (KAM), 2011 Fourth International Symposium on
Conference_Location :
Sanya
Print_ISBN :
978-1-4577-1788-8
Type :
conf
DOI :
10.1109/KAM.2011.102
Filename :
6137656
Link To Document :
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