%0 Journal Article
%T Analysis of LPG Engine PID Parameter Control of Transient Air-fuel Ration Based on Improved Elman Neural Network
%A Jubiao Yao
%A Keyu Jiang
%A Chaoyi Yao
%J Journal of Software
%D 2010
%I Academy Publisher
%R 10.4304/jsw.5.1.54-64
%X This paper puts forward one kind of air-fuel ration control method which integrates improved Elman neural network with normal PI control.It constructs a model of the single LPG electro-plating engine and simulation platform for air-fuel ration controlling with GT-Power software which seamless connect to Matlab/Simulink based on JL1P39FMB single cylinder engine and develop the electronic fuel-injected controller based on Intel MCS-96. It also constructs mini LPG electro-plating engine experiment system for air-fuel ration to the LPG Injection System and adopt the new inlet channel injection type of duty ratio controlling injector. Help the throttle percentage-rev- duty cycle pulse spectrum diagram after the calibration bench experiment for the best duty cycle of mini electronic LPG-injected under the steady working conditions. It predicts the air-fuel ration signals of nontransmission delay through the Elman neural network. The normal PI controller which deals with the predictive signals implements  the concurrent control of air-fuel ration under transient conditions. The bench test and the simulation result indicat
%K PID parameter Control
%K Air-fuel ration under transient
%K Elman Neural Network
%K Predictive control
%U http://ojs.academypublisher.com/index.php/jsw/article/view/616