Title :
Researches on the FCE based on predictive control with BP neural network
Author :
Liang, Huang ; Hai, Quan Shu ; Qiong, Wang ; Rui, Quan
Author_Institution :
Conference Publishing, Wuhan
Abstract :
To augment the dynamic response capability of the fuel cell, a proton exchange membrane fuel cell dynamic neural network model is built from the perspective of system by make full use of the experimental data and expertpsilas knowledge. By researching on the proton exchange membrane fuel cell predictive control with neural network technique, the fuel cell enginepsilas predictive controller can be designed for augmenting dynamic response capability of the fuel cell.
Keywords :
backpropagation; dynamic response; neurocontrollers; power system control; predictive control; proton exchange membrane fuel cells; BP neural network; dynamic response; fuel cell engine; predictive control; proton exchange membrane fuel cell dynamic neural network model; Biomembranes; Delay effects; Fuel cell vehicles; Fuel cells; Neural networks; Power system reliability; Predictive control; Protons; Space vehicles; Vehicle dynamics;
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-3908-9
Electronic_ISBN :
978-1-4244-2386-6
DOI :
10.1109/ISSCAA.2008.4776178