The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL
Transactions ID Number: 32-272
Full Name: Khaled Mammar
Position: Assistant
Age: ON
Sex: Male
Address: University of Bechar ,Bp 417,Bechar A Neural Network Modeling and Fuzzy logic Control of PEM fuel cell System Power Generation for Residential Application8000, Algeria
Country: ALGERIA
Tel: +213 0772477369
Tel prefix: +213049816931
Fax:
E-mail address: mammar.univ.dz@gmail.com
Other E-mails: mammarlkhaled2@yahoo.fr
Title of the Paper: A Neural Network Modeling and Fuzzy logic Control of PEM fuel cell System Power Generation for Residential Application
Authors as they appear in the Paper: Khaled Mammar, Abdelkader Chaker
Email addresses of all the authors: (mammar.univ.dz@gmail.com), (chakeraa@yahoo.fr)
Number of paper pages: 12
Abstract: In this paper, a neural network model of the proton exchange membrane (PEM) fuel cells is proposed. Various ANN approaches have been tested; the back-propagation feed-forward networks show satisfactory performance with regard to cell voltage prediction. The model is then used in a power system for residential application. The models of fuel cell system proposed include an ANN fuel cell stack model, reformer model and DC/AC inverter model. Furthermore a fuzzy logic (FLC) controller is used to control active power of PEM fuel cell system. The controller modifies the hydrogen flow feedback from the terminal load. Simulation results confirmed the high performance capability of the fuzzy logic controller to control power generation.
Keywords: Polymer-electrolyte fuel cell, Dynamic model; Residential power; Neural network modelling; Fuzzy controller.
EXTENSION of the file: .pdf
Special (Invited) Session:
Organizer of the Session:
How Did you learn about congress:
IP ADDRESS: 41.200.243.87
