Optimal Control of Proton Exchange Membrane Fuel Cell Based on Particle Swarm Optimization and Genetic Algorithm

A. REZAZADEH; M. SEDİGHİZADEH; A. ASKARZADEH

Makale detayları

Optimal Control of Proton Exchange Membrane Fuel Cell Based on Particle Swarm Optimization and Genetic Algorithm

Yazarlar:

A. REZAZADEH | M. SEDİGHİZADEH | A. ASKARZADEH

Yayıncı:

Akdeniz University

Dergi:

International Journal of Engineering and Applied Sciences 2009 Vol.1 Issue 3, pp.44-51

Belge Tipi:

Makale

Yayın Tarihi:

8/2009

Belge Dili:

Türkçe

Document ID (Org No.):

2000460026

Sıklık:

Üç Aylık

eISSN:

1309-0267

Özet:

 

Since the operation of a Proton Exchange Membrane Fuel Cell (PEMFC) is extremely nonlinear process as well as its parameters change when it is operating, a designer can’t easily to control it; accordingly conventional controllers cannot satisfy the control objectives as well as the intelligent controllers. Thus, in this paper an intelligent controller is proposed for fuel cell stack control system based on Particle Swarm Optimization (PSO). In order to analyze the efficiency of this method, the results are compared with other intelligent controller based on Genetic Algorithm (GA). The simulation results demonstrate the high performance capability of both proposed controllers in terms of precise and convergence speed.

Makale detayları

Optimal Control of Proton Exchange Membrane Fuel Cell Based on Particle Swarm Optimization and Genetic Algorithm

Yazarlar: A. REZAZADEH | M. SEDİGHİZADEH | A. ASKARZADEH

Yayıncı: Akdeniz University

Dergi: International Journal of Engineering and Applied Sciences 2009 Vol.1 Issue 3, pp.44-51

Belge Tipi: Makale

Yayın Tarihi: 8/2009

Belge Dili: Türkçe

Document ID (Org No.): 2000460026

Sıklık: Üç Aylık

eISSN: 1309-0267

Sayı

Yazarlar:

A. REZAZADEH | M. SEDİGHİZADEH | A. ASKARZADEH

Yayıncı:

Akdeniz University

Dergi:

International Journal of Engineering and Applied Sciences 2009 Vol.1 Issue 3, pp.44-51

Belge Tipi:

Makale

Yayın Tarihi:

8/2009

Belge Dili:

Türkçe

Document ID (Org No.):

2000460026

Sıklık:

Üç Aylık

eISSN:

1309-0267