Title :
Fuzzy-based modelling technique for PEMFC electrical power generation systems emulation
Author :
Ramos-Paja, C.A. ; Romero, A. ; Giral, R. ; Vidal-Idiarte, E. ; Martinez-Salamero, L.
Author_Institution :
Dept. of Electron., Electr. & Autom. Control Eng., Univ. Rovira i Virgili, Tarragona
fDate :
5/1/2009 12:00:00 AM
Abstract :
A fuzzy-based technique for modelling both static and dynamic responses of the voltage in proton exchange membrane fuel cell energy power generation systems (PEMFC-EPGS) is presented. Based on dynamical effects present on the PEMFC, the technique requires lower calculation capacity than complex physical models. This modelling technique is validated by developing a fuzzy-based model of a user-designed PEMFC-EPGS comparing its accuracy and calculation time to a previously parameterised physical model. The technique is intended to support the design and simulation of control strategies and the development of PEMFC-EPGS models and hardware emulators. The simple structure of the models obtained with the technique results in a small calculation processing demand, this being an effective option for real-time and embedded implementations. Finally, the development and experimental validation of a fuzzy-based model in a low-cost emulator is presented. This emulator permits to evaluate control strategies and the behaviour of power systems interacting with the PEMFC-EPGS dynamics.
Keywords :
fuel cell power plants; fuzzy set theory; proton exchange membrane fuel cells; PEMFC electrical power generation systems emulation; fuzzy-based modelling technique; proton exchange membrane fuel cell;
Journal_Title :
Power Electronics, IET
DOI :
10.1049/iet-pel.2008.0008