Miso model identification of proton exchange membrane fuel cell (PEM-FC) using least-square method

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper presents a dynamic model of Polymer Electrolyte Membrane Fuel Cell (PEM FC) as a MISO system using an identification model. The actual PEMFC system is represented in a non linear mathematical model. By identifying the non linear model with Least Square Method, a linear state space model is generated, with and without compensation vector. Another model is derived from linearization in the operating conditions of PEMFC. The Voltage-Current characteristics of each PEMFC models are generated from simulation results, and are compared. It can be seen that the best model is the linear model with compensation vector, since its characteristic is very similar with the typical characteristic of PEMFC. Its Criterion Function of 0.0142 is the smallest among the other models. The smaller the Criterion Function, the model can represent the actual system more accurate. The resulting model can be used for model-based control system.

Original languageEnglish
Title of host publicationInternational Workshop on Advanced Material for New and Renewable Energy, AMNRE
Pages265-274
Number of pages10
DOIs
Publication statusPublished - 30 Nov 2009
EventInternational Workshop on Advanced Material for New and Renewable Energy, AMNRE - Jakarta, Indonesia
Duration: 9 Jun 200911 Jun 2009

Publication series

NameAIP Conference Proceedings
Volume1169
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

ConferenceInternational Workshop on Advanced Material for New and Renewable Energy, AMNRE
Country/TerritoryIndonesia
CityJakarta
Period9/06/0911/06/09

Keywords

  • Fuel cell
  • Identification
  • Least square
  • Linearization

Fingerprint

Dive into the research topics of 'Miso model identification of proton exchange membrane fuel cell (PEM-FC) using least-square method'. Together they form a unique fingerprint.

Cite this