DocumentCode
2891395
Title
Data based modeling for PEM fuel cell monitoring — a test bench application, Part I
Author
Schrems, Andrea ; Pichler, Kurt ; Steinmaurer, Gerald ; Wahlmüller, Ewald
Author_Institution
Inst. for Design & Control of Mechatronical Syst., Johannes Kepler Univ., Linz
fYear
2008
fDate
3-5 Sept. 2008
Firstpage
262
Lastpage
267
Abstract
A data based modeling procedure for PEM (proton exchange membrane) fuel cell monitoring is presented. Assuming a black box system a set of prediction models is generated by extracting the relevant information from measured data. The models are used both for fault detection and isolation. The overall goal is the verification of fuel cell characteristics on a test bench to provide a diagnostic tool to ensure the safe and economic operation of the system. Some application results are shown.
Keywords
database management systems; power engineering computing; proton exchange membrane fuel cells; PEM fuel cell monitoring; black box system; data based modeling; fault detection; fault isolation; proton exchange membrane fuel cell monitoring; Biomembranes; Data mining; Economic forecasting; Fault detection; Fuel cells; Fuel economy; Monitoring; Predictive models; Protons; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications, 2008. CCA 2008. IEEE International Conference on
Conference_Location
San Antonio, TX
Print_ISBN
978-1-4244-2222-7
Electronic_ISBN
978-1-4244-2223-4
Type
conf
DOI
10.1109/CCA.2008.4629653
Filename
4629653
Link To Document