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
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;
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
DOI :
10.1109/CCA.2008.4629653
