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Volumn , Issue , 2010, Pages

Diagnosis of a fuel cell stack using electrochemical impedance spectroscopy and bayesian networks

Author keywords

Bayesian network; Diagnosis; Electrochemical impedance spectroscopy; Fuel cell; Probabilistic method

Indexed keywords

CELL ASSEMBLY; COMMON MODE; FUEL CELL STACK; GALVANOSTATIC MODE; IMPEDANCE MEASUREMENT; IMPEDANCE SPECTROMETER; NOVEL ARCHITECTURE; PROBABILISTIC METHODS; PROTON EXCHANGE MEMBRANE FUEL CELL STACKS; TEST RESULTS;

EID: 79953157261     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VPPC.2010.5729184     Document Type: Conference Paper
Times cited : (35)

References (36)
  • 2
    • 65049089830 scopus 로고    scopus 로고
    • Powering Sustainable Mobility: Roadmaps of Electric, Hybrid, and Fuel Cell Vehicles
    • Apr.
    • C. C. Chan, Y. S. Wong, A. Bouscayrol, and Keyu Chen, "Powering Sustainable Mobility: Roadmaps of Electric, Hybrid, and Fuel Cell Vehicles," Proc. IEEE, vol 97, no. 4, pp. 603-607, Apr. 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.4 , pp. 603-607
    • Chan, C.C.1    Wong, Y.S.2    Bouscayrol, A.3    Chen, K.4
  • 3
    • 44349188140 scopus 로고    scopus 로고
    • PEM Fuel Cells Modeling and Analysis Through Current and Voltage Transient Behaviors
    • June
    • K.P. Adzakpa, K. Agbossou, Y. Dube, M. Dostie, M. Fournier, and A. Poulin, "PEM Fuel Cells Modeling and Analysis Through Current and Voltage Transient Behaviors," IEEE Trans. Energy Convers., vol. 23, no. 2, pp. 581-591, June 2008.
    • (2008) IEEE Trans. Energy Convers. , vol.23 , Issue.2 , pp. 581-591
    • Adzakpa, K.P.1    Agbossou, K.2    Dube, Y.3    Dostie, M.4    Fournier, M.5    Poulin, A.6
  • 4
    • 44449130463 scopus 로고    scopus 로고
    • An Improved Battery Characterization Method Using a Two-Pulse Load Test
    • June
    • M. Coleman, W.G. Hurley, and Chin Kwan Lee, "An Improved Battery Characterization Method Using a Two-Pulse Load Test," IEEE Trans. Energy Convers., vol. 23, no. 2, pp. 708-713, June 2008.
    • (2008) IEEE Trans. Energy Convers. , vol.23 , Issue.2 , pp. 708-713
    • Coleman, M.1    Hurley, W.G.2    Lee, C.K.3
  • 5
    • 24644507286 scopus 로고    scopus 로고
    • Fuel-Cell Parameter Estimation and Diagnostics
    • Sept
    • A. Forrai, H. Funato, Y. Yanagita, and Y. Kato, "Fuel-Cell Parameter Estimation and Diagnostics," IEEE Trans. Energy Convers., vol. 20, no. 3, pp. 668-675, Sept 2005.
    • (2005) IEEE Trans. Energy Convers. , vol.20 , Issue.3 , pp. 668-675
    • Forrai, A.1    Funato, H.2    Yanagita, Y.3    Kato, Y.4
  • 6
    • 0346487410 scopus 로고    scopus 로고
    • Electrochemical evaluation of single cell in phosphoric acid fuel cell by ac impedance technique
    • R. H. Song, D. J. Kim, C. S. Kim, and D. R. Shin, "Electrochemical evaluation of single cell in phosphoric acid fuel cell by ac impedance technique," J. New Mater. Electrochem. Syst., vol. 4, no. 1, pp. 47-50, 2001.
    • (2001) J. New Mater. Electrochem. Syst. , vol.4 , Issue.1 , pp. 47-50
    • Song, R.H.1    Kim, D.J.2    Kim, C.S.3    Shin, D.R.4
  • 7
    • 33750946385 scopus 로고    scopus 로고
    • AC impedance diagnosis of a 500 W PEM fuel cell stack: Part 1: Stack impedance
    • Oct.
    • X. Yuan, J. C. Sun, M. Blanco, H. Wang, J. Zhang, and D. P. Wilkinson, "AC impedance diagnosis of a 500 W PEM fuel cell stack: Part 1: stack impedance," J. Power Sources, vol. 161, no. 2, pp. 920-928, Oct. 2006.
    • (2006) J. Power Sources , vol.161 , Issue.2 , pp. 920-928
    • Yuan, X.1    Sun, J.C.2    Blanco, M.3    Wang, H.4    Zhang, J.5    Wilkinson, D.P.6
  • 8
    • 58049103025 scopus 로고    scopus 로고
    • Development and Future Issues of High Voltage Systems for FCV
    • Apr.
    • K. Okura, "Development and Future Issues of High Voltage Systems for FCV," Proc. IEEE, vol. 95, no. 4, pp. 790-795, Apr. 2007.
    • (2007) Proc. IEEE , vol.95 , Issue.4 , pp. 790-795
    • Okura, K.1
  • 10
    • 33947411454 scopus 로고    scopus 로고
    • Energy management strategy for embedded fuel cell system using fuzzy logic
    • Feb.
    • M. Tekin, D. Hissel, M.-C. Péra, and J.-M. Kauffmann, "Energy management strategy for embedded fuel cell system using fuzzy logic," IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 595-603, Feb. 2007.
    • (2007) IEEE Trans. Ind. Electron. , vol.54 , Issue.1 , pp. 595-603
    • Tekin, M.1    Hissel, D.2    Péra, M.-C.3    Kauffmann, J.-M.4
  • 11
    • 79953140943 scopus 로고    scopus 로고
    • Study of temperature, air dew point temperature and reactant flow effects on PEMFC performances using electrochemical spectroscopy and voltammetry techniques
    • In Press, Accepted Manuscript, Available online 6 Sep.
    • S. Wasterlain, D. Candusso, D. Hissel, F. Harel, P. Bergman, P. Menard, and M. Anwar, "Study of temperature, air dew point temperature and reactant flow effects on PEMFC performances using electrochemical spectroscopy and voltammetry techniques," J Power Sources, In Press, Accepted Manuscript, Available online 6 Sep. 2009.
    • (2009) J Power Sources
    • Wasterlain, S.1    Candusso, D.2    Hissel, D.3    Harel, F.4    Bergman, P.5    Menard, P.6    Anwar, M.7
  • 14
    • 58249141764 scopus 로고    scopus 로고
    • EIS-assisted performance analysis of non-noble metal electrocatalyst (Fe-N/C)-based PEM fuel cells in the temperature range of 23-80 C
    • Feb.
    • J. Zhang, L. Zhang, C. W. B. Bezerra, H. Li, Z. Xia, J. Zhang, A. L. B. Marques, E. P. Marques, "EIS-assisted performance analysis of non-noble metal electrocatalyst (Fe-N/C)-based PEM fuel cells in the temperature range of 23-80 C," Electrochimica Acta, vol. 54, no. 6, pp. 1737-1743, Feb. 2009.
    • (2009) Electrochimica Acta , vol.54 , Issue.6 , pp. 1737-1743
    • Zhang, J.1    Zhang, L.2    Bezerra, C.W.B.3    Li, H.4    Xia, Z.5    Zhang, J.6    Marques, A.L.B.7    Marques, E.P.8
  • 15
    • 0035917297 scopus 로고    scopus 로고
    • Effect of membrane characteristics and humidification conditions on the impedance response of polymer electrolyte fuel cells
    • Apr.
    • T. J. P. Freire, and E.R. Gonzalez, "Effect of membrane characteristics and humidification conditions on the impedance response of polymer electrolyte fuel cells," J. Electroanalytical Chemistry, vol. 503, no. 1-2, pp. 57-68, Apr. 2001.
    • (2001) J. Electroanalytical Chemistry , vol.503 , Issue.1-2 , pp. 57-68
    • Freire, T.J.P.1    Gonzalez, E.R.2
  • 16
    • 0035304781 scopus 로고    scopus 로고
    • Characterization of CO tolerance of PEMFC by ac impedance spectroscopy
    • Apr.
    • J. D. Kim, Y.-Il. Park, K. Kobayashi, M. Nagai, and M. Kunimatsu, "Characterization of CO tolerance of PEMFC by ac impedance spectroscopy," Solid State Ionics, vol. 140, no. 3-4, pp. 313-325, Apr. 2001.
    • (2001) Solid State Ionics , vol.140 , Issue.3-4 , pp. 313-325
    • Kim, J.D.1    Park, Y.-Il.2    Kobayashi, K.3    Nagai, M.4    Kunimatsu, M.5
  • 17
    • 0035251034 scopus 로고    scopus 로고
    • Optimal composition of polymer electrolyte fuel cell electrodes determined by the AC impedance method
    • Feb.
    • J. M. Song, S. Y. Cha, and W. M. Lee, "Optimal composition of polymer electrolyte fuel cell electrodes determined by the AC impedance method," J. Power Sources, vol. 94, no. 1, pp. 78-84, Feb. 2001.
    • (2001) J. Power Sources , vol.94 , Issue.1 , pp. 78-84
    • Song, J.M.1    Cha, S.Y.2    Lee, W.M.3
  • 19
    • 36549008090 scopus 로고    scopus 로고
    • AC impedance characteristics of a 2 kW PEM fuel cell stack under different operating conditions and load changes
    • Dec.
    • X. Yan, M. Hou, L. Sun, D. Liang, Q. Shen, H. Xu, P. Ming, and B. Yi, "AC impedance characteristics of a 2 kW PEM fuel cell stack under different operating conditions and load changes," International Journal of Hydrogen Energy, vol. 32, no. 17, pp. 4358-4364, Dec. 2007.
    • (2007) International Journal of Hydrogen Energy , vol.32 , Issue.17 , pp. 4358-4364
    • Yan, X.1    Hou, M.2    Sun, L.3    Liang, D.4    Shen, Q.5    Xu, H.6    Ming, P.7    Yi, B.8
  • 20
    • 33750941554 scopus 로고    scopus 로고
    • AC impedance diagnosis of a 500 W PEM fuel cell stack: Part 2: Individual cell impedance
    • Oct.
    • X. Yuan, J. C. Sun, H. Wang, J. Zhang, and D.P. Wilkinson, "AC impedance diagnosis of a 500 W PEM fuel cell stack: Part 2: individual cell impedance," J. Power Sources, vol. 161, no. 2, pp. 929-937, Oct. 2006
    • (2006) J. Power Sources , vol.161 , Issue.2 , pp. 929-937
    • Yuan, X.1    Sun, J.C.2    Wang, H.3    Zhang, J.4    Wilkinson, D.P.5
  • 21
    • 33748974959 scopus 로고    scopus 로고
    • Characterisation of proton exchange membrane fuel cell (PEMFC) failures via electrochemical impedance spectroscopy
    • Oct.
    • W. Mérida, D. A Harrington, J. M Le Canut, and G. Mclean, "Characterisation of proton exchange membrane fuel cell (PEMFC) failures via electrochemical impedance spectroscopy," J. Power Sources, vol. 161, no. 1, pp. 264-274, Oct. 2006
    • (2006) J. Power Sources , vol.161 , Issue.1 , pp. 264-274
    • Mérida, W.1    Harrington, D.A.2    Le Canut, J.M.3    Mclean, G.4
  • 22
    • 61649088088 scopus 로고    scopus 로고
    • Modeling and Dynamic Characteristic Simulation of a Proton Exchange Membrane Fuel Cell
    • March
    • J. Jia, Y. Wang, Q. Li, Y.T. Cham, and M. Han, "Modeling and Dynamic Characteristic Simulation of a Proton Exchange Membrane Fuel Cell," IEEE Trans. Energy Convers., vol. 24, no. 1, pp. 283-291, March 2009.
    • (2009) IEEE Trans. Energy Convers. , vol.24 , Issue.1 , pp. 283-291
    • Jia, J.1    Wang, Y.2    Li, Q.3    Cham, Y.T.4    Han, M.5
  • 23
    • 33845651955 scopus 로고    scopus 로고
    • Dynamic modeling, design, and simulation of a combined PEM fuel cell and ultracapacitor system for stand-alone residential applications
    • Sept
    • M. Uzunoglu, and M.S. Alam, "Dynamic modeling, design, and simulation of a combined PEM fuel cell and ultracapacitor system for stand-alone residential applications," IEEE Trans. Energy Convers., vol. 21, no. 3, pp. 767-775, Sept 2006.
    • (2006) IEEE Trans. Energy Convers. , vol.21 , Issue.3 , pp. 767-775
    • Uzunoglu, M.1    Alam, M.S.2
  • 24
    • 3543061115 scopus 로고    scopus 로고
    • Effects of Nafion® Dehydration in PEM Fuel Cells
    • Oct.
    • M. Ciureanu, "Effects of Nafion® Dehydration in PEM Fuel Cells," Journal of Applied Electrochemistry, vol. 34, no. 7, pp 705-714, Oct. 2004.
    • (2004) Journal of Applied Electrochemistry , vol.34 , Issue.7 , pp. 705-714
    • Ciureanu, M.1
  • 26
    • 48149104057 scopus 로고    scopus 로고
    • Analysis of flooding as a stochastic process in polymer electrolyte membrane (PEM) fuel cells by impedance techniques
    • September
    • S. K. Roy, and Mark E. Orazem, "Analysis of flooding as a stochastic process in polymer electrolyte membrane (PEM) fuel cells by impedance techniques", Journal of Power Sources, Vol. 184, no. 1, pp. 212-219, September 2008.
    • (2008) Journal of Power Sources , vol.184 , Issue.1 , pp. 212-219
    • Roy, S.K.1    Orazem, M.E.2
  • 29
    • 0022030170 scopus 로고
    • Convice: A conversational inference consolidation, engine
    • April
    • J. Kim and J. Pearl, "Convice: a conversational inference consolidation", engine. IEEE Trans. on Systems, Man and Cybernetics, Vol. 17, no. 2, pp. 120-132, April 1987.
    • (1987) IEEE Trans. on Systems, Man and Cybernetics , vol.17 , Issue.2 , pp. 120-132
    • Kim, J.1    Pearl, J.2
  • 31
    • 55349129269 scopus 로고    scopus 로고
    • Design and validation of a 2 kW,Fuel Cell Test Bench for Subfreezing Studies
    • S.Bégot, F. Harel, J.M Kauffmann, and M.C Péra, "Design and validation of a 2 kW,Fuel Cell Test Bench for Subfreezing Studies", Fuel cells, Vol. 8, no.1, pp. 23-32, 2008.
    • (2008) Fuel Cells , vol.8 , Issue.1 , pp. 23-32
    • Bégot, S.1    Harel, F.2    Kauffmann, J.M.3    Péra, M.C.4
  • 32
    • 0026880981 scopus 로고
    • The Platinum Microelectrode/Nafion Interface: An Electrochemical Impedance Spectroscopic Analysis of Oxygen Reduction Kinetics and Nafion Characteristics
    • June
    • A. Parthasarathy, B. Dave, S. Srinivasan and A.J. Appleby, "the Platinum Microelectrode/Nafion Interface: An Electrochemical Impedance Spectroscopic Analysis of Oxygen Reduction Kinetics and Nafion Characteristics", Journal of Electrochemical Society, Vol. 139, no. 6, pp. 1634-1641, June 1992.
    • (1992) Journal of Electrochemical Society , vol.139 , Issue.6 , pp. 1634-1641
    • Parthasarathy, A.1    Dave, B.2    Srinivasan, S.3    Appleby, A.J.4
  • 33
    • 0033365156 scopus 로고    scopus 로고
    • Electrochemical impedance of the cathode catalyst layer in polymer electrolyte fuel cells
    • October
    • M. Eikerling and A.A. Kornyshev, "Electrochemical impedance of the cathode catalyst layer in polymer electrolyte fuel cells", Journal of Electrochemical Society, Vol. 475, no. 2, pp. 107-123, October 1999.
    • (1999) Journal of Electrochemical Society , vol.475 , Issue.2 , pp. 107-123
    • Eikerling, M.1    Kornyshev, A.A.2
  • 34
    • 0035917297 scopus 로고    scopus 로고
    • Effect of membrane characteristics and humidification conditions on the impedance response of polymer electrolyte fuel cells
    • April
    • T.J.P. Freire and E.R. Gonzalez, "Effect of membrane characteristics and humidification conditions on the impedance response of polymer electrolyte fuel cells", Journal of Electrochemical Society, Vol. 503, no. 1-2, pp. 57-68, April 2001.
    • (2001) Journal of Electrochemical Society , vol.503 , Issue.1-2 , pp. 57-68
    • Freire, T.J.P.1    Gonzalez, E.R.2
  • 36
    • 0031312210 scopus 로고    scopus 로고
    • Split selection methods for classification trees
    • W.Y. Loh, and Y.S. Shih, "Split selection methods for classification trees", Statistica Sinica, Vol. 7, pp. 815-840, 1997.
    • (1997) Statistica Sinica , vol.7 , pp. 815-840
    • Loh, W.Y.1    Shih, Y.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.