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Volumn 37, Issue 5, 2012, Pages 4280-4289

State-of-health diagnosis based on hamming neural network using output voltage pattern recognition for a PEM fuel cell

Author keywords

Hamming neural network; Pattern recognition; Polymer electrolyte membrane (PEM) fuel cell; State of health (SOH)

Indexed keywords

FUEL CELL MODEL; MODEL PARAMETERS; OUTPUT VOLTAGES; PARAMETER MEASUREMENT; PEM FUEL CELL; POLYMER ELECTROLYTE MEMBRANE (PEM) FUEL CELL; SINGLE CELLS; STATE OF HEALTH;

EID: 84856697110     PISSN: 03603199     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijhydene.2011.11.092     Document Type: Article
Times cited : (69)

References (36)
  • 1
    • 67649616842 scopus 로고    scopus 로고
    • Study of dynamic characteristics of PEM fuel cells by measuring local currents
    • H. Sun, G. Zhang, L. Guo, and H.A. Liu Study of dynamic characteristics of PEM fuel cells by measuring local currents Int J Hydrogen Energy 34 2009 5529 5536
    • (2009) Int J Hydrogen Energy , vol.34 , pp. 5529-5536
    • Sun, H.1    Zhang, G.2    Guo, L.3    Liu, H.A.4
  • 2
    • 79251649501 scopus 로고    scopus 로고
    • Non intrusive diagnosis of polymer electrolyte fuel cells by wavelet packet transform
    • N. Yousfi-Steiner, D. Hissel, Ph Mootéguy, and D. Candusso Non intrusive diagnosis of polymer electrolyte fuel cells by wavelet packet transform Int J Hydrogen Energy 36 2011 740 746
    • (2011) Int J Hydrogen Energy , vol.36 , pp. 740-746
    • Yousfi-Steiner, N.1    Hissel, D.2    Mootéguy, P.3    Candusso, D.4
  • 3
    • 77956390855 scopus 로고    scopus 로고
    • Study of PEM fuel cell performance by electrochemical impedance spectroscopy
    • S. Asghari, A. Mokmeli, and M. Samavati Study of PEM fuel cell performance by electrochemical impedance spectroscopy Int J Hydrogen Energy 35 2010 9283 9290
    • (2010) Int J Hydrogen Energy , vol.35 , pp. 9283-9290
    • Asghari, S.1    Mokmeli, A.2    Samavati, M.3
  • 4
    • 65949113430 scopus 로고    scopus 로고
    • PEFC stacks as power sources for hybrid propulsion systems
    • P. Corbo, F. Migliardini, and O. Veneri PEFC stacks as power sources for hybrid propulsion systems Int J Hydrogen Energy 34 2009 4635 4644
    • (2009) Int J Hydrogen Energy , vol.34 , pp. 4635-4644
    • Corbo, P.1    Migliardini, F.2    Veneri, O.3
  • 5
    • 44749088472 scopus 로고    scopus 로고
    • Advanced DC-DC converter for power conditioning in hydrogen fuel cell systems
    • G. Kovacevic, A. Tenconi, and R. Bojoi Advanced DC-DC converter for power conditioning in hydrogen fuel cell systems Int J Hydrogen Energy 33 2008 3215 3219
    • (2008) Int J Hydrogen Energy , vol.33 , pp. 3215-3219
    • Kovacevic, G.1    Tenconi, A.2    Bojoi, R.3
  • 6
    • 80054034779 scopus 로고    scopus 로고
    • Output-feedback voltage tracking control for input-constrained PEM fuel cell systems
    • P.-C. Chen Output-feedback voltage tracking control for input-constrained PEM fuel cell systems Int J Hydrogen Energy 36 2011 14608 14621
    • (2011) Int J Hydrogen Energy , vol.36 , pp. 14608-14621
    • Chen, P.-C.1
  • 7
    • 42749096470 scopus 로고    scopus 로고
    • An impedance-based predictive control strategy for the state-of-health of PEM fuel cell stacks
    • T. Kurz, A. Hakenjos, J. Krämer, M. Zedda, and C. Agert An impedance-based predictive control strategy for the state-of-health of PEM fuel cell stacks J Power Sources 180 2008 742 747
    • (2008) J Power Sources , vol.180 , pp. 742-747
    • Kurz, T.1    Hakenjos, A.2    Krämer, J.3    Zedda, M.4    Agert, C.5
  • 10
    • 79551471671 scopus 로고    scopus 로고
    • Fuel cells static dynamic characterizations as tools for the estimation of their ageing time
    • R. Onanena, L. Oukhellou, D. Candusso, F. Harel, D. Hissel, and P. Aknin Fuel cells static dynamic characterizations as tools for the estimation of their ageing time Int J Hydrogen Energy 36 2011 1730 1739
    • (2011) Int J Hydrogen Energy , vol.36 , pp. 1730-1739
    • Onanena, R.1    Oukhellou, L.2    Candusso, D.3    Harel, F.4    Hissel, D.5    Aknin, P.6
  • 12
    • 36549023361 scopus 로고    scopus 로고
    • AC impedance technique in PEM fuel cell diagnosis - A review
    • X. Yuan, H. Wang, J. Colin Sun, and J. Zhang AC impedance technique in PEM fuel cell diagnosis - a review Int J Hydrogen Energy 32 2007 4365 4380
    • (2007) Int J Hydrogen Energy , vol.32 , pp. 4365-4380
    • Yuan, X.1    Wang, H.2    Colin Sun, J.3    Zhang, J.4
  • 13
    • 77951023309 scopus 로고    scopus 로고
    • Diagnosis of performance degradation phenomena in PEM fuel cells
    • M.A. Rubio, A. Urquia, and S. Dormido Diagnosis of performance degradation phenomena in PEM fuel cells Int J Hydrogen Energy 35 2010 2586 2590
    • (2010) Int J Hydrogen Energy , vol.35 , pp. 2586-2590
    • Rubio, M.A.1    Urquia, A.2    Dormido, S.3
  • 14
    • 77950690387 scopus 로고    scopus 로고
    • Modeling and fault diagnosis of a Polymer Electrolyte Fuel Cell using electrical equivalent analysis
    • A. Hernandez, D. Hissel, and R. Outbib Modeling and fault diagnosis of a Polymer Electrolyte Fuel Cell using electrical equivalent analysis IEEE Trans Energy Convers 25 1 2010 148 160
    • (2010) IEEE Trans Energy Convers , vol.25 , Issue.1 , pp. 148-160
    • Hernandez, A.1    Hissel, D.2    Outbib, R.3
  • 15
    • 1542273215 scopus 로고    scopus 로고
    • Diagnosis of automotive fuel cell power generators
    • D. Hissel, M.-C. Péra, and J.-M. Kauffmann Diagnosis of automotive fuel cell power generators J Power Sources 128 2004 239 246
    • (2004) J Power Sources , vol.128 , pp. 239-246
    • Hissel, D.1    Péra, M.-C.2    Kauffmann, J.-M.3
  • 16
    • 23844488495 scopus 로고    scopus 로고
    • Rapid (practical) methodology for creation of fuel cell systems models with scalable complexity
    • C. Nitsche, S. Schroedl, W. Weiss, and E. Pucher Rapid (practical) methodology for creation of fuel cell systems models with scalable complexity J Power Sources 145 2005 383 391
    • (2005) J Power Sources , vol.145 , pp. 383-391
    • Nitsche, C.1    Schroedl, S.2    Weiss, W.3    Pucher, E.4
  • 17
    • 15044361491 scopus 로고    scopus 로고
    • Sensitivity analysis of the modeling parameters used in simulation of proton exchange membrane fuel cells
    • J.M. Corrêa, A. Farret, V.A. Popov, and M.G. Simões Sensitivity analysis of the modeling parameters used in simulation of proton exchange membrane fuel cells IEEE Trans Energy Convers 20 1 2005 211 218
    • (2005) IEEE Trans Energy Convers , vol.20 , Issue.1 , pp. 211-218
    • Corrêa, J.M.1    Farret, A.2    Popov, V.A.3    Simões, M.G.4
  • 18
    • 77956061532 scopus 로고    scopus 로고
    • State-space modeling of proton exchange membrane fuel cell
    • S.V. Puranik, Ali Keyhani, and F. Khorrami State-space modeling of proton exchange membrane fuel cell IEEE Trans Energy Convers 25 3 2010 804 813
    • (2010) IEEE Trans Energy Convers , vol.25 , Issue.3 , pp. 804-813
    • Puranik, S.V.1    Keyhani, A.2    Khorrami, F.3
  • 20
    • 79751534610 scopus 로고    scopus 로고
    • Prediction and analysis of the cathode catalyst layer performance of proton exchange membrane fuel cells using artificial neural network and statistical methods
    • N. Khajeh-Hosseini-Dalasm, S. Ahadian, K. Fushinobu, K. Okazaki, and Y. Kawazoe Prediction and analysis of the cathode catalyst layer performance of proton exchange membrane fuel cells using artificial neural network and statistical methods J Power Sources 196 2011 3750 3756
    • (2011) J Power Sources , vol.196 , pp. 3750-3756
    • Khajeh-Hosseini-Dalasm, N.1    Ahadian, S.2    Fushinobu, K.3    Okazaki, K.4    Kawazoe, Y.5
  • 21
    • 77956056380 scopus 로고    scopus 로고
    • Equivalent electrical circuit modeling and performance analysis of a PEM fuel cell stack using impedance spectroscopy
    • A.M. Dhirde, N.V. Dale, H. Salehfar, M.D. Mann, and T.-H. Han Equivalent electrical circuit modeling and performance analysis of a PEM fuel cell stack using impedance spectroscopy IEEE Trans Energy Convers 25 3 2010 778 786
    • (2010) IEEE Trans Energy Convers , vol.25 , Issue.3 , pp. 778-786
    • Dhirde, A.M.1    Dale, N.V.2    Salehfar, H.3    Mann, M.D.4    Han, T.-H.5
  • 23
    • 64449084957 scopus 로고    scopus 로고
    • Thermal coupling of a high temperature PEM fuel cell with a complex hydride tank
    • P. Pfeifer, C. Wall, O. Jensen, H. Hahn, and M. Fichtner Thermal coupling of a high temperature PEM fuel cell with a complex hydride tank Int J Hydrogen Energy 34 2009 3457 3466
    • (2009) Int J Hydrogen Energy , vol.34 , pp. 3457-3466
    • Pfeifer, P.1    Wall, C.2    Jensen, O.3    Hahn, H.4    Fichtner, M.5
  • 24
    • 80054031533 scopus 로고    scopus 로고
    • Sensitivity analysis of temperature uncertainty in an aircraft PEM fuel cell
    • G. Correa, F. Borello, and M. Santarelli Sensitivity analysis of temperature uncertainty in an aircraft PEM fuel cell Int J Hydrogen Energy 36 2011 14745 14758
    • (2011) Int J Hydrogen Energy , vol.36 , pp. 14745-14758
    • Correa, G.1    Borello, F.2    Santarelli, M.3
  • 25
    • 77956376906 scopus 로고    scopus 로고
    • Faghih Imani. A diagnosis method for identification of the detected cell(s) in the PEM fuel cells
    • M.R. Ashraf Khorasani, S. Asghari, A. Mokmeli, and M.H. Shahsamandi Faghih Imani. A diagnosis method for identification of the detected cell(s) in the PEM fuel cells Int J Hydrogen Energy 35 2010 9269 9275
    • (2010) Int J Hydrogen Energy , vol.35 , pp. 9269-9275
    • Ashraf Khorasani, M.R.1    Asghari, S.2    Mokmeli, A.3    Shahsamandi, M.H.4
  • 26
    • 77950298933 scopus 로고    scopus 로고
    • Experimental investigation of PEM fuel cell aging under current cycling segmented fuel cell
    • F.-B. Weng, C.-Y. Hsu, and C.-W. Li Experimental investigation of PEM fuel cell aging under current cycling segmented fuel cell Int J Hydrogen Energy 35 2010 3664 3675
    • (2010) Int J Hydrogen Energy , vol.35 , pp. 3664-3675
    • Weng, F.-B.1    Hsu, C.-Y.2    Li, C.-W.3
  • 27
    • 57949091575 scopus 로고    scopus 로고
    • A review of accelerated stress tests of MEA durability in PEM fuel cells
    • S. Zhang, X. Yuan, H. Wang, W. Mérida, H. Zhu, and J. Shen A review of accelerated stress tests of MEA durability in PEM fuel cells Int J Hydrogen Energy 34 2009 388 404
    • (2009) Int J Hydrogen Energy , vol.34 , pp. 388-404
    • Zhang, S.1    Yuan, X.2    Wang, H.3    Mérida, W.4    Zhu, H.5    Shen, J.6
  • 28
    • 24344484393 scopus 로고    scopus 로고
    • Generalized Hamming networks and applications
    • K. Koutroumbas, and N. Kalouptsidis Generalized Hamming networks and applications Neural Networks 18 7 2005 896 913
    • (2005) Neural Networks , vol.18 , Issue.7 , pp. 896-913
    • Koutroumbas, K.1    Kalouptsidis, N.2
  • 29
    • 34447631338 scopus 로고    scopus 로고
    • Capacity analysis for a two-level decoupled Hamming network for associative memory under a noisy environment
    • L. Chen, N. Tokuda, and A. Nagaim Capacity analysis for a two-level decoupled Hamming network for associative memory under a noisy environment Neural Networks 20 5 2007 598 609
    • (2007) Neural Networks , vol.20 , Issue.5 , pp. 598-609
    • Chen, L.1    Tokuda, N.2    Nagaim, A.3
  • 30
    • 0029191707 scopus 로고
    • A single-iteration threshold Hamming network
    • I. Meilijon, E. Ruppin, and M. Sipper A single-iteration threshold Hamming network IEEE Trans Neural Net 6 1 1995 261 266
    • (1995) IEEE Trans Neural Net , vol.6 , Issue.1 , pp. 261-266
    • Meilijon, I.1    Ruppin, E.2    Sipper, M.3
  • 32
    • 0028426382 scopus 로고
    • Qualitative analysis of the parallel and asynchronous modes of the Hamming network
    • K. Koutroumbas, and N. Kalouptsidis Qualitative analysis of the parallel and asynchronous modes of the Hamming network IEEE Trans Neural Net 5 3 1994 380 391
    • (1994) IEEE Trans Neural Net , vol.5 , Issue.3 , pp. 380-391
    • Koutroumbas, K.1    Kalouptsidis, N.2
  • 34
    • 0036525984 scopus 로고    scopus 로고
    • Simulation of a small wind fuel cell hybrid energy system
    • M.T. Iqbal Simulation of a small wind fuel cell hybrid energy system Renew Energy 28 4 2003 511 522
    • (2003) Renew Energy , vol.28 , Issue.4 , pp. 511-522
    • Iqbal, M.T.1
  • 35
    • 20544442501 scopus 로고    scopus 로고
    • Dynamic models and model validation for PEM fuel cells using electrical circuits
    • C. Wang, M. Hashem Nehrir, and S.R. Shaw Dynamic models and model validation for PEM fuel cells using electrical circuits IEEE Trans Energy Convers 20 2 2005 442 451
    • (2005) IEEE Trans Energy Convers , vol.20 , Issue.2 , pp. 442-451
    • Wang, C.1    Hashem Nehrir, M.2    Shaw, S.R.3
  • 36
    • 79951955931 scopus 로고    scopus 로고
    • PEM fuel cell stack modeling for real-time emulation in hardware-in-the-loop applications
    • F. Gao, B. Blunier, M.G. Simões, and A. Miraoui PEM fuel cell stack modeling for real-time emulation in hardware-in-the-loop applications IEEE Trans Energy Convers 26 1 2011 184 194
    • (2011) IEEE Trans Energy Convers , vol.26 , Issue.1 , pp. 184-194
    • Gao, F.1    Blunier, B.2    Simões, M.G.3    Miraoui, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.