최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기한국수소 및 신에너지학회 논문집 = Transactions of the Korean Hydrogen and New Energy Society, v.34 no.5, 2023년, pp.478 - 489
구태형 (한국전기연구원 전기모빌리티연구단 수소전기연구팀) , 고락길 (한국전기연구원 전기모빌리티연구단 수소전기연구팀) , 노현우 (한국전기연구원 전기모빌리티연구단 수소전기연구팀) , 서영민 (한국전기연구원 전기모빌리티연구단 수소전기연구팀) , 하동우 (한국전기연구원 전기모빌리티연구단 수소전기연구팀) , 현대일 (국립공주대학교 미래자동차공학과) , 한재영 (국립공주대학교 미래자동차공학과)
In this study, fault diagnosis and detection methods developed to ensure the reliability of polymer electrolyte membrane (PEM) hydrogen electrolysis systems have been proposed. The proposed method consists of model development and data generation of the PEM hydrogen electrolysis system, and data-dri...
A. Kazim and T. N. Veziroglu, "Utilization of solar-hydrogen?energy in the UAE to maintain its share in the world energy?market for the 21st century", Renewable Energy, Vol. 24,?No. 2, 2001, pp. 259-274, doi: https://doi.org/10.1016/S0960-1481(00)00199-3.?
S. A. Grigoriev, V. I. Porembsky, and V. N. Fateev, "Pure hydrogen production by PEM electrolysis for hydrogen energy",?International Journal of Hydrogen Energy, Vol. 31, No. 2,?2006, pp. 171-175, doi: https://doi.org/10.1016/j.ijhydene.2005.04.038.?
J. P. Masson, R. Molina, E. Roth, G. Gaussens, and F. Lemaire,?"Obtention and evaluation of polyethylene-based solid polymer electrolyte membranes for hydrogen production", International Journal of Hydrogen Energy, Vol. 7, No. 2, 1982,?pp. 167-171, doi: https://doi.org/10.1016/0360-3199(82)90143-4.?
M. Kheirrouz, F. Melino, and M. A. Ancona, "Fault detection?and diagnosis methods for green hydrogen production: a review", International Journal of Hydrogen Energy, Vol. 47,?No. 65, 2022, pp. 27747-27774, doi: https://doi.org/10.1016/j.ijhydene.2022.06.115.?
H. Kojima, K. Nagasawa, N. Todoroki, Y. Ito, T. Matsui, and?R. Nakajima, "Influence of renewable energy power fluctuations on water electrolysis for green hydrogen production",?International Journal of Hydrogen Energy, Vol. 48, No. 12,?2023, pp. 4572-4593, doi: https://doi.org/10.1016/j.ijhydene.2022.11.018.?
S. S. Kumar and V. Himabindu, "Hydrogen production by?PEM water electrolysis - a review", Materials Science for?Energy Technologies, Vol. 2, No. 3, 2019, pp. 442-454, doi:?https://doi.org/10.1016/j.mset.2019.03.002.?
G. S. Ogumerem and E. N. Pistikopoulos, "Parametric optimization and control for a smart proton exchange membrane water electrolysis (PEMWE) system", Journal of?Process Control, Vol. 91, 2020, pp. 37-49, doi: https://doi.org/10.1016/j.jprocont.2020.05.002.?
U. Babic, M. Suermann, F. N. Buchi, L. Gubler, and T. J.?Schmidt, "Critical review-identifying critical gaps for polymer electrolyte water electrolysis development", Journal of?The Electrochemical Society, Vol. 164, No. 4, 2017, pp.?F387, doi: https://doi.org/10.1149/2.1441704jes.?
M. Chandesris, V. Medeau, N. Guillet, S. Chelghoum, D. Thoby, and F. Fouda-Onana, "Membrane degradation in PEM?water electrolyzer: numerical modeling and experimental?evidence of the influence of temperature and current density",?International Journal of Hydrogen Energy, Vol. 40, No. 3,?2015, pp. 1353-1366, doi: https://doi.org/10.1016/j.ijhydene.2014.11.111.?
A. Laconti, H. Liu, C. Mittelsteadt, and R. McDonald,?"Polymer electrolyte membrane degradation mechanisms?in fuel cells - findings over the past 30 years and comparison?with electrolyzers", ECS Transactions, Vol. 1, No. 8, 2006,?pp. 199, doi: https://doi.org/10.1149/1.2214554.?
H. Ito, T. Maeda, A. Nakano, and H. Takenaka, "Properties?of nafion membranes under PEM water electrolysis conditions", International Journal of Hydrogen Energy, Vol. 36,?No. 17, 2011, pp. 10527-10540, doi: https://doi.org/10.1016/j.ijhydene.2011.05.127.?
S. A. Grigoriev, K. A. Dzhus, D. G. Bessarabov, and P. Millet,?"Failure of PEM water electrolysis cells: case study involving?anode dissolution and membrane thinning", International?Journal of Hydrogen Energy, Vol. 39, No. 35, 2014, pp. 20440-20446, doi: https://doi.org/10.1016/j.ijhydene.2014.05.043.?
S. Oh, B. Hwang, M. Lee, D. Lee, and K. Park, "Comparison?of hydrogen crossover current density by analysis method?of linear sweep voltammetry (LSV) in proton exchange membrane fuel cells", Korean Chemical Engineering Research,?Vol. 2018, Vol. 56, No. 2, pp. 151-155, doi: https://doi.org/10.9713/kcer.2018.56.2.151.?
H. Oh, W. Y. Lee, J. Won, M. Kim, Y. Y. Choi, and S. B. Han,?"Residual-based fault diagnosis for thermal management?systems of proton exchange membrane fuel cells", Applied?Energy, Vol. 277, 2020, pp. 115568, doi: https://doi.org/10.1016/j.apenergy.2020.115568.?
O. Prakash, S. Sood, M. Boukerdja, B. Ould-Bouamama, J.?Y. Dieulot, A. L. Gehin, and M. Bressel, "A model-based prognosis approach to proton exchange membrane water electrolysis system", 2021 European Control Conference (ECC);?2021 Jun 29-Jul 2; Delft, Netherlands. New York: IEEE; c2021.?pp. 2133-2138, doi: https://doi.org/10.23919/ECC54610.2021.9654858.?
F. Aubras, C. Damour, M. Benne, S. Boulevard, M. Bessafi,?B. Grondin-Perez, A. J. J. Kadjo, and J. Deseure, "A non-intrusive signal-based fault diagnosis method for proton exchange membrane water electrolyzer using empirical mode?decomposition", Energies, Vol. 14, No. 15, 2021, pp. 4458,?doi: https://doi.org/10.3390/en14154458.?
B. Han, S. M. Steen III, J. Mo, and F. Y. Zhang, "Electrochemical performance modeling of a proton exchange membrane electrolyzer cell for hydrogen energy", International Journal of Hydrogen Energy, Vol. 40, No. 22, 2015, pp. 7006-7016, doi: https://doi.org/10.1016/j.ijhydene.2015.03.164.
F. M. Nafchi, E. Afshari, E. Baniasadi, and N. Javani, "A parametric study of polymer membrane electrolyser performance, energy and exergy analyses", International Journal of?Hydrogen Energy, Vol. 44, No. 34, 2019, pp. 18662-18670,?doi: https://doi.org/10.1016/j.ijhydene.2018.11.081.?
E. T. Ojong, J. T. H. Kwan, A. Nouri-Khorasani, A. Bonakdarpour, D. P. Wilkinson, and T. Smolinka, "Development of?an experimentally validated semi-empirical fully-coupled performance model of a PEM electrolysis cell with a 3-D structured porous transport layer", International Journal of?Hydrogen Energy, Vol. 42, No. 41, 2017, pp. 25831-25847,?doi: https://doi.org/10.1016/j.ijhydene.2017.08.183.?
S. Toghyani, S. Fakhradini, E. Afshari, E. Baniasadi, M. Y. A.?Jamalabadi, and M. S. Shadloo, "Optimization of operating?parameters of a polymer exchange membrane electrolyzer",?International Journal of Hydrogen Energy, Vol. 44, No. 13,?2019, pp. 6403-6414, doi: https://doi.org/10.1016/j.ijhydene.2019.01.186.?
V. Ruuskanen, J. Koponen, K. Huoman, A. Kosonen, M. Niemela, and J. Ahola, "PEM water electrolyzer model for a power-hardware-in-loop simulator", International Journal of?Hydrogen Energy, Vol. 42, No. 16, 2017, pp. 10775-10784,?doi: https://doi.org/10.1016/j.ijhydene.2017.03.046.?
T. A. Zawodzinski Jr, M. Neeman, L. O. Sillerud, and S.?Gottesfeld, "Determination of water diffusion coefficients?in perfluorosulfonate ionomeric membranes", The Journal?of Physical Chemistry, Vol. 95, No. 15, 1991, pp. 6040-6044,?doi: https://doi.org/10.1021/j100168a060.?
T. A. Zawodzinski, J. Davey, J. Valerio, and S. Gottesfeld,?"The water content dependence of electro-osmotic drag in?proton-conducting polymer electrolytes", Electrochimica?Acta, Vol. 40, No. 3, 1995, pp. 297-302, doi: https://doi.org/10.1016/0013-4686(94)00277-8.?
T. Yigit and O. F. Selamet, "Mathematical modeling and dynamic Simulink simulation of high-pressure PEM electrolyzer system", International Journal of Hydrogen Energy,?Vol. 41, No. 32, 2016, pp. 13901-13914, doi: https://doi.org/10.1016/j.ijhydene.2016.06.022.?
F. Marangio, M. Santarelli, and M. Cali, "Theoretical model?and experimental analysis of a high pressure PEM water electrolyser for hydrogen production", International Journal?of Hydrogen Energy, Vol. 34, No. 3, 2009, pp. 1143-1158, doi: https://doi.org/10.1016/j.ijhydene.2008.11.083.?
P. Medina and M. Santarelli, "Analysis of water transport in?a high pressure PEM electrolyzer", International Journal of?Hydrogen Energy, Vol. 35, No. 11, 2010, pp. 5173-5186, doi:?https://doi.org/10.1016/j.ijhydene.2010.02.130.?
J. Aubry, N. Y. Steiner, S. Morando, N. Zerhouni, and D. Hissel, "Fuel cell diagnosis methods for embedded automotive?applications", Energy Reports, Vol. 8, 2022, pp. 6687-6706,?doi: https://doi.org/10.1016/j.egyr.2022.05.036.?
L. Zhao, X. Zheng, H. Yan, S. Wang, and K. Zhang, "Construction and application of the decision tree model for agricultural land grading based on MATLAB", 2009 Second International Workshop on Knowledge Discovery and Data?Mining; 2009 Jan 23-25; Moscow, Russia. New York: IEEE,?c2009, pp. 155-158, doi: https://doi.org/10.1109/WKDD.2009.9.?
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
Free Access. 출판사/학술단체 등이 허락한 무료 공개 사이트를 통해 자유로운 이용이 가능한 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.