Polymer exchange membrane (PEM) fuel cell technology is promoted as a zero-emission alternative for transportation. Nevertheless, the challenge of extending the lifespan of fuel cell components persists as a significant obstacle, particularly in the context of transportation applications. This challenge can be better addressed by optimal control of operating conditions. Advancing optimal control strategies to prolong fuel cell lifespan requires a precise degradation model capable of accurately forecasting performance declines in real-world operating conditions. In this study, we introduce an innovative modeling framework comprising a multiphysics model and a fuel cell degradation model. The latter covers the degradation of the catalyst layer and the membrane, which are two critical components of PEM fuel cells. In the model, the catalyst degradation considers various factors that influence the electrochemical surface area, while the membrane degradation characterizes the evolution of the remaining membrane thickness. Meanwhile, the multiphysics model discerns the internal states of the fuel cells, which are crucial for evaluating degradation trends, and continuously updates the fuel cells' performance based on feedback from the degradation model. The coupling between these two models allows for the prediction of multiple degradation processes, including the losses attributed to each component under diverse operating conditions. The model was validated using experimental data from accelerated stress tests.
机构:
Forschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Rhein Westfal TH Aachen, Chair Fuel Cells, D-52072 Aachen, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Breuer, Janos Lucian
Samsun, Remzi Can
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Forschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Samsun, Remzi Can
Stolten, Detlef
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机构:
Rhein Westfal TH Aachen, Chair Fuel Cells, D-52072 Aachen, Germany
Forschungszentrum Julich, Inst Energy & Climate Res Techno Econ Syst Anal I, Wilhelm Johnen Str, D-52428 Julich, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Stolten, Detlef
Peters, Ralf
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Forschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Dubau, Laetitia
Castanheira, Luis
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Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Castanheira, Luis
Maillard, Frederic
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Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Maillard, Frederic
Chatenet, Marian
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机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Chatenet, Marian
Lottin, Olivier
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h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Lottin, Olivier
Maranzana, Gael
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机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Maranzana, Gael
Dillet, Jerome
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机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Dillet, Jerome
Lamibrac, Adrien
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h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Lamibrac, Adrien
Perrin, Jean-Christophe
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机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Perrin, Jean-Christophe
Moukheiber, Eddy
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机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Moukheiber, Eddy
ElKaddouri, Assma
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机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
ElKaddouri, Assma
De Moor, Gilles
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h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
机构:
Forschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Rhein Westfal TH Aachen, Chair Fuel Cells, D-52072 Aachen, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Breuer, Janos Lucian
Samsun, Remzi Can
论文数: 0引用数: 0
h-index: 0
机构:
Forschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Samsun, Remzi Can
Stolten, Detlef
论文数: 0引用数: 0
h-index: 0
机构:
Rhein Westfal TH Aachen, Chair Fuel Cells, D-52072 Aachen, Germany
Forschungszentrum Julich, Inst Energy & Climate Res Techno Econ Syst Anal I, Wilhelm Johnen Str, D-52428 Julich, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
Stolten, Detlef
Peters, Ralf
论文数: 0引用数: 0
h-index: 0
机构:
Forschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, GermanyForschungszentrum Julich, Inst Energy & Climate Res Electrochem Proc Engn I, Wilhelm Johnen Str, D-52428 Julich, Germany
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Dubau, Laetitia
Castanheira, Luis
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h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Castanheira, Luis
Maillard, Frederic
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Maillard, Frederic
Chatenet, Marian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Chatenet, Marian
Lottin, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Lottin, Olivier
Maranzana, Gael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Maranzana, Gael
Dillet, Jerome
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Dillet, Jerome
Lamibrac, Adrien
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Lamibrac, Adrien
Perrin, Jean-Christophe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lorraine, CNRS, UMR CNRS 7563, LEMTA, F-54518 Vandoeuvre Les Nancy, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Perrin, Jean-Christophe
Moukheiber, Eddy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
Moukheiber, Eddy
ElKaddouri, Assma
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France
ElKaddouri, Assma
De Moor, Gilles
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, FranceUniv Grenoble 1, Univ Savoie, Grenoble INP, UMR CNRS 5279,Lab Electrochim & Physicochim Mat I, F-38402 St Martin Dheres, France