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The nonlinear frequency response method for the diagnosis of PEM water electrolyzer performance
[Display omitted] •Novel diagnostic method for studying PEMWE losses.•Cathode contribution to PEMWE losses isn’t negligible and increases with current.•Cathode reaction can explain the bend in the Tafel slope of PEMWE.•Mass transport losses are less significant than the kinetic losses.•The nonlinear...
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Published in: | Chemical engineering journal (Lausanne, Switzerland : 1996) Switzerland : 1996), 2024-09, Vol.496, p.153889, Article 153889 |
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container_title | Chemical engineering journal (Lausanne, Switzerland : 1996) |
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creator | Miličić, Tamara Muthunayakage, Kasun Vũ, Thanh Hoàng Ritschel, Tobias K.S. Živković, Luka A. Vidaković-Koch, Tanja |
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•Novel diagnostic method for studying PEMWE losses.•Cathode contribution to PEMWE losses isn’t negligible and increases with current.•Cathode reaction can explain the bend in the Tafel slope of PEMWE.•Mass transport losses are less significant than the kinetic losses.•The nonlinear part of the response shows greater parameter sensitivity than EIS.
A better grasp of the underlying phenomena occurring in electrochemical technologies is crucial for their further development and, consequently, a much-needed step forward to a greener economy. Diagnostic methods that can reliably determine the state of health and causes of the performance shortcomings are indispensable. The ease of obtaining electrochemical data makes the analysis of current and voltage responses the preferred diagnostic approach. Traditional techniques, like steady-state polarization and electrochemical impedance spectroscopy are limited by their inability to distinguish between different processes due to the constraints of steady-state and linearity of system response, respectively. The nonlinear frequency response (NFR) method is an advanced diagnostic method that has the potential to overcome these issues. In this work, the NFR method was applied both experimentally and theoretically to study polymer electrolyte membrane water electrolysis (PEMWE). The model-based analysis provides insights into the losses in the PEMWE at different current densities. It shows that the contributions of the cathode to the overpotential losses at high current densities cannot be neglected. This has been much discussed in the literature and was often attributed only to mass transport losses. The contribution of mass transport has also been identified at higher current densities but is less pronounced than the kinetic contributions. Furthermore, we show that including the nonlinear dynamics in the analysis was crucial for identifying the appropriate parameter set. Overall, this work showed a considerable potential of the NFR method for the diagnosis of PEMWE due to its prospects of identifying different processes occurring within. |
doi_str_mv | 10.1016/j.cej.2024.153889 |
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•Novel diagnostic method for studying PEMWE losses.•Cathode contribution to PEMWE losses isn’t negligible and increases with current.•Cathode reaction can explain the bend in the Tafel slope of PEMWE.•Mass transport losses are less significant than the kinetic losses.•The nonlinear part of the response shows greater parameter sensitivity than EIS.
A better grasp of the underlying phenomena occurring in electrochemical technologies is crucial for their further development and, consequently, a much-needed step forward to a greener economy. Diagnostic methods that can reliably determine the state of health and causes of the performance shortcomings are indispensable. The ease of obtaining electrochemical data makes the analysis of current and voltage responses the preferred diagnostic approach. Traditional techniques, like steady-state polarization and electrochemical impedance spectroscopy are limited by their inability to distinguish between different processes due to the constraints of steady-state and linearity of system response, respectively. The nonlinear frequency response (NFR) method is an advanced diagnostic method that has the potential to overcome these issues. In this work, the NFR method was applied both experimentally and theoretically to study polymer electrolyte membrane water electrolysis (PEMWE). The model-based analysis provides insights into the losses in the PEMWE at different current densities. It shows that the contributions of the cathode to the overpotential losses at high current densities cannot be neglected. This has been much discussed in the literature and was often attributed only to mass transport losses. The contribution of mass transport has also been identified at higher current densities but is less pronounced than the kinetic contributions. Furthermore, we show that including the nonlinear dynamics in the analysis was crucial for identifying the appropriate parameter set. Overall, this work showed a considerable potential of the NFR method for the diagnosis of PEMWE due to its prospects of identifying different processes occurring within.</description><identifier>ISSN: 1385-8947</identifier><identifier>DOI: 10.1016/j.cej.2024.153889</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Electrochemical impedance spectroscopy (EIS) ; Frequency response functions (FRFs) ; Model-based analysis ; Nonlinear frequency response (NFR) method ; Process diagnosis ; Proton exchange membrane water electrolysis (PEMWE)</subject><ispartof>Chemical engineering journal (Lausanne, Switzerland : 1996), 2024-09, Vol.496, p.153889, Article 153889</ispartof><rights>2024 The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c222t-3988bb117a5b201d5863f5b57138f498bbdff3b2475740ebc2cc8c0e9ebbcc493</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Miličić, Tamara</creatorcontrib><creatorcontrib>Muthunayakage, Kasun</creatorcontrib><creatorcontrib>Vũ, Thanh Hoàng</creatorcontrib><creatorcontrib>Ritschel, Tobias K.S.</creatorcontrib><creatorcontrib>Živković, Luka A.</creatorcontrib><creatorcontrib>Vidaković-Koch, Tanja</creatorcontrib><title>The nonlinear frequency response method for the diagnosis of PEM water electrolyzer performance</title><title>Chemical engineering journal (Lausanne, Switzerland : 1996)</title><description>[Display omitted]
•Novel diagnostic method for studying PEMWE losses.•Cathode contribution to PEMWE losses isn’t negligible and increases with current.•Cathode reaction can explain the bend in the Tafel slope of PEMWE.•Mass transport losses are less significant than the kinetic losses.•The nonlinear part of the response shows greater parameter sensitivity than EIS.
A better grasp of the underlying phenomena occurring in electrochemical technologies is crucial for their further development and, consequently, a much-needed step forward to a greener economy. Diagnostic methods that can reliably determine the state of health and causes of the performance shortcomings are indispensable. The ease of obtaining electrochemical data makes the analysis of current and voltage responses the preferred diagnostic approach. Traditional techniques, like steady-state polarization and electrochemical impedance spectroscopy are limited by their inability to distinguish between different processes due to the constraints of steady-state and linearity of system response, respectively. The nonlinear frequency response (NFR) method is an advanced diagnostic method that has the potential to overcome these issues. In this work, the NFR method was applied both experimentally and theoretically to study polymer electrolyte membrane water electrolysis (PEMWE). The model-based analysis provides insights into the losses in the PEMWE at different current densities. It shows that the contributions of the cathode to the overpotential losses at high current densities cannot be neglected. This has been much discussed in the literature and was often attributed only to mass transport losses. The contribution of mass transport has also been identified at higher current densities but is less pronounced than the kinetic contributions. Furthermore, we show that including the nonlinear dynamics in the analysis was crucial for identifying the appropriate parameter set. Overall, this work showed a considerable potential of the NFR method for the diagnosis of PEMWE due to its prospects of identifying different processes occurring within.</description><subject>Electrochemical impedance spectroscopy (EIS)</subject><subject>Frequency response functions (FRFs)</subject><subject>Model-based analysis</subject><subject>Nonlinear frequency response (NFR) method</subject><subject>Process diagnosis</subject><subject>Proton exchange membrane water electrolysis (PEMWE)</subject><issn>1385-8947</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kM1OAyEUhVloYv15AHe8wIzADB2IK9PUn6RGF3VNgLlYJlOoMGrq00tT165ubu45N-d8CF1TUlNC5zdDbWGoGWFtTXkjhDxBM9oIXgnZdmfoPOeBEDKXVM6QWm8AhxhGH0An7BJ8fEKwe5wg72LIgLcwbWKPXUx4Ktre6_cQs884Ovy6fMbfeoKEYQQ7pTjuf8qyg1TkWx0sXKJTp8cMV3_zAr3dL9eLx2r18vC0uFtVljE2VY0UwhhKO80NI7TnYt44bnhXcrtWllvvXGNY2_GuJWAss1ZYAhKMsbaVzQWix782xZwTOLVLfqvTXlGiDlTUoAoVdaCijlSK5_bogRLsy0NS2fpSHnqfShvVR_-P-xcANW6c</recordid><startdate>20240915</startdate><enddate>20240915</enddate><creator>Miličić, Tamara</creator><creator>Muthunayakage, Kasun</creator><creator>Vũ, Thanh Hoàng</creator><creator>Ritschel, Tobias K.S.</creator><creator>Živković, Luka A.</creator><creator>Vidaković-Koch, Tanja</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20240915</creationdate><title>The nonlinear frequency response method for the diagnosis of PEM water electrolyzer performance</title><author>Miličić, Tamara ; Muthunayakage, Kasun ; Vũ, Thanh Hoàng ; Ritschel, Tobias K.S. ; Živković, Luka A. ; Vidaković-Koch, Tanja</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c222t-3988bb117a5b201d5863f5b57138f498bbdff3b2475740ebc2cc8c0e9ebbcc493</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Electrochemical impedance spectroscopy (EIS)</topic><topic>Frequency response functions (FRFs)</topic><topic>Model-based analysis</topic><topic>Nonlinear frequency response (NFR) method</topic><topic>Process diagnosis</topic><topic>Proton exchange membrane water electrolysis (PEMWE)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Miličić, Tamara</creatorcontrib><creatorcontrib>Muthunayakage, Kasun</creatorcontrib><creatorcontrib>Vũ, Thanh Hoàng</creatorcontrib><creatorcontrib>Ritschel, Tobias K.S.</creatorcontrib><creatorcontrib>Živković, Luka A.</creatorcontrib><creatorcontrib>Vidaković-Koch, Tanja</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><jtitle>Chemical engineering journal (Lausanne, Switzerland : 1996)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Miličić, Tamara</au><au>Muthunayakage, Kasun</au><au>Vũ, Thanh Hoàng</au><au>Ritschel, Tobias K.S.</au><au>Živković, Luka A.</au><au>Vidaković-Koch, Tanja</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The nonlinear frequency response method for the diagnosis of PEM water electrolyzer performance</atitle><jtitle>Chemical engineering journal (Lausanne, Switzerland : 1996)</jtitle><date>2024-09-15</date><risdate>2024</risdate><volume>496</volume><spage>153889</spage><pages>153889-</pages><artnum>153889</artnum><issn>1385-8947</issn><abstract>[Display omitted]
•Novel diagnostic method for studying PEMWE losses.•Cathode contribution to PEMWE losses isn’t negligible and increases with current.•Cathode reaction can explain the bend in the Tafel slope of PEMWE.•Mass transport losses are less significant than the kinetic losses.•The nonlinear part of the response shows greater parameter sensitivity than EIS.
A better grasp of the underlying phenomena occurring in electrochemical technologies is crucial for their further development and, consequently, a much-needed step forward to a greener economy. Diagnostic methods that can reliably determine the state of health and causes of the performance shortcomings are indispensable. The ease of obtaining electrochemical data makes the analysis of current and voltage responses the preferred diagnostic approach. Traditional techniques, like steady-state polarization and electrochemical impedance spectroscopy are limited by their inability to distinguish between different processes due to the constraints of steady-state and linearity of system response, respectively. The nonlinear frequency response (NFR) method is an advanced diagnostic method that has the potential to overcome these issues. In this work, the NFR method was applied both experimentally and theoretically to study polymer electrolyte membrane water electrolysis (PEMWE). The model-based analysis provides insights into the losses in the PEMWE at different current densities. It shows that the contributions of the cathode to the overpotential losses at high current densities cannot be neglected. This has been much discussed in the literature and was often attributed only to mass transport losses. The contribution of mass transport has also been identified at higher current densities but is less pronounced than the kinetic contributions. Furthermore, we show that including the nonlinear dynamics in the analysis was crucial for identifying the appropriate parameter set. Overall, this work showed a considerable potential of the NFR method for the diagnosis of PEMWE due to its prospects of identifying different processes occurring within.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.cej.2024.153889</doi><oa>free_for_read</oa></addata></record> |
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subjects | Electrochemical impedance spectroscopy (EIS) Frequency response functions (FRFs) Model-based analysis Nonlinear frequency response (NFR) method Process diagnosis Proton exchange membrane water electrolysis (PEMWE) |
title | The nonlinear frequency response method for the diagnosis of PEM water electrolyzer performance |
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