Topology optimization of radial flow field PEM fuel cells for enhancing water management
This paper investigates the application of topology optimization to enhance the flow field of circular Proton Exchange Membrane Fuel Cells (PEMFCs) by considering a water management model. Given the high computational demands of such a method, the model is simplified to a two-dimensional form, focus...
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Veröffentlicht in: | Structural and multidisciplinary optimization 2024-05, Vol.67 (5), p.68, Article 68 |
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creator | Razmara, Fereshteh Sá, Luís F. N. Prado, Diego S. Lopes, Thiago Meneghini, Julio R. Silva, Emílio C. N. |
description | This paper investigates the application of topology optimization to enhance the flow field of circular Proton Exchange Membrane Fuel Cells (PEMFCs) by considering a water management model. Given the high computational demands of such a method, the model is simplified to a two-dimensional form, focusing on the cathode flow field. A multi-objective function is used to simultaneously maximize power generation, and minimize both energy dissipation and average saturation. The impacts of each objective function are deeply analyzed in different scenarios. The addition of the average saturation in the objective is pivotal for mitigating water accumulation issues providing valuable insights into effective water management designs. Through this innovative approach, topology optimization emerges not only as a theoretical concept but also as a practical tool for enhancing the performance and water management of PEMFCs, paving the way for future advancements in fuel cell technology.
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doi_str_mv | 10.1007/s00158-024-03788-w |
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Graphical abstract</description><subject>Computational Mathematics and Numerical Analysis</subject><subject>Design</subject><subject>Electrolytes</subject><subject>Energy dissipation</subject><subject>Engineering</subject><subject>Engineering Design</subject><subject>Fuel cells</subject><subject>Optimization</subject><subject>Power</subject><subject>Pressure distribution</subject><subject>Proton exchange membrane fuel cells</subject><subject>Radial flow</subject><subject>Theoretical and Applied Mechanics</subject><subject>Topology optimization</subject><subject>Water management</subject><issn>1615-147X</issn><issn>1615-1488</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kL1OwzAURi0EEqXwAkyWmAN27MTOiKryIxXBUKRulu3YIZVjFztVVJ6eQBBsTPcO5_vu1QHgEqNrjBC7SQjhgmcopxkijPNsOAIzXOIiw5Tz49-dbU7BWUpbhBBHtJqBzTrsggvNAYZd33bth-zb4GGwMMq6lQ5aFwZoW-Nq-LJ8gnZvHNTGuQRtiND4N-l16xs4yN5E2EkvG9MZ35-DEytdMhc_cw5e75brxUO2er5_XNyuMp0z1GdMM8as4kppo1hdEZtLyoji1FSlrGo9_mlsWdNCaYxZRTQvEc9zOtIKKUbm4Grq3cXwvjepF9uwj348KQgqSEmLivCRyidKx5BSNFbsYtvJeBAYiS-DYjIoRoPi26AYxhCZQmmEfWPiX_U_qU9Om3U9</recordid><startdate>20240501</startdate><enddate>20240501</enddate><creator>Razmara, Fereshteh</creator><creator>Sá, Luís F. N.</creator><creator>Prado, Diego S.</creator><creator>Lopes, Thiago</creator><creator>Meneghini, Julio R.</creator><creator>Silva, Emílio C. N.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20240501</creationdate><title>Topology optimization of radial flow field PEM fuel cells for enhancing water management</title><author>Razmara, Fereshteh ; Sá, Luís F. N. ; Prado, Diego S. ; Lopes, Thiago ; Meneghini, Julio R. ; Silva, Emílio C. N.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c270t-7c777fb8bbceb7d93f2a473b84e96a9dc080ef6d45bc11793c8608224eb7b0b73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Computational Mathematics and Numerical Analysis</topic><topic>Design</topic><topic>Electrolytes</topic><topic>Energy dissipation</topic><topic>Engineering</topic><topic>Engineering Design</topic><topic>Fuel cells</topic><topic>Optimization</topic><topic>Power</topic><topic>Pressure distribution</topic><topic>Proton exchange membrane fuel cells</topic><topic>Radial flow</topic><topic>Theoretical and Applied Mechanics</topic><topic>Topology optimization</topic><topic>Water management</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Razmara, Fereshteh</creatorcontrib><creatorcontrib>Sá, Luís F. N.</creatorcontrib><creatorcontrib>Prado, Diego S.</creatorcontrib><creatorcontrib>Lopes, Thiago</creatorcontrib><creatorcontrib>Meneghini, Julio R.</creatorcontrib><creatorcontrib>Silva, Emílio C. N.</creatorcontrib><collection>CrossRef</collection><jtitle>Structural and multidisciplinary optimization</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Razmara, Fereshteh</au><au>Sá, Luís F. N.</au><au>Prado, Diego S.</au><au>Lopes, Thiago</au><au>Meneghini, Julio R.</au><au>Silva, Emílio C. N.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Topology optimization of radial flow field PEM fuel cells for enhancing water management</atitle><jtitle>Structural and multidisciplinary optimization</jtitle><stitle>Struct Multidisc Optim</stitle><date>2024-05-01</date><risdate>2024</risdate><volume>67</volume><issue>5</issue><spage>68</spage><pages>68-</pages><artnum>68</artnum><issn>1615-147X</issn><eissn>1615-1488</eissn><abstract>This paper investigates the application of topology optimization to enhance the flow field of circular Proton Exchange Membrane Fuel Cells (PEMFCs) by considering a water management model. Given the high computational demands of such a method, the model is simplified to a two-dimensional form, focusing on the cathode flow field. A multi-objective function is used to simultaneously maximize power generation, and minimize both energy dissipation and average saturation. The impacts of each objective function are deeply analyzed in different scenarios. The addition of the average saturation in the objective is pivotal for mitigating water accumulation issues providing valuable insights into effective water management designs. Through this innovative approach, topology optimization emerges not only as a theoretical concept but also as a practical tool for enhancing the performance and water management of PEMFCs, paving the way for future advancements in fuel cell technology.
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subjects | Computational Mathematics and Numerical Analysis Design Electrolytes Energy dissipation Engineering Engineering Design Fuel cells Optimization Power Pressure distribution Proton exchange membrane fuel cells Radial flow Theoretical and Applied Mechanics Topology optimization Water management |
title | Topology optimization of radial flow field PEM fuel cells for enhancing water management |
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