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Optimized Energy Management Strategy for Fuel Cell/Battery Hybrid Vehicles to Balance both Fuel Economy and Power Sources Durability
It is of vital importance to realize a reasonable energy management strategy for the stable operation of the fuel cell hybrid electric vehicles (FCHEVs). In order to balance the optimization of the fuel economy and power sources durability of the system, this work designs an optimized Pontryagin...
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creator | Hu, Haowen Su, Minghang Yu, Qinggang Ou, Kai |
description | It is of vital importance to realize a reasonable energy management strategy for the stable operation of the fuel cell hybrid electric vehicles (FCHEVs). In order to balance the optimization of the fuel economy and power sources durability of the system, this work designs an optimized Pontryagin's Minimal Principle (PMP) based EMS. This strategy regards the hydrogen consumption as the optimal objective of the fuel economy. In order to prolong the lifespan of the power sources, the degradation penalty functions of them are introduced into the Hamiltonian function. The proposed method tries to reduce extreme load conditions of the fuel cell and manages the charge-discharge rate, SOC level and the temperature of the battery. Then, the empirical degradation models and fuel consumption models of the system are presented to test the durability and fuel economy of the power sources. The result shows the designed method could reduce power sources degradation and increase fuel economy. |
doi_str_mv | 10.1109/CAC57257.2022.10054969 |
format | conference_proceeding |
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In order to balance the optimization of the fuel economy and power sources durability of the system, this work designs an optimized Pontryagin's Minimal Principle (PMP) based EMS. This strategy regards the hydrogen consumption as the optimal objective of the fuel economy. In order to prolong the lifespan of the power sources, the degradation penalty functions of them are introduced into the Hamiltonian function. The proposed method tries to reduce extreme load conditions of the fuel cell and manages the charge-discharge rate, SOC level and the temperature of the battery. Then, the empirical degradation models and fuel consumption models of the system are presented to test the durability and fuel economy of the power sources. The result shows the designed method could reduce power sources degradation and increase fuel economy.</description><identifier>EISSN: 2688-0938</identifier><identifier>EISBN: 1665465336</identifier><identifier>EISBN: 9781665465335</identifier><identifier>DOI: 10.1109/CAC57257.2022.10054969</identifier><language>eng</language><publisher>IEEE</publisher><subject>Batteries ; Biological system modeling ; Degradation ; EMS ; Energy management ; fuel cell hybrid electric vehicle (FCHEV) ; Fuel cells ; Fuel economy ; Hydrogen ; Pontryagin's minimum principle ; power source durability</subject><ispartof>2022 China Automation Congress (CAC), 2022, p.6677-6682</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10054969$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,23930,23931,25140,27925,54555,54932</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10054969$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Hu, Haowen</creatorcontrib><creatorcontrib>Su, Minghang</creatorcontrib><creatorcontrib>Yu, Qinggang</creatorcontrib><creatorcontrib>Ou, Kai</creatorcontrib><title>Optimized Energy Management Strategy for Fuel Cell/Battery Hybrid Vehicles to Balance both Fuel Economy and Power Sources Durability</title><title>2022 China Automation Congress (CAC)</title><addtitle>CAC</addtitle><description>It is of vital importance to realize a reasonable energy management strategy for the stable operation of the fuel cell hybrid electric vehicles (FCHEVs). In order to balance the optimization of the fuel economy and power sources durability of the system, this work designs an optimized Pontryagin's Minimal Principle (PMP) based EMS. This strategy regards the hydrogen consumption as the optimal objective of the fuel economy. In order to prolong the lifespan of the power sources, the degradation penalty functions of them are introduced into the Hamiltonian function. The proposed method tries to reduce extreme load conditions of the fuel cell and manages the charge-discharge rate, SOC level and the temperature of the battery. Then, the empirical degradation models and fuel consumption models of the system are presented to test the durability and fuel economy of the power sources. The result shows the designed method could reduce power sources degradation and increase fuel economy.</description><subject>Batteries</subject><subject>Biological system modeling</subject><subject>Degradation</subject><subject>EMS</subject><subject>Energy management</subject><subject>fuel cell hybrid electric vehicle (FCHEV)</subject><subject>Fuel cells</subject><subject>Fuel economy</subject><subject>Hydrogen</subject><subject>Pontryagin's minimum principle</subject><subject>power source durability</subject><issn>2688-0938</issn><isbn>1665465336</isbn><isbn>9781665465335</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2022</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNo1kM1KAzEYRaMgWGvfQCQvMG2SSTLJsh1bK1QqVN2WTPJNG5mfkkkp49oHt1BdXbjccxcHoUdKxpQSPcmnuciYyMaMMDamhAiupb5Cd1RKwaVIU3mNBkwqlRCdqls06rovQghLKRecDNDP-hB97b_B4XkDYdfjV9OYHdTQRLyJwUQ4d2Ub8OIIFc6hqiYzEyOEHi_7IniHP2HvbQUdji2emco0FnDRxv2FmNu2aesem8bht_YEAW_aY7Dn-dMxmMJXPvb36KY0VQejvxyij8X8PV8mq_XzSz5dJZ5SHZNSWscLZlNHnJGcAeVOUyIgMyUtrGKFlrw4G2DCOiOMck5KqrSVmRaiVOkQPVx-PQBsD8HXJvTbf2vpL3vaY1g</recordid><startdate>20221125</startdate><enddate>20221125</enddate><creator>Hu, Haowen</creator><creator>Su, Minghang</creator><creator>Yu, Qinggang</creator><creator>Ou, Kai</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>20221125</creationdate><title>Optimized Energy Management Strategy for Fuel Cell/Battery Hybrid Vehicles to Balance both Fuel Economy and Power Sources Durability</title><author>Hu, Haowen ; Su, Minghang ; Yu, Qinggang ; Ou, Kai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i119t-f6cd4b2c3d0da642e14d9105e7af1bc82b964b54925cda5a8dd66189c67955f83</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Batteries</topic><topic>Biological system modeling</topic><topic>Degradation</topic><topic>EMS</topic><topic>Energy management</topic><topic>fuel cell hybrid electric vehicle (FCHEV)</topic><topic>Fuel cells</topic><topic>Fuel economy</topic><topic>Hydrogen</topic><topic>Pontryagin's minimum principle</topic><topic>power source durability</topic><toplevel>online_resources</toplevel><creatorcontrib>Hu, Haowen</creatorcontrib><creatorcontrib>Su, Minghang</creatorcontrib><creatorcontrib>Yu, Qinggang</creatorcontrib><creatorcontrib>Ou, Kai</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE/IET Electronic Library</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hu, Haowen</au><au>Su, Minghang</au><au>Yu, Qinggang</au><au>Ou, Kai</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Optimized Energy Management Strategy for Fuel Cell/Battery Hybrid Vehicles to Balance both Fuel Economy and Power Sources Durability</atitle><btitle>2022 China Automation Congress (CAC)</btitle><stitle>CAC</stitle><date>2022-11-25</date><risdate>2022</risdate><spage>6677</spage><epage>6682</epage><pages>6677-6682</pages><eissn>2688-0938</eissn><eisbn>1665465336</eisbn><eisbn>9781665465335</eisbn><abstract>It is of vital importance to realize a reasonable energy management strategy for the stable operation of the fuel cell hybrid electric vehicles (FCHEVs). In order to balance the optimization of the fuel economy and power sources durability of the system, this work designs an optimized Pontryagin's Minimal Principle (PMP) based EMS. This strategy regards the hydrogen consumption as the optimal objective of the fuel economy. In order to prolong the lifespan of the power sources, the degradation penalty functions of them are introduced into the Hamiltonian function. The proposed method tries to reduce extreme load conditions of the fuel cell and manages the charge-discharge rate, SOC level and the temperature of the battery. Then, the empirical degradation models and fuel consumption models of the system are presented to test the durability and fuel economy of the power sources. The result shows the designed method could reduce power sources degradation and increase fuel economy.</abstract><pub>IEEE</pub><doi>10.1109/CAC57257.2022.10054969</doi><tpages>6</tpages></addata></record> |
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ispartof | 2022 China Automation Congress (CAC), 2022, p.6677-6682 |
issn | 2688-0938 |
language | eng |
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source | IEEE Xplore All Conference Series |
subjects | Batteries Biological system modeling Degradation EMS Energy management fuel cell hybrid electric vehicle (FCHEV) Fuel cells Fuel economy Hydrogen Pontryagin's minimum principle power source durability |
title | Optimized Energy Management Strategy for Fuel Cell/Battery Hybrid Vehicles to Balance both Fuel Economy and Power Sources Durability |
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