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Maximum Efficiency per Torque Control of Permanent-Magnet Synchronous Machines
High-efficiency permanent-magnet synchronous machine (PMSM) drive systems need not only optimally designed motors but also efficiency-oriented control strategies. However, the existing control strategies only focus on partial loss optimization. This paper proposes a novel analytic loss model of PMSM...
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Published in: | Applied sciences 2016, Vol.6 (12), p.425-425 |
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description | High-efficiency permanent-magnet synchronous machine (PMSM) drive systems need not only optimally designed motors but also efficiency-oriented control strategies. However, the existing control strategies only focus on partial loss optimization. This paper proposes a novel analytic loss model of PMSM in either sine-wave pulse-width modulation (SPWM) or space vector pulse width modulation (SVPWM) which can take into account both the fundamental loss and harmonic loss. The fundamental loss is divided into fundamental copper loss and fundamental iron loss which is estimated by the average flux density in the stator tooth and yoke. In addition, the harmonic loss is obtained from the Bertotti iron loss formula by the harmonic voltages of the three-phase inverter in either SPWM or SVPWM which are calculated by double Fourier integral analysis. Based on the analytic loss model, this paper proposes a maximum efficiency per torque (MEPT) control strategy which can minimize the electromagnetic loss of PMSM in the whole operation range. As the loss model of PMSM is too complicated to obtain the analytical solution of optimal loss, a golden section method is applied to achieve the optimal operation point accurately, which can make PMSM work at maximum efficiency. The optimized results between SPWM and SVPWM show that the MEPT in SVPWM has a better effect on the optimization performance. Both the theory analysis and experiment results show that the MEPT control can significantly improve the efficiency performance of the PMSM in each operation condition with a satisfied dynamic performance. |
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However, the existing control strategies only focus on partial loss optimization. This paper proposes a novel analytic loss model of PMSM in either sine-wave pulse-width modulation (SPWM) or space vector pulse width modulation (SVPWM) which can take into account both the fundamental loss and harmonic loss. The fundamental loss is divided into fundamental copper loss and fundamental iron loss which is estimated by the average flux density in the stator tooth and yoke. In addition, the harmonic loss is obtained from the Bertotti iron loss formula by the harmonic voltages of the three-phase inverter in either SPWM or SVPWM which are calculated by double Fourier integral analysis. Based on the analytic loss model, this paper proposes a maximum efficiency per torque (MEPT) control strategy which can minimize the electromagnetic loss of PMSM in the whole operation range. As the loss model of PMSM is too complicated to obtain the analytical solution of optimal loss, a golden section method is applied to achieve the optimal operation point accurately, which can make PMSM work at maximum efficiency. The optimized results between SPWM and SVPWM show that the MEPT in SVPWM has a better effect on the optimization performance. Both the theory analysis and experiment results show that the MEPT control can significantly improve the efficiency performance of the PMSM in each operation condition with a satisfied dynamic performance.</description><identifier>ISSN: 2076-3417</identifier><identifier>EISSN: 2076-3417</identifier><identifier>DOI: 10.3390/app6120425</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Aviation ; Control algorithms ; Copper ; copper loss ; Design ; double Fourier integral analysis ; Efficiency ; efficiency improvement ; fundamental loss ; harmonic loss ; Harmonics ; iron loss ; Mathematical analysis ; Mathematical models ; maximum efficiency per torque control ; Optimization ; Permanent magnets ; PMSM ; Pulse duration modulation ; Strategy</subject><ispartof>Applied sciences, 2016, Vol.6 (12), p.425-425</ispartof><rights>Copyright MDPI AG 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c460t-dda1c25a635d0a0fcd914276f86b290841e2229fa283f642be4de0436ccebed13</citedby><cites>FETCH-LOGICAL-c460t-dda1c25a635d0a0fcd914276f86b290841e2229fa283f642be4de0436ccebed13</cites><orcidid>0000-0001-6859-5678</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1858322696/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1858322696?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,4024,25753,27923,27924,27925,37012,37013,44590,75126</link.rule.ids></links><search><creatorcontrib>Guo, Qingbo</creatorcontrib><creatorcontrib>Zhang, Chengming</creatorcontrib><creatorcontrib>Li, Liyi</creatorcontrib><creatorcontrib>Zhang, Jiangpeng</creatorcontrib><creatorcontrib>Wang, Mingyi</creatorcontrib><title>Maximum Efficiency per Torque Control of Permanent-Magnet Synchronous Machines</title><title>Applied sciences</title><description>High-efficiency permanent-magnet synchronous machine (PMSM) drive systems need not only optimally designed motors but also efficiency-oriented control strategies. However, the existing control strategies only focus on partial loss optimization. This paper proposes a novel analytic loss model of PMSM in either sine-wave pulse-width modulation (SPWM) or space vector pulse width modulation (SVPWM) which can take into account both the fundamental loss and harmonic loss. The fundamental loss is divided into fundamental copper loss and fundamental iron loss which is estimated by the average flux density in the stator tooth and yoke. In addition, the harmonic loss is obtained from the Bertotti iron loss formula by the harmonic voltages of the three-phase inverter in either SPWM or SVPWM which are calculated by double Fourier integral analysis. Based on the analytic loss model, this paper proposes a maximum efficiency per torque (MEPT) control strategy which can minimize the electromagnetic loss of PMSM in the whole operation range. As the loss model of PMSM is too complicated to obtain the analytical solution of optimal loss, a golden section method is applied to achieve the optimal operation point accurately, which can make PMSM work at maximum efficiency. The optimized results between SPWM and SVPWM show that the MEPT in SVPWM has a better effect on the optimization performance. Both the theory analysis and experiment results show that the MEPT control can significantly improve the efficiency performance of the PMSM in each operation condition with a satisfied dynamic performance.</description><subject>Aviation</subject><subject>Control algorithms</subject><subject>Copper</subject><subject>copper loss</subject><subject>Design</subject><subject>double Fourier integral analysis</subject><subject>Efficiency</subject><subject>efficiency improvement</subject><subject>fundamental loss</subject><subject>harmonic loss</subject><subject>Harmonics</subject><subject>iron loss</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>maximum efficiency per torque control</subject><subject>Optimization</subject><subject>Permanent magnets</subject><subject>PMSM</subject><subject>Pulse duration modulation</subject><subject>Strategy</subject><issn>2076-3417</issn><issn>2076-3417</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkU1LAzEQhhdRsGgv_oIFLyKsJpNsmhyl-FGwKljPIc2H3bKbrMkW7L83WlFxLjMMDy_zMEVxgtEFIQJdqr5nGBCFeq8YAZqwilA82f8zHxbjlNYol8CEYzQqHubqvek2XXntXKMb6_W27G0sFyG-bWw5DX6IoS2DK59s7JS3fqjm6tXboXzeer2KwYdNKudKrxpv03Fx4FSb7Pi7HxUvN9eL6V11_3g7m17dV5oyNFTGKKyhVozUBinktBGYwoQ5zpYgEKfYAoBwCjhxjMLSUmMRJUxru7QGk6Nitss1Qa1lH5tOxa0MqpFfixBfpYpDo1sriRAAtSa8BkNrahQzShCBQTvHdQ0562yX1ceQndMguyZp27bZNrtJzDlCmOWQjJ7-Q9dhE302zVTNCQATLFPnO0rHkFK07udAjOTnp-Tvp8gH3JOEhw</recordid><startdate>2016</startdate><enddate>2016</enddate><creator>Guo, Qingbo</creator><creator>Zhang, Chengming</creator><creator>Li, Liyi</creator><creator>Zhang, Jiangpeng</creator><creator>Wang, Mingyi</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>7U5</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-6859-5678</orcidid></search><sort><creationdate>2016</creationdate><title>Maximum Efficiency per Torque Control of Permanent-Magnet Synchronous Machines</title><author>Guo, Qingbo ; Zhang, Chengming ; Li, Liyi ; Zhang, Jiangpeng ; Wang, Mingyi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c460t-dda1c25a635d0a0fcd914276f86b290841e2229fa283f642be4de0436ccebed13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Aviation</topic><topic>Control algorithms</topic><topic>Copper</topic><topic>copper loss</topic><topic>Design</topic><topic>double Fourier integral analysis</topic><topic>Efficiency</topic><topic>efficiency improvement</topic><topic>fundamental loss</topic><topic>harmonic loss</topic><topic>Harmonics</topic><topic>iron loss</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>maximum efficiency per torque control</topic><topic>Optimization</topic><topic>Permanent magnets</topic><topic>PMSM</topic><topic>Pulse duration modulation</topic><topic>Strategy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Guo, Qingbo</creatorcontrib><creatorcontrib>Zhang, Chengming</creatorcontrib><creatorcontrib>Li, Liyi</creatorcontrib><creatorcontrib>Zhang, Jiangpeng</creatorcontrib><creatorcontrib>Wang, Mingyi</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Directory of Open Access Journals</collection><jtitle>Applied sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Guo, Qingbo</au><au>Zhang, Chengming</au><au>Li, Liyi</au><au>Zhang, Jiangpeng</au><au>Wang, Mingyi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Maximum Efficiency per Torque Control of Permanent-Magnet Synchronous Machines</atitle><jtitle>Applied sciences</jtitle><date>2016</date><risdate>2016</risdate><volume>6</volume><issue>12</issue><spage>425</spage><epage>425</epage><pages>425-425</pages><issn>2076-3417</issn><eissn>2076-3417</eissn><abstract>High-efficiency permanent-magnet synchronous machine (PMSM) drive systems need not only optimally designed motors but also efficiency-oriented control strategies. However, the existing control strategies only focus on partial loss optimization. This paper proposes a novel analytic loss model of PMSM in either sine-wave pulse-width modulation (SPWM) or space vector pulse width modulation (SVPWM) which can take into account both the fundamental loss and harmonic loss. The fundamental loss is divided into fundamental copper loss and fundamental iron loss which is estimated by the average flux density in the stator tooth and yoke. In addition, the harmonic loss is obtained from the Bertotti iron loss formula by the harmonic voltages of the three-phase inverter in either SPWM or SVPWM which are calculated by double Fourier integral analysis. Based on the analytic loss model, this paper proposes a maximum efficiency per torque (MEPT) control strategy which can minimize the electromagnetic loss of PMSM in the whole operation range. As the loss model of PMSM is too complicated to obtain the analytical solution of optimal loss, a golden section method is applied to achieve the optimal operation point accurately, which can make PMSM work at maximum efficiency. The optimized results between SPWM and SVPWM show that the MEPT in SVPWM has a better effect on the optimization performance. Both the theory analysis and experiment results show that the MEPT control can significantly improve the efficiency performance of the PMSM in each operation condition with a satisfied dynamic performance.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/app6120425</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0001-6859-5678</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aviation Control algorithms Copper copper loss Design double Fourier integral analysis Efficiency efficiency improvement fundamental loss harmonic loss Harmonics iron loss Mathematical analysis Mathematical models maximum efficiency per torque control Optimization Permanent magnets PMSM Pulse duration modulation Strategy |
title | Maximum Efficiency per Torque Control of Permanent-Magnet Synchronous Machines |
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