Multiobjective Optimization Design of Small-Scale Wind Power Generator With Outer Rotor Based on Box-Behnken Design
In this paper, the finite-element method (FEM) based on 2-D numerical analysis was used for the basic design and characteristics analysis of a small-scale 3-kW wind power generator to which a permanent-magnet generator was applied. A prototype was manufactured, and a characteristics experiment was p...
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Veröffentlicht in: | IEEE transactions on applied superconductivity 2016-06, Vol.26 (4), p.1-5 |
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description | In this paper, the finite-element method (FEM) based on 2-D numerical analysis was used for the basic design and characteristics analysis of a small-scale 3-kW wind power generator to which a permanent-magnet generator was applied. A prototype was manufactured, and a characteristics experiment was performed to verify the designed generator. In addition, the optimization design in order to satisfy required power of a generator while minimizing the cogging torque and the back electromotive force (EMF) total harmonic distribution (THD) on the basis of the designed initial model generator was conducted using the Box-Behnken design (BBD), which is a response surface method (RSM). The cogging torque, the back EMF THD, and the output power for each level of the design factors selected by the BBD were derived by the FEM based on 2-D numerical analysis. As a result, the optimal design model was derived in consideration of the RSA among each factor and the main effect and the interaction effects of each factor. This demonstrated the validity of the optimized design of the urban small-scale wind power generator design using the BBD. |
doi_str_mv | 10.1109/TASC.2016.2524620 |
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A prototype was manufactured, and a characteristics experiment was performed to verify the designed generator. In addition, the optimization design in order to satisfy required power of a generator while minimizing the cogging torque and the back electromotive force (EMF) total harmonic distribution (THD) on the basis of the designed initial model generator was conducted using the Box-Behnken design (BBD), which is a response surface method (RSM). The cogging torque, the back EMF THD, and the output power for each level of the design factors selected by the BBD were derived by the FEM based on 2-D numerical analysis. As a result, the optimal design model was derived in consideration of the RSA among each factor and the main effect and the interaction effects of each factor. This demonstrated the validity of the optimized design of the urban small-scale wind power generator design using the BBD.</description><identifier>ISSN: 1051-8223</identifier><identifier>EISSN: 1558-2515</identifier><identifier>DOI: 10.1109/TASC.2016.2524620</identifier><identifier>CODEN: ITASE9</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>2-D numerical analysis ; Back EMF THD ; Box-Behnken design ; Cogging torque ; Design ; Design analysis ; Design optimization ; Finite element analysis ; Finite element method ; Forging ; Generators ; Mathematical models ; Numerical analysis ; Optimization ; Permanent magnet generator ; Response surface method ; Response surface methodology ; Rotors ; Small scale ; Torque ; Wind power ; Wind power generation ; Wind power generator</subject><ispartof>IEEE transactions on applied superconductivity, 2016-06, Vol.26 (4), p.1-5</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c326t-d25e1a7373d509c9f961d6d5d16cd93ffa4114e41149ff4dc2c3c45285413083</citedby><cites>FETCH-LOGICAL-c326t-d25e1a7373d509c9f961d6d5d16cd93ffa4114e41149ff4dc2c3c45285413083</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/7397936$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/7397936$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Lee, Sung-Ho</creatorcontrib><creatorcontrib>Kim, Yong-Jae</creatorcontrib><creatorcontrib>Lee, Kyu-Seok</creatorcontrib><creatorcontrib>Kim, Sung-Jin</creatorcontrib><title>Multiobjective Optimization Design of Small-Scale Wind Power Generator With Outer Rotor Based on Box-Behnken Design</title><title>IEEE transactions on applied superconductivity</title><addtitle>TASC</addtitle><description>In this paper, the finite-element method (FEM) based on 2-D numerical analysis was used for the basic design and characteristics analysis of a small-scale 3-kW wind power generator to which a permanent-magnet generator was applied. A prototype was manufactured, and a characteristics experiment was performed to verify the designed generator. In addition, the optimization design in order to satisfy required power of a generator while minimizing the cogging torque and the back electromotive force (EMF) total harmonic distribution (THD) on the basis of the designed initial model generator was conducted using the Box-Behnken design (BBD), which is a response surface method (RSM). The cogging torque, the back EMF THD, and the output power for each level of the design factors selected by the BBD were derived by the FEM based on 2-D numerical analysis. As a result, the optimal design model was derived in consideration of the RSA among each factor and the main effect and the interaction effects of each factor. This demonstrated the validity of the optimized design of the urban small-scale wind power generator design using the BBD.</description><subject>2-D numerical analysis</subject><subject>Back EMF THD</subject><subject>Box-Behnken design</subject><subject>Cogging torque</subject><subject>Design</subject><subject>Design analysis</subject><subject>Design optimization</subject><subject>Finite element analysis</subject><subject>Finite element method</subject><subject>Forging</subject><subject>Generators</subject><subject>Mathematical models</subject><subject>Numerical analysis</subject><subject>Optimization</subject><subject>Permanent magnet generator</subject><subject>Response surface method</subject><subject>Response surface methodology</subject><subject>Rotors</subject><subject>Small scale</subject><subject>Torque</subject><subject>Wind power</subject><subject>Wind power generation</subject><subject>Wind power generator</subject><issn>1051-8223</issn><issn>1558-2515</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpdkU-P0zAQxSMEEmXhAyAulrhwSdfjf0mObYHuSkVFtBJHy9gT6pLGxU6A5dPjqIUDl5nR0-89jfSK4iXQOQBtbveL3WrOKKg5k0woRh8VM5CyLpkE-TjfVEJZM8afFs9SOlIKohZyVqQPYzf48OWIdvA_kGzPgz_53yZrPXmLyX_tSWjJ7mS6rtxZ0yH57HtHPoafGMkae4xmCDGLw4FsxyGLn8IkLE1CR3LIMvwql3jov-HfwOfFk9Z0CV9c902xf_9uv7orN9v1_WqxKS1naigdkwim4hV3kja2aRsFTjnpQFnX8LY1AkDgNJq2Fc4yy62QrJYCOK35TfHmEnuO4fuIadAnnyx2nekxjElDzaRUdUV5Rl__hx7DGPv8nIaqrpgSlRKZggtlY0gpYqvP0Z9MfNBA9dSCnlrQUwv62kL2vLp4PCL-4yveVA1X_A8Fh4KZ</recordid><startdate>20160601</startdate><enddate>20160601</enddate><creator>Lee, Sung-Ho</creator><creator>Kim, Yong-Jae</creator><creator>Lee, Kyu-Seok</creator><creator>Kim, Sung-Jin</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><scope>F28</scope><scope>FR3</scope></search><sort><creationdate>20160601</creationdate><title>Multiobjective Optimization Design of Small-Scale Wind Power Generator With Outer Rotor Based on Box-Behnken Design</title><author>Lee, Sung-Ho ; Kim, Yong-Jae ; Lee, Kyu-Seok ; Kim, Sung-Jin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c326t-d25e1a7373d509c9f961d6d5d16cd93ffa4114e41149ff4dc2c3c45285413083</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>2-D numerical analysis</topic><topic>Back EMF THD</topic><topic>Box-Behnken design</topic><topic>Cogging torque</topic><topic>Design</topic><topic>Design analysis</topic><topic>Design optimization</topic><topic>Finite element analysis</topic><topic>Finite element method</topic><topic>Forging</topic><topic>Generators</topic><topic>Mathematical models</topic><topic>Numerical analysis</topic><topic>Optimization</topic><topic>Permanent magnet generator</topic><topic>Response surface method</topic><topic>Response surface methodology</topic><topic>Rotors</topic><topic>Small scale</topic><topic>Torque</topic><topic>Wind power</topic><topic>Wind power generation</topic><topic>Wind power generator</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lee, Sung-Ho</creatorcontrib><creatorcontrib>Kim, Yong-Jae</creatorcontrib><creatorcontrib>Lee, Kyu-Seok</creatorcontrib><creatorcontrib>Kim, Sung-Jin</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><jtitle>IEEE transactions on applied superconductivity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Lee, Sung-Ho</au><au>Kim, Yong-Jae</au><au>Lee, Kyu-Seok</au><au>Kim, Sung-Jin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multiobjective Optimization Design of Small-Scale Wind Power Generator With Outer Rotor Based on Box-Behnken Design</atitle><jtitle>IEEE transactions on applied superconductivity</jtitle><stitle>TASC</stitle><date>2016-06-01</date><risdate>2016</risdate><volume>26</volume><issue>4</issue><spage>1</spage><epage>5</epage><pages>1-5</pages><issn>1051-8223</issn><eissn>1558-2515</eissn><coden>ITASE9</coden><abstract>In this paper, the finite-element method (FEM) based on 2-D numerical analysis was used for the basic design and characteristics analysis of a small-scale 3-kW wind power generator to which a permanent-magnet generator was applied. A prototype was manufactured, and a characteristics experiment was performed to verify the designed generator. In addition, the optimization design in order to satisfy required power of a generator while minimizing the cogging torque and the back electromotive force (EMF) total harmonic distribution (THD) on the basis of the designed initial model generator was conducted using the Box-Behnken design (BBD), which is a response surface method (RSM). The cogging torque, the back EMF THD, and the output power for each level of the design factors selected by the BBD were derived by the FEM based on 2-D numerical analysis. As a result, the optimal design model was derived in consideration of the RSA among each factor and the main effect and the interaction effects of each factor. This demonstrated the validity of the optimized design of the urban small-scale wind power generator design using the BBD.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TASC.2016.2524620</doi><tpages>5</tpages></addata></record> |
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subjects | 2-D numerical analysis Back EMF THD Box-Behnken design Cogging torque Design Design analysis Design optimization Finite element analysis Finite element method Forging Generators Mathematical models Numerical analysis Optimization Permanent magnet generator Response surface method Response surface methodology Rotors Small scale Torque Wind power Wind power generation Wind power generator |
title | Multiobjective Optimization Design of Small-Scale Wind Power Generator With Outer Rotor Based on Box-Behnken Design |
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