Design Optimization of a Direct-Drive Wind Generator With a Reluctance Rotor and a Flux Intensifying Stator Using Different PM Types

This paper presents a large-scale multi-objective design optimization for a direct-drive wind turbine generator concept that is based upon an experimentally validated computational model for a small-scale prototype motor of the same type. By integrating an outer reluctance-type rotor and a segmented...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on industry applications Vol. 60; no. 4; pp. 6113 - 6123
Main Authors Mohammadi, Ali, Badewa, Oluwaseun A., Chulaee, Yaser, Lewis, Donovin D., Essakiappan, Somasundaram, Manjrekar, Madhav D., Ionel, Dan M.
Format Journal Article
LanguageEnglish
Published IEEE 01.07.2024
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This paper presents a large-scale multi-objective design optimization for a direct-drive wind turbine generator concept that is based upon an experimentally validated computational model for a small-scale prototype motor of the same type. By integrating an outer reluctance-type rotor and a segmented stator with toroidally wound single-coil modules containing spoke-type PMs, the design optimization aims to minimize losses, active mass, and torque ripple while adhering to a power factor constraint. The AC windings and PMs are positioned in the stator and this concept enhances flux concentration, enabling the use of more affordable high energy non-rare-earth (special type) magnets. The exterior rotor follows a simplified reluctance-type configuration, eliminating active electromagnetic components. The operational principle, described in detail, guides design studies using electromagnetic 2D finite element analysis (FEA), showcasing the potential of this configuration to match rare-earth PM performance, with special type PMs, thus addressing cost and supply challenges. Furthermore, alternative materials including the substitution of aluminum wire for copper wire, have also been investigated in this study. The proposed multi-objective design optimization uses the response surface method (RSM) to initiate the optimization and the results on a 3MW, 15 rpm generator, highlight the benefits of this topology, achieving competitive metrics like goodness, specific thrust, and efficiency without rare-earth permanent magnets.
AbstractList This paper presents a large-scale multi-objective design optimization for a direct-drive wind turbine generator concept that is based upon an experimentally validated computational model for a small-scale prototype motor of the same type. By integrating an outer reluctance-type rotor and a segmented stator with toroidally wound single-coil modules containing spoke-type PMs, the design optimization aims to minimize losses, active mass, and torque ripple while adhering to a power factor constraint. The AC windings and PMs are positioned in the stator and this concept enhances flux concentration, enabling the use of more affordable high energy non-rare-earth (special type) magnets. The exterior rotor follows a simplified reluctance-type configuration, eliminating active electromagnetic components. The operational principle, described in detail, guides design studies using electromagnetic 2D finite element analysis (FEA), showcasing the potential of this configuration to match rare-earth PM performance, with special type PMs, thus addressing cost and supply challenges. Furthermore, alternative materials including the substitution of aluminum wire for copper wire, have also been investigated in this study. The proposed multi-objective design optimization uses the response surface method (RSM) to initiate the optimization and the results on a 3MW, 15 rpm generator, highlight the benefits of this topology, achieving competitive metrics like goodness, specific thrust, and efficiency without rare-earth permanent magnets.
Author Chulaee, Yaser
Lewis, Donovin D.
Manjrekar, Madhav D.
Mohammadi, Ali
Badewa, Oluwaseun A.
Ionel, Dan M.
Essakiappan, Somasundaram
Author_xml – sequence: 1
  givenname: Ali
  orcidid: 0000-0002-0413-7026
  surname: Mohammadi
  fullname: Mohammadi, Ali
  email: ali.mohammadi@uky.edu
  organization: SPARK Laboratory, Stanley and Karen Pigman College of Engineering, University of Kentucky, Lexington, KY, USA
– sequence: 2
  givenname: Oluwaseun A.
  orcidid: 0009-0001-6419-1366
  surname: Badewa
  fullname: Badewa, Oluwaseun A.
  organization: SPARK Laboratory, Stanley and Karen Pigman College of Engineering, University of Kentucky, Lexington, KY, USA
– sequence: 3
  givenname: Yaser
  orcidid: 0000-0001-6189-3218
  surname: Chulaee
  fullname: Chulaee, Yaser
  organization: SPARK Laboratory, Stanley and Karen Pigman College of Engineering, University of Kentucky, Lexington, KY, USA
– sequence: 4
  givenname: Donovin D.
  orcidid: 0000-0001-8435-4030
  surname: Lewis
  fullname: Lewis, Donovin D.
  organization: SPARK Laboratory, Stanley and Karen Pigman College of Engineering, University of Kentucky, Lexington, KY, USA
– sequence: 5
  givenname: Somasundaram
  orcidid: 0000-0002-7959-4387
  surname: Essakiappan
  fullname: Essakiappan, Somasundaram
  organization: QM Power, Inc., Kansas City, MO, USA
– sequence: 6
  givenname: Madhav D.
  orcidid: 0000-0002-6110-3113
  surname: Manjrekar
  fullname: Manjrekar, Madhav D.
  organization: QM Power, Inc., Kansas City, MO, USA
– sequence: 7
  givenname: Dan M.
  orcidid: 0000-0002-7550-1972
  surname: Ionel
  fullname: Ionel, Dan M.
  organization: SPARK Laboratory, Stanley and Karen Pigman College of Engineering, University of Kentucky, Lexington, KY, USA
BookMark eNpNkE1PAjEQhhuDiYDePXjoH1js13a3RwKCJBgMQjxuussUa6BL2mLEsz_cXfHgafJOnneSeXqo42oHCN1SMqCUqPvVbDhghIkB50pmil2gLlVcJYrLrIO6hCieKKXEFeqF8E4IFSkVXfQ9hmC3Di8O0e7tl462drg2WOOx9VDFZOztB-BX6zZ4Cg68jrVvYnxrkCXsjlXUrgK8rNu9biiNJ7vjJ565CC5Yc7Jui1_ib20d2jC2xoAHF_HzE16dDhCu0aXRuwA3f7OP1pOH1egxmS-ms9FwnlSMZjFheUlyJQxJq1JxIrlMm7eyjDOdGsVZyajYMEmZ4CmRZcpynnGpeL6RQhKjeR-R893K1yF4MMXB2732p4KSorVYNBaL1mLxZ7Gp3J0rFgD-4SkjOZX8B9lRbvY
CODEN ITIACR
Cites_doi 10.1109/TEC.2023.3285150
10.1109/TIA.2005.858261
10.1109/MIAS.2020.2982731
10.1016/j.egypro.2013.07.158
10.1109/ECCE47101.2021.9595129
10.1109/ITEC55900.2023.10187109
10.2172/897434
10.1109/icem49940.2020.9270672
10.1109/TIA.2018.2848979
10.1088/1742-6596/1104/1/012003
10.1002/we.1887
10.1109/Ee59906.2023.10346129
10.1109/IEMDC47953.2021.9449556
10.1201/9781315367392
10.1109/TIA.2020.2979111
10.1023/A:1008202821328
10.1109/TIA.2019.2949545
10.1109/TIA.2020.3034558
10.1109/TIA.2015.2394444
10.1109/TIA.2022.3174180
10.1002/9781119103462
10.1109/tec.2023.3272520
10.1109/ITEC55900.2023.10186958
10.1109/TEC.2006.875476
10.1109/TIA.2019.2935931
10.1109/acemp-optim44294.2019.9007106
10.1109/ICRERA55966.2022.9922808
10.1109/IEMDC55163.2023.10238962
10.1109/icit.2018.8352208
10.1049/iet-rpg.2010.0191
ContentType Journal Article
DBID 97E
RIA
RIE
AAYXX
CITATION
DOI 10.1109/TIA.2024.3396792
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005-present
IEEE All-Society Periodicals Package (ASPP) 1998-Present
IEEE Electronic Library Online
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE/IET Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1939-9367
EndPage 6123
ExternalDocumentID 10_1109_TIA_2024_3396792
10520816
Genre orig-research
GroupedDBID -~X
.DC
0R~
29I
3EH
4.4
5GY
5VS
6IK
85S
97E
AAJGR
AASAJ
ABQJQ
ACGFO
ACGFS
ACIWK
ACNCT
AENEX
AETIX
AI.
AIBXA
AKJIK
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
F5P
HZ~
H~9
IAAWW
IBMZZ
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
O9-
OCL
P2P
RIA
RIE
RIG
RNS
TAE
TN5
VH1
VJK
AAYXX
AGSQL
CITATION
ID FETCH-LOGICAL-c217t-28b0894f05cb93063650097732a5f932b214d261243506b5283736938d6460fa3
IEDL.DBID RIE
ISSN 0093-9994
IngestDate Fri Dec 06 09:04:06 EST 2024
Wed Jul 24 06:48:44 EDT 2024
IsPeerReviewed true
IsScholarly true
Issue 4
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c217t-28b0894f05cb93063650097732a5f932b214d261243506b5283736938d6460fa3
ORCID 0000-0001-6189-3218
0000-0002-6110-3113
0000-0001-8435-4030
0000-0002-7959-4387
0000-0002-0413-7026
0000-0002-7550-1972
0009-0001-6419-1366
PageCount 11
ParticipantIDs crossref_primary_10_1109_TIA_2024_3396792
ieee_primary_10520816
PublicationCentury 2000
PublicationDate 2024-07-01
PublicationDateYYYYMMDD 2024-07-01
PublicationDate_xml – month: 07
  year: 2024
  text: 2024-07-01
  day: 01
PublicationDecade 2020
PublicationTitle IEEE transactions on industry applications
PublicationTitleAbbrev TIA
PublicationYear 2024
Publisher IEEE
Publisher_xml – name: IEEE
References ref13
ref12
ref34
ref15
ref14
ref31
ref30
ref11
ref33
ref10
ref2
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
Magnetics (ref32) 2023
ref22
ref21
ref28
ref27
ref29
ref8
(ref1) 2022
ref7
ref9
ref4
(ref3) 2020; 19
ref6
ref5
References_xml – ident: ref24
  doi: 10.1109/TEC.2023.3285150
– ident: ref31
  publication-title: Maxwell, version 23.1, 2023, ANSYS Inc
– ident: ref18
  doi: 10.1109/TIA.2005.858261
– volume: 19
  start-page: 10
  volume-title: Global Offshore Wind Report 2020
  year: 2020
  ident: ref3
– ident: ref17
  doi: 10.1109/MIAS.2020.2982731
– ident: ref11
  doi: 10.1016/j.egypro.2013.07.158
– ident: ref25
  doi: 10.1109/ECCE47101.2021.9595129
– year: 2023
  ident: ref32
  article-title: Niron magnetics: Magnets rare earth vs. clean earth
  contributor:
    fullname: Magnetics
– ident: ref14
  doi: 10.1109/ITEC55900.2023.10187109
– ident: ref33
  doi: 10.2172/897434
– ident: ref20
  doi: 10.1109/icem49940.2020.9270672
– ident: ref22
  doi: 10.1109/TIA.2018.2848979
– ident: ref5
  doi: 10.1088/1742-6596/1104/1/012003
– ident: ref8
  doi: 10.1002/we.1887
– ident: ref21
  doi: 10.1109/Ee59906.2023.10346129
– ident: ref28
  doi: 10.1109/IEMDC47953.2021.9449556
– year: 2022
  ident: ref1
  article-title: Renewables 2022: Analysis and forecast to 2027
– ident: ref2
  doi: 10.1201/9781315367392
– ident: ref9
  doi: 10.1109/TIA.2020.2979111
– ident: ref29
  doi: 10.1023/A:1008202821328
– ident: ref10
  doi: 10.1109/TIA.2019.2949545
– ident: ref34
  doi: 10.1109/TIA.2020.3034558
– ident: ref27
  doi: 10.1109/TIA.2015.2394444
– ident: ref16
  doi: 10.1109/TIA.2022.3174180
– ident: ref30
  doi: 10.1002/9781119103462
– ident: ref23
  doi: 10.1109/tec.2023.3272520
– ident: ref26
  doi: 10.1109/ITEC55900.2023.10186958
– ident: ref4
  doi: 10.1109/TEC.2006.875476
– ident: ref13
  doi: 10.1109/TIA.2019.2935931
– ident: ref19
  doi: 10.1109/acemp-optim44294.2019.9007106
– ident: ref6
  doi: 10.1109/ICRERA55966.2022.9922808
– ident: ref7
  doi: 10.1109/IEMDC55163.2023.10238962
– ident: ref15
  doi: 10.1109/icit.2018.8352208
– ident: ref12
  doi: 10.1049/iet-rpg.2010.0191
SSID ssj0014514
Score 2.491003
Snippet This paper presents a large-scale multi-objective design optimization for a direct-drive wind turbine generator concept that is based upon an experimentally...
SourceID crossref
ieee
SourceType Aggregation Database
Publisher
StartPage 6113
SubjectTerms design optimization
Direct-drive generator
double-salient
flux-intensifying topology
flux-reversal
flux-switching
Generators
Prototypes
Rotors
spoke permanent magnets
Stator windings
synchronous machine
Topology
toroidal winding
wind turbine
Wind turbines
Windings
Title Design Optimization of a Direct-Drive Wind Generator With a Reluctance Rotor and a Flux Intensifying Stator Using Different PM Types
URI https://ieeexplore.ieee.org/document/10520816
Volume 60
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PS8MwFA5uJz34c-L8RQ5ePGRmado0x-EcU9iUseFupUlTBOcmswXx7B_uS9LJFARvbZq2IS9Nvq9573sIXWRMhIYxRdJYCcJNOyOSRinJAWpLCfxBGRsoPBhG_Qm_m4bTKljdxcIYY5zzmWnZQ7eXny10aX-VwRceMpsoooZqQkY-WOt7y4BXQt5A0Qm8hq_2JKm8Gt92gAky3goCGQnJfqxBa0lV3JrS20HDVWu8K8lzqyxUS3_8Emr8d3N30XaFLnHHD4c9tGHm-2hrTXPwAH12nc8Gvoe54qUKwsSLHKfYz36ku4QJED8CV8dekxpYOZwWT1BlZGalLuxAwaOFLU-hVop7s_IdV87wLm4KWwwLl51DAjzYJ2Ep8MMAW-L71kCT3s34uk-qVAxEA2cpCIsVjSXPaaiVBJYRALCjAB0DloY5QEDF2jyzamSAvmikrGKMCCIZxFnEI5qnwSGqzxdzc4Sw1kIbLcNQtHMuBE21AthoVByYOGPaNNHlyjjJq1fcSBxToTIBQybWkEllyCZq2G5fq-d7_PiP8hO0aW_37ranqF4sS3MGoKJQ524wfQHOlMfE
link.rule.ids 314,780,784,796,27924,27925,54758
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NT8MgFCc6D-rBb-P85ODFA5MB_eBo1GV-bJpli96aQmlM1NVomxjP_uE-oDPTxMRbSwklPAq_X3nv9xA6zFgUGMYUSWMVEWHaGZE0TEkOUFtK4A_K2EDhXj_sjsTlfXBfB6u7WBhjjHM-My176c7ys0JX9lcZfOEBs4kiZtFcIADo-nCt70MDUUt5A0kn8CIxOZWk8nh4cQJckIkW5zKMJPuxC02lVXG7SmcZ9Sf98c4kj62qVC398Uuq8d8dXkFLNb7EJ35CrKIZM15Di1Oqg-vo88x5beAbWC2e6zBMXOQ4xX79I2evsATiO2Dr2KtSAy-H2_IBqgzMU6VLO1XwoLDlKdRKceepese1O7yLnMIWxcJj55IADfs0LCW-7WFLfd820KhzPjztkjoZA9HAWkrCYkVjKXIaaCWBZ3CAdhTAI2dpkAMIVKwtMqtHBviLhspqxkQ8lDzOQhHSPOWbqDEuxmYLYa0jbbQMgqidiyiiqVYAHI2KuYkzpk0THU2Mk7x4zY3EcRUqEzBkYg2Z1IZsog077FP1_Ihv_1F-gOa7w951cn3Rv9pBC7Yp73y7ixrla2X2AGKUat9NrC-Ab8sX
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Design+Optimization+of+a+Direct-Drive+Wind+Generator+With+a+Reluctance+Rotor+and+a+Flux+Intensifying+Stator+Using+Different+PM+Types&rft.jtitle=IEEE+transactions+on+industry+applications&rft.au=Mohammadi%2C+Ali&rft.au=Badewa%2C+Oluwaseun+A.&rft.au=Chulaee%2C+Yaser&rft.au=Lewis%2C+Donovin+D.&rft.date=2024-07-01&rft.pub=IEEE&rft.issn=0093-9994&rft.eissn=1939-9367&rft.volume=60&rft.issue=4&rft.spage=6113&rft.epage=6123&rft_id=info:doi/10.1109%2FTIA.2024.3396792&rft.externalDocID=10520816
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0093-9994&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0093-9994&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0093-9994&client=summon