Design and experimental implementation of skewed stator structured PM generator using Multi-Objective Genetic Algorithm for gearless direct driven wind system
This study presents the electromagnetic design, analysis, optimization with Multi-Objective Genetic Algorithm (MOGA) and implementation of a permanent magnet (PM) generator for gearless direct-driven wind turbine applications. The main purposes of this study are to achieve a cost-effective system, c...
Uloženo v:
| Vydáno v: | Ain Shams Engineering Journal Ročník 15; číslo 12; s. 103067 |
|---|---|
| Hlavní autoři: | , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier B.V
01.12.2024
Elsevier |
| Témata: | |
| ISSN: | 2090-4479 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | This study presents the electromagnetic design, analysis, optimization with Multi-Objective Genetic Algorithm (MOGA) and implementation of a permanent magnet (PM) generator for gearless direct-driven wind turbine applications. The main purposes of this study are to achieve a cost-effective system, create compact design with improved cogging torque and obtain high efficiency design. Two output objective functions (cost and efficiency) are improved by using geometric dimensions parameters of the generator in MOGA optimization. Simulation and experimental results have been compared and obtained as very close to each other. Both the simulations and experimental study have demonstrated that the efficiency of the proposed structure is achieved at the desired level. The efficiency of the wind power system has been improved and hardware cost is reduced via the proposed MOGA-based optimization approach for skewed stator PM generator. |
|---|---|
| AbstractList | This study presents the electromagnetic design, analysis, optimization with Multi-Objective Genetic Algorithm (MOGA) and implementation of a permanent magnet (PM) generator for gearless direct-driven wind turbine applications. The main purposes of this study are to achieve a cost-effective system, create compact design with improved cogging torque and obtain high efficiency design. Two output objective functions (cost and efficiency) are improved by using geometric dimensions parameters of the generator in MOGA optimization. Simulation and experimental results have been compared and obtained as very close to each other. Both the simulations and experimental study have demonstrated that the efficiency of the proposed structure is achieved at the desired level. The efficiency of the wind power system has been improved and hardware cost is reduced via the proposed MOGA-based optimization approach for skewed stator PM generator. |
| ArticleNumber | 103067 |
| Author | Topaloglu, Ismail Yiğit, Mahmud Esad Bektaş, Enes Korkmaz, Fatih |
| Author_xml | – sequence: 1 givenname: Ismail surname: Topaloglu fullname: Topaloglu, Ismail email: ismail.topaloglu@glasgow.ac.uk organization: James Watt Engineering Faculty, University of Glasgow, Glasgow, UK – sequence: 2 givenname: Enes surname: Bektaş fullname: Bektaş, Enes email: enesbektas@karatekin.edu.tr organization: Faculty of Engineering, Department of Electrical and Electronics Engineering, Çankırı Karatekin University, Çankırı, Turkiye – sequence: 3 givenname: Mahmud Esad surname: Yiğit fullname: Yiğit, Mahmud Esad email: eyigit@karatekin.edu.tr organization: Faculty of Engineering, Department of Electrical and Electronics Engineering, Çankırı Karatekin University, Çankırı, Turkiye – sequence: 4 givenname: Fatih surname: Korkmaz fullname: Korkmaz, Fatih email: fkorkmaz@karatekin.edu.tr organization: Faculty of Engineering, Department of Electrical and Electronics Engineering, Çankırı Karatekin University, Çankırı, Turkiye |
| BookMark | eNp9UctuFDEQ9CFIhJAf4OQfmMWveazEJQoQIiUKBzhbHrs99DBrr2xvQn6Gb8W7gzhwyKlb1V1ld9UbchZiAELecbbhjHfv543JMG8EE6oCknX9GTkXbMsapfrta3KZM46s9mJoh_ac_P4IGadATXAUfu0h4Q5CMQvF3X6BU18wBho9zT_hCRzNFYmplnSw5ZAq8vWeThAgnfBDxjDR-8NSsHkYZ7AFH4He1HlBS6-WKSYsP3bU190JTFogZ-ow1UXqUt0N9AnrZ_JzLrB7S155s2S4_FsvyPfPn75df2nuHm5ur6_uGqs4Kw03bQdOMdOPgxol8E74QUk5cmNsD6ZjYuTCS9a2xxmAtN54Z0HUxvdGXpDbVddFM-t9dcGkZx0N6hMQ06RNqgcsoMVolbO8FZ5v61u9UcI5OXSdaAcJTFUtsWrZFHNO4P_pcaaPIelZH0PSx5D0GlIlDf-RLK7Wl2RweZn6YaVCNegRIelsEYKF1dV6Ab5E_wP7j7YN |
| CitedBy_id | crossref_primary_10_1016_j_ijheatfluidflow_2025_109993 crossref_primary_10_3390_electronics13244968 |
| Cites_doi | 10.1016/j.heliyon.2024.e28912 10.1016/j.egypro.2019.01.097 10.1016/j.egyr.2020.11.224 10.1109/EEEIC.2014.6835878 10.1109/ICAMechS.2015.7287122 10.1109/4235.996017 10.1016/j.isatra.2019.05.029 10.1007/s12652-021-03638-3 10.1016/j.renene.2019.09.049 10.1109/74.632992 10.1109/TMAG.2017.2768600 10.1109/TASC.2017.2716818 10.1016/j.asoc.2024.111540 10.1007/s00521-014-1676-z 10.1109/MEPCON47431.2019.9007931 10.1109/TIA.2019.2949545 10.1109/ICPE.2015.7168083 10.1016/j.knosys.2024.111624 10.1109/74.382334 10.1109/8.558650 10.1109/SCORED.2015.7449431 10.1007/s00500-023-08315-5 10.1109/TIE.2017.2721928 10.1109/TLA.2016.7795827 10.1109/ISEF45929.2019.9096894 10.1109/ITEC-AP.2014.6940990 10.3390/app13052777 10.1109/TEC.2018.2803058 10.1016/j.egyr.2020.11.020 |
| ContentType | Journal Article |
| Copyright | 2024 THE AUTHORS |
| Copyright_xml | – notice: 2024 THE AUTHORS |
| DBID | 6I. AAFTH AAYXX CITATION DOA |
| DOI | 10.1016/j.asej.2024.103067 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
| DeliveryMethod | fulltext_linktorsrc |
| ExternalDocumentID | oai_doaj_org_article_2bc4dc152f194b37a42dd38662583e04 10_1016_j_asej_2024_103067 S2090447924004428 |
| GroupedDBID | 6I. AAFTH ALMA_UNASSIGNED_HOLDINGS M~E AAYXX CITATION GROUPED_DOAJ |
| ID | FETCH-LOGICAL-c410t-1a56ed40a7b84b3e162f8433b1aac7ea602b12f3055e162ee3cfafdce23cff7a3 |
| IEDL.DBID | DOA |
| ISICitedReferencesCount | 3 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001390561800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2090-4479 |
| IngestDate | Fri Oct 03 12:38:16 EDT 2025 Tue Nov 18 22:36:16 EST 2025 Sat Nov 29 03:43:51 EST 2025 Sat Feb 01 16:08:25 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 12 |
| Keywords | MOGA Skewed stator PM generator Wind power Genetic Algorithm |
| Language | English |
| License | This is an open access article under the CC BY license. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c410t-1a56ed40a7b84b3e162f8433b1aac7ea602b12f3055e162ee3cfafdce23cff7a3 |
| OpenAccessLink | https://doaj.org/article/2bc4dc152f194b37a42dd38662583e04 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_2bc4dc152f194b37a42dd38662583e04 crossref_primary_10_1016_j_asej_2024_103067 crossref_citationtrail_10_1016_j_asej_2024_103067 elsevier_sciencedirect_doi_10_1016_j_asej_2024_103067 |
| PublicationCentury | 2000 |
| PublicationDate | December 2024 2024-12-00 2024-12-01 |
| PublicationDateYYYYMMDD | 2024-12-01 |
| PublicationDate_xml | – month: 12 year: 2024 text: December 2024 |
| PublicationDecade | 2020 |
| PublicationTitle | Ain Shams Engineering Journal |
| PublicationYear | 2024 |
| Publisher | Elsevier B.V Elsevier |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier |
| References | Mohamodhosen B, Tounzi A, Gillon F. Topology optimisation of a salient pole synchronous generator. In: 2019 19th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering (ISEF), pp. 1-2, Nancy, France, 2019. doi: 10.1109/ISEF45929.2019.9096894. Weile, Michielssen (b0255) 1997; 45 Wang, Niu, Yang (b0180) 2018; 54 Fonseca CM, Fleming P. “Genetic algorithms for multiobjective optimization: formulation discussion and generalization. Shin H, Lee K. “Optimal design of a switched reluctance generator for small wind power system using a genetic algorithm. In: 2015 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), pp. 2209-2214, Seoul, Korea (South), 2015. doi: 10.1109/ICPE.2015.7168083. Yarlagadda, Gnanendar (b0165) 2020 Deb, Pratap, Agarwal, Meyarivan (b0275) 2002; 6 Prakht, Dmitrievskii, Kazakbaev, Ibrahim (b0075) 2020; 6 Lee, Kim, Lee, Kim (b0015) 2016; 26 Zohoori A, Vahedi A, Noroozi MA. Design study of FSPM generator with novel outer rotor configuration for small wind turbine application. In: 2014 14th International Conference on Environment and Electrical Engineering, pp. 275-279, Krakow, Poland, 2014,. de la Cruz Soto, Ramirez, Delgado (b0050) 2016; 14 Guan (b0030) 2017; 27 Goldberg DE. Genetic Algorithms in Search, Optimization and Machine Learning Reading, Addison-Wesley: Boston, MA, USA, 1989. Aravinth, Anand Vatul, Narayanan (b0135) 2019 Thejaswini, Phani Raju (b0125) 2018 Wu, Qu, Li, Fang, Fu (b0130) 2015 Ghods, Nasiri-Gheidari, Tootoonchian, Oraee (b0055) 2018; 33 Zhang, Zhang, Gerada, Li (b0060) 2015 Zhang, Jiang, Zhao, Hua (b0190) 2019; 55 Sabir, Said, Al-Mdallal (b0120) 2024; 10 . Sabir, Raja, Sadat, Ahmed, Ali, Al-Kouz (b0090) 2022; 12 Fatunmbi, Belkacemi, Ariyo, Radman (b0140) 2017 Akuru, Kamper (b0225) 2018; 65 Gul, Gao, Lenwari (b0025) 2020.; 56 Sabir, Ali, Sadat (b0085) 2023; 14 Hongwei Fang, Wei (b0215) 2020; 6 Riquelme, Madariaga, Jara, Bramerdorfer, Tapia, Riedemann (b0240) 2023; 13 Bouloukza, Mourad, Medoued, Soufi (b0220) 2016; 25 Raja, Sabir, Mehmood, Al-Aidarous, Khan (b0100) 2015; 26 San Mateo, CA, USA, Morgan Kaufmann, July 1993. Xu, Maki, Izumi (b0020) 2016; 26 Kilk, Kudrjavtsev (b0045) 2012 Sabir, Khalique, Raja, Baleanu (b0095) 2021; 136 Johnson, Rahmat-Samii (b0265) 1997; 39 Li X, Yang Z, Song D. “A novel outer rotor axial primary magnetic circuit permanent magnet generator.” In: 2015 International Conference on Advanced Mechatronic Systems (ICAMechS), Beijing, China, 2015, pp. 20-23. doi: 10.1109/ICAMechS.2015.7287122. Enany (b0150) 2016 Gidd, Mhetre, Korachagaon (b0145) 2018 Haupt, Werner (b0280) 2007 Wei, Nakamura, Imai (b0205) 2020; vol. 147, part 1 Sabir, Ali, Raja, Sadat (b0080) 2024; 28 Hans, Kaushik, Manikandan (b0155) 2015 Dobzhanskyi, Gouws, Amiri (b0175) 2016 Zhang Yujie, Dong Lei, You Yuyang, Gao Yang, Liao Xiaozhong. Design and finite element analysis of outer-rotor-type switched reluctance generator in wind power generation. In: 2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific), Beijing, China, 2014, pp. 1-5. doi: 10.1109/ITEC-AP.2014.6940990. Tarımer, Ocak (b0235) 2009; 92 Sabir, Umar, Wahab, Bhad, Unlu (b0115) 2024; 157 Sitharthan, Karthikeyan, Shanmuga Sundar, Rajasekaran (b0210) 2020; 96 Haupt (b0260) 1995; 37 Grebenikov, Gamaliia (b0065) 2019 Veinovic, Stojic, Joksimovic, Klasnic (b0195) 2017 Bhat, Sabir, Raja, Saeed, Alshehri (b0110) 2024; 292 Walid ASE, Alaboudy AHK, Azmy AM. Comparison between outer crowbar and RSFCL for LVRT capability enhancement of wind turbines conversion system. In: 2019 21st International Middle East Power Systems Conference (MEPCON), pp. 884-889, Cairo, Egypt, 2019. doi: 10.1109/MEPCON47431.2019.9007931. Cai, Wood, Sun (b0070) 2013 Bin Sulaiman E, Arab AM. Fundamental study of outer-rotor hybrid excitation flux switching generator for grid-connected wind turbine applications. In: 2015 IEEE Student Conference on Research and Development (SCOReD), pp. 716-720, Kuala Lumpur, Malaysia, 2015. Fang, Chen (b0200) 2019; 158 Fatima, Sabir, Baleanu, Alhazmi (b0105) 2024; 56 Ebadi, Abdoos, Moazzen, Gholamian (b0230) 2022; 9 Miller, Hendersot (b0245) 1995 Gul (10.1016/j.asej.2024.103067_b0025) 2020; 56 Wu (10.1016/j.asej.2024.103067_b0130) 2015 Sitharthan (10.1016/j.asej.2024.103067_b0210) 2020; 96 Bhat (10.1016/j.asej.2024.103067_b0110) 2024; 292 10.1016/j.asej.2024.103067_b0005 Lee (10.1016/j.asej.2024.103067_b0015) 2016; 26 Thejaswini (10.1016/j.asej.2024.103067_b0125) 2018 Johnson (10.1016/j.asej.2024.103067_b0265) 1997; 39 Yarlagadda (10.1016/j.asej.2024.103067_b0165) 2020 Sabir (10.1016/j.asej.2024.103067_b0080) 2024; 28 10.1016/j.asej.2024.103067_b0160 10.1016/j.asej.2024.103067_b0040 Deb (10.1016/j.asej.2024.103067_b0275) 2002; 6 de la Cruz Soto (10.1016/j.asej.2024.103067_b0050) 2016; 14 Sabir (10.1016/j.asej.2024.103067_b0115) 2024; 157 Fang (10.1016/j.asej.2024.103067_b0200) 2019; 158 Kilk (10.1016/j.asej.2024.103067_b0045) 2012 Riquelme (10.1016/j.asej.2024.103067_b0240) 2023; 13 Haupt (10.1016/j.asej.2024.103067_b0280) 2007 Dobzhanskyi (10.1016/j.asej.2024.103067_b0175) 2016 Hongwei Fang (10.1016/j.asej.2024.103067_b0215) 2020; 6 Enany (10.1016/j.asej.2024.103067_b0150) 2016 Zhang (10.1016/j.asej.2024.103067_b0190) 2019; 55 10.1016/j.asej.2024.103067_b0250 Sabir (10.1016/j.asej.2024.103067_b0095) 2021; 136 10.1016/j.asej.2024.103067_b0010 Bouloukza (10.1016/j.asej.2024.103067_b0220) 2016; 25 10.1016/j.asej.2024.103067_b0170 Sabir (10.1016/j.asej.2024.103067_b0085) 2023; 14 Veinovic (10.1016/j.asej.2024.103067_b0195) 2017 Tarımer (10.1016/j.asej.2024.103067_b0235) 2009; 92 Fatunmbi (10.1016/j.asej.2024.103067_b0140) 2017 Raja (10.1016/j.asej.2024.103067_b0100) 2015; 26 Hans (10.1016/j.asej.2024.103067_b0155) 2015 Haupt (10.1016/j.asej.2024.103067_b0260) 1995; 37 Ebadi (10.1016/j.asej.2024.103067_b0230) 2022; 9 Sabir (10.1016/j.asej.2024.103067_b0120) 2024; 10 Guan (10.1016/j.asej.2024.103067_b0030) 2017; 27 Zhang (10.1016/j.asej.2024.103067_b0060) 2015 Cai (10.1016/j.asej.2024.103067_b0070) 2013 Akuru (10.1016/j.asej.2024.103067_b0225) 2018; 65 10.1016/j.asej.2024.103067_b0185 Gidd (10.1016/j.asej.2024.103067_b0145) 2018 Miller (10.1016/j.asej.2024.103067_b0245) 1995 Prakht (10.1016/j.asej.2024.103067_b0075) 2020; 6 Wang (10.1016/j.asej.2024.103067_b0180) 2018; 54 Xu (10.1016/j.asej.2024.103067_b0020) 2016; 26 Sabir (10.1016/j.asej.2024.103067_b0090) 2022; 12 Fatima (10.1016/j.asej.2024.103067_b0105) 2024; 56 Weile (10.1016/j.asej.2024.103067_b0255) 1997; 45 Wei (10.1016/j.asej.2024.103067_b0205) 2020; vol. 147, part 1 10.1016/j.asej.2024.103067_b0035 Ghods (10.1016/j.asej.2024.103067_b0055) 2018; 33 Grebenikov (10.1016/j.asej.2024.103067_b0065) 2019 Aravinth (10.1016/j.asej.2024.103067_b0135) 2019 10.1016/j.asej.2024.103067_b0270 |
| References_xml | – start-page: 1755 year: 2015 end-page: 1760 ident: b0130 article-title: Structure optimization of rotor supporting of permanent magnet direct drive synchronous generators for large wind turbine based on genetic algorithm and finite element method publication-title: 2015 IEEE International Electric Machines & Drives Conference (IEMDC) Coeur d'Alene, ID, USA – volume: 158 start-page: 327 year: 2019 end-page: 332 ident: b0200 article-title: Analysis and Reduction of the cogging torque of flux-modulated generator for wave energy conversion publication-title: Energy Procedia – reference: Bin Sulaiman E, Arab AM. Fundamental study of outer-rotor hybrid excitation flux switching generator for grid-connected wind turbine applications. In: 2015 IEEE Student Conference on Research and Development (SCOReD), pp. 716-720, Kuala Lumpur, Malaysia, 2015. – volume: 6 start-page: 397 year: 2020 end-page: 401 ident: b0215 article-title: Design of dual-rotor PMSG for wave energy conversion publication-title: Energy Rep – volume: 56 start-page: 216 year: 2020. end-page: 225 ident: b0025 article-title: Optimal design of a 5-MW double-stator single-rotor PMSG for offshore direct drive wind turbines publication-title: IEEE Trans Ind Appl – volume: 14 start-page: 4547 year: 2016 end-page: 4553 ident: b0050 article-title: Strategies for improving voltage waveform of an outer rotor PMSG: no-load prototype testing publication-title: IEEE Lat Am Trans – volume: 26 start-page: 1 year: 2016 end-page: 5 ident: b0015 article-title: Multiobjective Optimization design of small-scale wind power generator with outer rotor based on box-behnken design publication-title: IEEE Trans Appl Supercond – reference: Shin H, Lee K. “Optimal design of a switched reluctance generator for small wind power system using a genetic algorithm. In: 2015 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), pp. 2209-2214, Seoul, Korea (South), 2015. doi: 10.1109/ICPE.2015.7168083. – start-page: 1 year: 2017 end-page: 5 ident: b0195 article-title: Control of rotary exciter with series and separetly excitation windings excitation system of generator a2 at power plant “Kostolac A” publication-title: 2017 International Symposium on Power Electronics (ee) Novi Sad, Serbia – reference: Goldberg DE. Genetic Algorithms in Search, Optimization and Machine Learning Reading, Addison-Wesley: Boston, MA, USA, 1989. – reference: , San Mateo, CA, USA, Morgan Kaufmann, July 1993. – volume: 157 year: 2024 ident: b0115 article-title: Heuristic computing performances based Gudermannian neural network to solve the eye surgery corneal model publication-title: Appl Soft Comput – volume: 65 start-page: 1828 year: 2018 end-page: 1836 ident: b0225 article-title: Formulation and Multi-Objective design optimisation of wound-field flux switching machines for wind energy drives publication-title: IEEE Trans Ind Electron – volume: 27 start-page: 1 year: 2017 end-page: 9 ident: b0030 article-title: Influence of pole number and stator outer diameter on volume, weight, and cost of superconducting generators with iron-cored rotor topology for wind turbines publication-title: IEEE Trans Appl Supercond – volume: 45 start-page: 343 year: 1997 end-page: 353 ident: b0255 article-title: Genetic algorithm optimization applied to electromagnetics: a review publication-title: IEEE Trans Antennas Propag – volume: 39 start-page: 7 year: 1997 end-page: 21 ident: b0265 article-title: Genetic algorithms in engineering electromagnetics publication-title: IEEE Antennas Propag Mag – volume: 54 start-page: 1 year: 2018 end-page: 4 ident: b0180 article-title: Design optimization of a novel scale-down hybrid-excited dual permanent magnet generator for direct-drive wind power application publication-title: IEEE Trans Magn – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: b0275 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans Evol Comput – start-page: 407 year: 2016 end-page: 412 ident: b0150 article-title: Terminal voltage control of a standalone SEIG using Genetic Algorithm optimized ANFIS controller publication-title: 2016 Eighteenth International Middle East Power Systems Conference (MEPCON) Cairo, Egypt – volume: 26 start-page: 1 year: 2015 end-page: 23 ident: b0100 article-title: Design of stochastic solvers based on genetic algorithms for solving nonlinear equations publication-title: Neural Comput Applic – volume: 26 start-page: 1 year: 2016 end-page: 5 ident: b0020 article-title: Optimization Study of machine parameters for 10-MW salient-pole wind turbine HTS generators publication-title: IEEE Trans Appl Supercond – volume: 12 start-page: 2458 year: 2022 end-page: 2474 ident: b0090 article-title: Fractional Meyer neural network procedures optimized by the genetic algorithm to solve the Bagley-Torvik model publication-title: J Appl Anal Comput – start-page: 1 year: 2018 end-page: 5 ident: b0125 article-title: Optimizing Wind Turbine-Generator Design Using Genetic Algorithm publication-title: 2018 Second International Conference on Advances in Electronics, Computers and Communications (ICAECC) Bangalore, India – start-page: 1347 year: 2019 end-page: 1351 ident: b0135 article-title: A Multi Objective Framework for Optimal Installation of Distributed Generator Units Using Genetic Algorithm publication-title: 2019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) Chengdu, China – volume: 96 start-page: 479 year: 2020 end-page: 489 ident: b0210 article-title: Adaptive hybrid intelligent MPPT controller to approximate effectual wind speed and optimal rotor speed of variable speed wind turbine publication-title: ISA Trans – reference: Fonseca CM, Fleming P. “Genetic algorithms for multiobjective optimization: formulation discussion and generalization. – start-page: 561 year: 2020 end-page: 565 ident: b0165 article-title: Dynamic Stability Improvement Using Genetic Algorithm Tuned Controllers Embeded in Generator Control Loops publication-title: 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC) Erode, India – start-page: 1 year: 2017 end-page: 5 ident: b0140 article-title: Genetic algorithm based optimized load frequency control for storageless photo voltaic generation in a two area multi-agent system publication-title: 2017 North American Power Symposium (NAPS) Morgantown, WV, USA – start-page: 1 year: 2015 ident: b0060 article-title: Optimization on the tooth top shape of a high speed permanent magnetic generator publication-title: 2015 IEEE International Magnetics Conference (INTERMAG) Beijing, China – year: 2007 ident: b0280 article-title: Genetic Algorithm in Electromagnetics – year: 1995 ident: b0245 article-title: Design of Brushless Permanent Magnet Motors – start-page: 1698 year: 2013 end-page: 1701 ident: b0070 article-title: Small wind turbine generator monitoring: a test facility and preliminary analysis publication-title: 2013 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Chengdu, China – volume: 25 start-page: 1533 year: 2016 end-page: 1544 ident: b0220 article-title: Multi-objective optimization design and performance evaluation of slotted Halbach PMSM using Monte Carlo method publication-title: Sci Iran Trans D: Comput Sci Eng Elect Eng – volume: 14 start-page: 8913 year: 2023 end-page: 8922 ident: b0085 article-title: Gudermannian neural networks using the optimization procedures of genetic algorithm and active set approach for the three-species food chain nonlinear model publication-title: J Ambient Intell Hum Comput – volume: 10 start-page: pp year: 2024 ident: b0120 article-title: Bio inspired heuristic computing scheme for the human liver nonlinear model publication-title: Heliyon – start-page: 126 year: 2019 end-page: 129 ident: b0065 article-title: Comparative analysis of two types of generators with permanent magnets for wind turbine publication-title: 2019 IEEE International Conference on Modern Electrical and Energy Systems (MEES) Kremenchuk, Ukraine – volume: 28 start-page: 607 year: 2024 end-page: 625 ident: b0080 article-title: An efficient computational procedure to solve the biological nonlinear Leptospirosis model using the genetic algorithms publication-title: Soft Comput – start-page: 1 year: 2016 end-page: 8 ident: b0175 article-title: Comparison analysis of PM transverse flux outer rotor machines with and without magnetic shunts publication-title: 2016 IEEE Energy Conversion Congress and Exposition (ECCE) Milwaukee, WI, USA – volume: vol. 147, part 1 start-page: 1653 year: 2020 end-page: 1662 ident: b0205 article-title: Development and optimization of low-speed and high-efficiency permanent magnet generator for micro hydro-electrical generation system publication-title: Renew Energy – volume: 292 year: 2024 ident: b0110 article-title: A novel heuristic Morlet wavelet neural network procedure to solve the delay differential perturbed singular model publication-title: Knowl-Based Syst – volume: 92 start-page: 65 year: 2009 end-page: 70 ident: b0235 article-title: Performance comparision of internal and external rotor structured wind generators mounted from same permanent magnets on same geometry publication-title: Elektronika Ir Elektrotechnika – reference: Zhang Yujie, Dong Lei, You Yuyang, Gao Yang, Liao Xiaozhong. Design and finite element analysis of outer-rotor-type switched reluctance generator in wind power generation. In: 2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific), Beijing, China, 2014, pp. 1-5. doi: 10.1109/ITEC-AP.2014.6940990. – reference: Walid ASE, Alaboudy AHK, Azmy AM. Comparison between outer crowbar and RSFCL for LVRT capability enhancement of wind turbines conversion system. In: 2019 21st International Middle East Power Systems Conference (MEPCON), pp. 884-889, Cairo, Egypt, 2019. doi: 10.1109/MEPCON47431.2019.9007931. – start-page: 165 year: 2015 end-page: 169 ident: b0155 article-title: Multi-objective optimization of two stage series connected thermo-electric generator using genetic algorithm publication-title: 2015 International Conference on Futuristic Trends on Computational Analysis and Knowledge Management (ABLAZE) Greater Noida, India – start-page: 1 year: 2018 end-page: 6 ident: b0145 article-title: Optimum Position and Optimum Size of the Distributed Generators for Different Bus Network Using Genetic Algorithm publication-title: 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA) Pune, India – reference: Li X, Yang Z, Song D. “A novel outer rotor axial primary magnetic circuit permanent magnet generator.” In: 2015 International Conference on Advanced Mechatronic Systems (ICAMechS), Beijing, China, 2015, pp. 20-23. doi: 10.1109/ICAMechS.2015.7287122. – volume: 136 year: 2021 ident: b0095 article-title: Evolutionary computing for nonlinear singular boundary value problems using neural network, genetic algorithm and active-set algorithm publication-title: Eur Phys J Plus – volume: 55 start-page: 1 year: 2019 end-page: 6 ident: b0190 article-title: An Improved brushless doubly fed generator with interior PM Rotor for wind power applications publication-title: IEEE Trans Magn – volume: 56 year: 2024 ident: b0105 article-title: Gudermannian neural networks for two-point nonlinear singular model arising in the thermal-explosion theory publication-title: Neural Process Lett – start-page: 1 year: 2012 end-page: 6 ident: b0045 article-title: Study and verification of a slow speed PM generator with outer rotor for small scale wind turbines publication-title: 2012 Electric Power Quality and Supply Reliability Tartu, Estonia – volume: 33 start-page: 1213 year: 2018 end-page: 1221 ident: b0055 article-title: Design improvement of a small, outer rotor, permanent magnet vernier generator for supplying traffic enforcement camera publication-title: IEEE Trans Energy Convers – volume: 9 start-page: 109 year: 2022 end-page: 121 ident: b0230 article-title: Multiobjective design optimization of a multi-phase outer-rotor permanent magnet wind generator publication-title: J Renew Energy Environ (JREE) – reference: . – volume: 37 start-page: 7 year: 1995 end-page: 15 ident: b0260 article-title: An introduction to genetic algorithms for electromagnetics publication-title: IEEE Antennas Propag Mag – volume: 6 start-page: 1365 year: 2020 end-page: 1369 ident: b0075 article-title: Comparison between rare-earth and ferrite permanent magnet flux-switching generators for gearless wind turbines publication-title: Energy Rep – reference: Mohamodhosen B, Tounzi A, Gillon F. Topology optimisation of a salient pole synchronous generator. In: 2019 19th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering (ISEF), pp. 1-2, Nancy, France, 2019. doi: 10.1109/ISEF45929.2019.9096894. – volume: 13 start-page: 2777 year: 2023 ident: b0240 article-title: Study on stator-rotor misalignment in modular permanent magnet synchronous machines with different slot/pole combinations publication-title: Appl Sci – reference: Zohoori A, Vahedi A, Noroozi MA. Design study of FSPM generator with novel outer rotor configuration for small wind turbine application. In: 2014 14th International Conference on Environment and Electrical Engineering, pp. 275-279, Krakow, Poland, 2014,. – start-page: 407 year: 2016 ident: 10.1016/j.asej.2024.103067_b0150 article-title: Terminal voltage control of a standalone SEIG using Genetic Algorithm optimized ANFIS controller – volume: 10 start-page: pp issue: 7 year: 2024 ident: 10.1016/j.asej.2024.103067_b0120 article-title: Bio inspired heuristic computing scheme for the human liver nonlinear model publication-title: Heliyon doi: 10.1016/j.heliyon.2024.e28912 – volume: 158 start-page: 327 year: 2019 ident: 10.1016/j.asej.2024.103067_b0200 article-title: Analysis and Reduction of the cogging torque of flux-modulated generator for wave energy conversion publication-title: Energy Procedia doi: 10.1016/j.egypro.2019.01.097 – ident: 10.1016/j.asej.2024.103067_b0270 – start-page: 1 year: 2018 ident: 10.1016/j.asej.2024.103067_b0145 article-title: Optimum Position and Optimum Size of the Distributed Generators for Different Bus Network Using Genetic Algorithm – volume: 6 start-page: 397 issue: supplement 9 year: 2020 ident: 10.1016/j.asej.2024.103067_b0215 article-title: Design of dual-rotor PMSG for wave energy conversion publication-title: Energy Rep doi: 10.1016/j.egyr.2020.11.224 – start-page: 1 year: 2017 ident: 10.1016/j.asej.2024.103067_b0140 article-title: Genetic algorithm based optimized load frequency control for storageless photo voltaic generation in a two area multi-agent system – ident: 10.1016/j.asej.2024.103067_b0035 doi: 10.1109/EEEIC.2014.6835878 – ident: 10.1016/j.asej.2024.103067_b0040 doi: 10.1109/ICAMechS.2015.7287122 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.asej.2024.103067_b0275 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Trans Evol Comput doi: 10.1109/4235.996017 – volume: 26 start-page: 1 issue: 4 year: 2016 ident: 10.1016/j.asej.2024.103067_b0015 article-title: Multiobjective Optimization design of small-scale wind power generator with outer rotor based on box-behnken design publication-title: IEEE Trans Appl Supercond – start-page: 1 year: 2018 ident: 10.1016/j.asej.2024.103067_b0125 article-title: Optimizing Wind Turbine-Generator Design Using Genetic Algorithm – start-page: 1 year: 2017 ident: 10.1016/j.asej.2024.103067_b0195 article-title: Control of rotary exciter with series and separetly excitation windings excitation system of generator a2 at power plant “Kostolac A” – volume: 55 start-page: 1 issue: 7 year: 2019 ident: 10.1016/j.asej.2024.103067_b0190 article-title: An Improved brushless doubly fed generator with interior PM Rotor for wind power applications publication-title: IEEE Trans Magn – volume: 96 start-page: 479 year: 2020 ident: 10.1016/j.asej.2024.103067_b0210 article-title: Adaptive hybrid intelligent MPPT controller to approximate effectual wind speed and optimal rotor speed of variable speed wind turbine publication-title: ISA Trans doi: 10.1016/j.isatra.2019.05.029 – start-page: 126 year: 2019 ident: 10.1016/j.asej.2024.103067_b0065 article-title: Comparative analysis of two types of generators with permanent magnets for wind turbine – volume: 9 start-page: 109 issue: 4 year: 2022 ident: 10.1016/j.asej.2024.103067_b0230 article-title: Multiobjective design optimization of a multi-phase outer-rotor permanent magnet wind generator publication-title: J Renew Energy Environ (JREE) – start-page: 1 year: 2015 ident: 10.1016/j.asej.2024.103067_b0060 article-title: Optimization on the tooth top shape of a high speed permanent magnetic generator – start-page: 1347 year: 2019 ident: 10.1016/j.asej.2024.103067_b0135 article-title: A Multi Objective Framework for Optimal Installation of Distributed Generator Units Using Genetic Algorithm – volume: 14 start-page: 8913 year: 2023 ident: 10.1016/j.asej.2024.103067_b0085 article-title: Gudermannian neural networks using the optimization procedures of genetic algorithm and active set approach for the three-species food chain nonlinear model publication-title: J Ambient Intell Hum Comput doi: 10.1007/s12652-021-03638-3 – volume: vol. 147, part 1 start-page: 1653 year: 2020 ident: 10.1016/j.asej.2024.103067_b0205 article-title: Development and optimization of low-speed and high-efficiency permanent magnet generator for micro hydro-electrical generation system publication-title: Renew Energy doi: 10.1016/j.renene.2019.09.049 – ident: 10.1016/j.asej.2024.103067_b0250 – volume: 39 start-page: 7 issue: 4 year: 1997 ident: 10.1016/j.asej.2024.103067_b0265 article-title: Genetic algorithms in engineering electromagnetics publication-title: IEEE Antennas Propag Mag doi: 10.1109/74.632992 – volume: 54 start-page: 1 issue: 3 year: 2018 ident: 10.1016/j.asej.2024.103067_b0180 article-title: Design optimization of a novel scale-down hybrid-excited dual permanent magnet generator for direct-drive wind power application publication-title: IEEE Trans Magn doi: 10.1109/TMAG.2017.2768600 – volume: 27 start-page: 1 issue: 6 year: 2017 ident: 10.1016/j.asej.2024.103067_b0030 article-title: Influence of pole number and stator outer diameter on volume, weight, and cost of superconducting generators with iron-cored rotor topology for wind turbines publication-title: IEEE Trans Appl Supercond doi: 10.1109/TASC.2017.2716818 – volume: 157 year: 2024 ident: 10.1016/j.asej.2024.103067_b0115 article-title: Heuristic computing performances based Gudermannian neural network to solve the eye surgery corneal model publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2024.111540 – year: 2007 ident: 10.1016/j.asej.2024.103067_b0280 – volume: 26 start-page: 1 year: 2015 ident: 10.1016/j.asej.2024.103067_b0100 article-title: Design of stochastic solvers based on genetic algorithms for solving nonlinear equations publication-title: Neural Comput Applic doi: 10.1007/s00521-014-1676-z – start-page: 1 year: 2016 ident: 10.1016/j.asej.2024.103067_b0175 article-title: Comparison analysis of PM transverse flux outer rotor machines with and without magnetic shunts – ident: 10.1016/j.asej.2024.103067_b0185 doi: 10.1109/MEPCON47431.2019.9007931 – start-page: 1 year: 2012 ident: 10.1016/j.asej.2024.103067_b0045 article-title: Study and verification of a slow speed PM generator with outer rotor for small scale wind turbines – volume: 25 start-page: 1533 issue: 3 year: 2016 ident: 10.1016/j.asej.2024.103067_b0220 article-title: Multi-objective optimization design and performance evaluation of slotted Halbach PMSM using Monte Carlo method publication-title: Sci Iran Trans D: Comput Sci Eng Elect Eng – volume: 56 start-page: 216 issue: 1 year: 2020 ident: 10.1016/j.asej.2024.103067_b0025 article-title: Optimal design of a 5-MW double-stator single-rotor PMSG for offshore direct drive wind turbines publication-title: IEEE Trans Ind Appl doi: 10.1109/TIA.2019.2949545 – start-page: 561 year: 2020 ident: 10.1016/j.asej.2024.103067_b0165 article-title: Dynamic Stability Improvement Using Genetic Algorithm Tuned Controllers Embeded in Generator Control Loops – ident: 10.1016/j.asej.2024.103067_b0160 doi: 10.1109/ICPE.2015.7168083 – year: 1995 ident: 10.1016/j.asej.2024.103067_b0245 – volume: 292 year: 2024 ident: 10.1016/j.asej.2024.103067_b0110 article-title: A novel heuristic Morlet wavelet neural network procedure to solve the delay differential perturbed singular model publication-title: Knowl-Based Syst doi: 10.1016/j.knosys.2024.111624 – volume: 37 start-page: 7 issue: 2 year: 1995 ident: 10.1016/j.asej.2024.103067_b0260 article-title: An introduction to genetic algorithms for electromagnetics publication-title: IEEE Antennas Propag Mag doi: 10.1109/74.382334 – volume: 136 issue: 195 year: 2021 ident: 10.1016/j.asej.2024.103067_b0095 article-title: Evolutionary computing for nonlinear singular boundary value problems using neural network, genetic algorithm and active-set algorithm publication-title: Eur Phys J Plus – start-page: 165 year: 2015 ident: 10.1016/j.asej.2024.103067_b0155 article-title: Multi-objective optimization of two stage series connected thermo-electric generator using genetic algorithm – volume: 45 start-page: 343 issue: 3 year: 1997 ident: 10.1016/j.asej.2024.103067_b0255 article-title: Genetic algorithm optimization applied to electromagnetics: a review publication-title: IEEE Trans Antennas Propag doi: 10.1109/8.558650 – ident: 10.1016/j.asej.2024.103067_b0005 doi: 10.1109/SCORED.2015.7449431 – volume: 12 start-page: 2458 issue: 6 year: 2022 ident: 10.1016/j.asej.2024.103067_b0090 article-title: Fractional Meyer neural network procedures optimized by the genetic algorithm to solve the Bagley-Torvik model publication-title: J Appl Anal Comput – volume: 28 start-page: 607 year: 2024 ident: 10.1016/j.asej.2024.103067_b0080 article-title: An efficient computational procedure to solve the biological nonlinear Leptospirosis model using the genetic algorithms publication-title: Soft Comput doi: 10.1007/s00500-023-08315-5 – start-page: 1755 year: 2015 ident: 10.1016/j.asej.2024.103067_b0130 article-title: Structure optimization of rotor supporting of permanent magnet direct drive synchronous generators for large wind turbine based on genetic algorithm and finite element method – volume: 65 start-page: 1828 issue: 2 year: 2018 ident: 10.1016/j.asej.2024.103067_b0225 article-title: Formulation and Multi-Objective design optimisation of wound-field flux switching machines for wind energy drives publication-title: IEEE Trans Ind Electron doi: 10.1109/TIE.2017.2721928 – start-page: 1698 year: 2013 ident: 10.1016/j.asej.2024.103067_b0070 article-title: Small wind turbine generator monitoring: a test facility and preliminary analysis – volume: 14 start-page: 4547 issue: 11 year: 2016 ident: 10.1016/j.asej.2024.103067_b0050 article-title: Strategies for improving voltage waveform of an outer rotor PMSG: no-load prototype testing publication-title: IEEE Lat Am Trans doi: 10.1109/TLA.2016.7795827 – ident: 10.1016/j.asej.2024.103067_b0170 doi: 10.1109/ISEF45929.2019.9096894 – ident: 10.1016/j.asej.2024.103067_b0010 doi: 10.1109/ITEC-AP.2014.6940990 – volume: 13 start-page: 2777 issue: 5 year: 2023 ident: 10.1016/j.asej.2024.103067_b0240 article-title: Study on stator-rotor misalignment in modular permanent magnet synchronous machines with different slot/pole combinations publication-title: Appl Sci doi: 10.3390/app13052777 – volume: 26 start-page: 1 issue: 3 year: 2016 ident: 10.1016/j.asej.2024.103067_b0020 article-title: Optimization Study of machine parameters for 10-MW salient-pole wind turbine HTS generators publication-title: IEEE Trans Appl Supercond – volume: 92 start-page: 65 issue: 4 year: 2009 ident: 10.1016/j.asej.2024.103067_b0235 article-title: Performance comparision of internal and external rotor structured wind generators mounted from same permanent magnets on same geometry publication-title: Elektronika Ir Elektrotechnika – volume: 33 start-page: 1213 issue: 3 year: 2018 ident: 10.1016/j.asej.2024.103067_b0055 article-title: Design improvement of a small, outer rotor, permanent magnet vernier generator for supplying traffic enforcement camera publication-title: IEEE Trans Energy Convers doi: 10.1109/TEC.2018.2803058 – volume: 6 start-page: 1365 issue: supplement 9 year: 2020 ident: 10.1016/j.asej.2024.103067_b0075 article-title: Comparison between rare-earth and ferrite permanent magnet flux-switching generators for gearless wind turbines publication-title: Energy Rep doi: 10.1016/j.egyr.2020.11.020 – volume: 56 issue: 206 year: 2024 ident: 10.1016/j.asej.2024.103067_b0105 article-title: Gudermannian neural networks for two-point nonlinear singular model arising in the thermal-explosion theory publication-title: Neural Process Lett |
| SSID | ssib044728585 |
| Score | 2.3425589 |
| Snippet | This study presents the electromagnetic design, analysis, optimization with Multi-Objective Genetic Algorithm (MOGA) and implementation of a permanent magnet... |
| SourceID | doaj crossref elsevier |
| SourceType | Open Website Enrichment Source Index Database Publisher |
| StartPage | 103067 |
| SubjectTerms | Genetic Algorithm MOGA Skewed stator PM generator Wind power |
| Title | Design and experimental implementation of skewed stator structured PM generator using Multi-Objective Genetic Algorithm for gearless direct driven wind system |
| URI | https://dx.doi.org/10.1016/j.asej.2024.103067 https://doaj.org/article/2bc4dc152f194b37a42dd38662583e04 |
| Volume | 15 |
| WOSCitedRecordID | wos001390561800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources issn: 2090-4479 databaseCode: M~E dateStart: 20100101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://road.issn.org omitProxy: false ssIdentifier: ssib044728585 providerName: ISSN International Centre |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07b9swECaKIEOXIkUT1Ela3JCtEEKJ1Gt02wQZ8vCQBN4Eig_Hrh-B7DZbf0p_a-9IydHkLl0EiuJDuDvy7sDjd4ydCakoTxGuNF7qSBpc6bU1Gg05m3JTcpd5LL3H6_z2thiPy1Ev1RfFhAV44EC486TW0mjUMg7d7VrkSibGiCJDu70QNiCB8rzsOVMoSVLmCR14UWY5XvII38v2xkwI7kINMUPnMJF06Zz7JPOvWsmD9_eUU0_hXB6wd62lCMPwh-_ZG7v8wP589xEXgP4_9MH5YbroAsGJ0rBysP5hX6wBujG0aiDgxP5ssGZ0AxMPNk31FPc-AX8NN7qrZ2H7AwKjxmlhOJ-smunmaQFo22IvfzS_hqAHwTS0VcILuvUQEKEP2cPlxf23q6hNsRBpGfNNFKs0s0ZyldcFUtfGWeIKKUQdK6VzqzKe1HHiCBaMvlkrtFPOaJtgweVKHLG95WppPzIQOsfVjBx2qUYr0NVoO2JBxTYVLjZuwOKOxJVu8ccpDca86gLNZhWxpSK2VIEtA_Zl2-c5oG_sbP2VOLdtScjZvgLlqWrlqfqXPA1Y2vG9ao2QQFQcarpj8uP_MfkJe0tDhnCZU7aHomE_sX39azNdN5-9iOPz5vfFXzUTA7A |
| linkProvider | Directory of Open Access Journals |
| 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+and+experimental+implementation+of+skewed+stator+structured+PM+generator+using+Multi-Objective+Genetic+Algorithm+for+gearless+direct+driven+wind+system&rft.jtitle=Ain+Shams+Engineering+Journal&rft.au=Topaloglu%2C+Ismail&rft.au=Bekta%C5%9F%2C+Enes&rft.au=Yi%C4%9Fit%2C+Mahmud+Esad&rft.au=Korkmaz%2C+Fatih&rft.date=2024-12-01&rft.issn=2090-4479&rft.volume=15&rft.issue=12&rft.spage=103067&rft_id=info:doi/10.1016%2Fj.asej.2024.103067&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_asej_2024_103067 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2090-4479&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2090-4479&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2090-4479&client=summon |