Fast and Accurate Computation of Wireless Power Transfer System Optimal Design Using Particle Swarm Optimization Method

In this article, for the first time, the wireless power transfer (WPT) system achieved optimal design by fast and accurate computation using a particle swarm optimization (PSO). The high power transfer efficiency (PTE) is determined by the dimension of the coil and the other parameters such as the o...

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Published inIEEE transactions on electromagnetic compatibility Vol. 65; no. 6; pp. 1674 - 1683
Main Authors Sim, Boogyo, Shin, Taein, Park, Hyunwook, Son, Keeyoung, Kim, Keunwoo, Lho, Daehwan, Kim, Seongguk, Yoon, Jiwon, Kim, Hyunwoo, Lee, Junghyun, Kim, Juneyoung, Kim, Joungho
Format Journal Article
LanguageEnglish
Published New York IEEE 01.12.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Algorithms
Coils
Computation
Design optimization
Design parameters
electromagnetics
Ferrites
Inductance
Mathematical models
Particle swarm optimization
power transfer efficiency
Proximity effects
Resistance
Run time (computers)
Simulation
Windings
wireless power transfer
Wireless power transmission
Wires
Online AccessGet full text
ISSN0018-9375
1558-187X
DOI10.1109/TEMC.2023.3309857

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Abstract In this article, for the first time, the wireless power transfer (WPT) system achieved optimal design by fast and accurate computation using a particle swarm optimization (PSO). The high power transfer efficiency (PTE) is determined by the dimension of the coil and the other parameters such as the operating frequency and ferrite structures. Therefore, the complex and high-dimensional design parameters of the WPT system have to be determined with optimal coil design. By the conventional FEM electromagnetic (EM) simulation such as Ansys Maxwell, it is impossible to optimize the coil design since it needs a huge amount of running time about several tens of minutes for only one simulation and the EM simulation does not consider the frequency-dependent results. One of the optimization methods, PSO algorithm is a powerful solution to resolve the large computation time and frequency-dependent results using the fast and accurate random data set generator. The results demonstrated that the optimal coil design by the PSO revealed the optimal PTE of the WPT system. Therefore, we can say that the PSO can carry out fast and accurate computation for optimization of the more real cases of WPT system considering the effect by the ferrite.
AbstractList In this article, for the first time, the wireless power transfer (WPT) system achieved optimal design by fast and accurate computation using a particle swarm optimization (PSO). The high power transfer efficiency (PTE) is determined by the dimension of the coil and the other parameters such as the operating frequency and ferrite structures. Therefore, the complex and high-dimensional design parameters of the WPT system have to be determined with optimal coil design. By the conventional FEM electromagnetic (EM) simulation such as Ansys Maxwell, it is impossible to optimize the coil design since it needs a huge amount of running time about several tens of minutes for only one simulation and the EM simulation does not consider the frequency-dependent results. One of the optimization methods, PSO algorithm is a powerful solution to resolve the large computation time and frequency-dependent results using the fast and accurate random data set generator. The results demonstrated that the optimal coil design by the PSO revealed the optimal PTE of the WPT system. Therefore, we can say that the PSO can carry out fast and accurate computation for optimization of the more real cases of WPT system considering the effect by the ferrite.
Author Sim, Boogyo
Shin, Taein
Kim, Keunwoo
Kim, Seongguk
Yoon, Jiwon
Lho, Daehwan
Park, Hyunwook
Son, Keeyoung
Lee, Junghyun
Kim, Hyunwoo
Kim, Joungho
Kim, Juneyoung
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10.1007/978-1-4757-2014-3
10.1109/wow.2018.8450653
10.1109/tvt.2019.2909566
10.1109/epeps53828.2022.9947166
10.1109/TIE.2018.2860534
10.1109/wptc48563.2020.9295620
10.1109/wptc48563.2020.9295642
10.1109/tcpmt.2020.2972019
10.1109/emcsi38923.2020.9191453
10.1109/wpt.2015.7139138
10.1109/epeps47316.2019.193211
10.1109/wpt.2017.7953819
10.1109/emcsi38923.2020.9191460
10.1109/temc.2019.2951775
10.1109/temc.2021.3081713
10.1109/wpt.2017.7953890
10.3390/en11030604
10.1109/tmag.2017.2692218
10.1109/temc.2020.3039412
10.3390/en15010253
10.1109/TMAG.2006.880399
10.4271/j2954_202208
10.1109/apec.2014.6803681
10.1287/educ.2018.0188
10.1137/21m1412682
10.3390/en12091795
10.1109/epeps51341.2021.9609213
10.3390/electronics10233043
10.1109/tevc.2007.896686
10.1109/EMCSI.2018.8495249
10.1109/epeps53828.2022.9947119
10.1109/tpel.2019.2936523
10.1109/wpt.2018.8639305
10.1109/tia.2021.3104265
10.1111/aor.12433
10.1109/itec.2013.6574509
10.1109/tpel.2022.3169992
10.1109/access.2020.3027765
10.1109/iscas.2016.7527323
10.1109/tmtt.2022.3202221
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References ref13
ref35
ref34
ref37
ref36
ref31
ref30
ref11
ref33
ref10
ref32
ref2
ref1
ref17
ref39
ref16
ref38
Ke (ref8) 2015; 39
ref19
ref18
Wang (ref15) 2018; 18
ref24
ref23
ref26
ref25
ref20
ref42
Acero (ref12)
ref41
ref22
ref21
ref43
ref28
ref27
ref29
ref7
ref9
ref4
ref3
ref6
ref5
ref40
Ferreira (ref14) 1989
References_xml – ident: ref9
  doi: 10.1109/20.573844
– volume-title: Electromagnetic Modeling of Power Electronics Converters
  year: 1989
  ident: ref14
  doi: 10.1007/978-1-4757-2014-3
– volume: 18
  start-page: 1268
  issue: 4
  year: 2018
  ident: ref15
  article-title: Evaluation of AC resistance in litz wire planar spiral coils for wireless power transfer
  publication-title: J. Power Electron.
– ident: ref23
  doi: 10.1109/wow.2018.8450653
– ident: ref29
  doi: 10.1109/tvt.2019.2909566
– ident: ref19
  doi: 10.1109/epeps53828.2022.9947166
– ident: ref2
  doi: 10.1109/TIE.2018.2860534
– ident: ref21
  doi: 10.1109/wptc48563.2020.9295620
– ident: ref4
  doi: 10.1109/wptc48563.2020.9295642
– ident: ref16
  doi: 10.1109/tcpmt.2020.2972019
– ident: ref22
  doi: 10.1109/emcsi38923.2020.9191453
– ident: ref26
  doi: 10.1109/wpt.2015.7139138
– ident: ref42
  doi: 10.1109/epeps47316.2019.193211
– ident: ref34
  doi: 10.1109/wpt.2017.7953819
– ident: ref5
  doi: 10.1109/emcsi38923.2020.9191460
– ident: ref7
  doi: 10.1109/temc.2019.2951775
– start-page: 1
  volume-title: Proc. 13th Eur. Conf. Power Electron. Appl.
  ident: ref12
  article-title: Domestic induction heating impedance modeling including windings, load, and ferrite substrate
– ident: ref17
  doi: 10.1109/temc.2021.3081713
– ident: ref24
  doi: 10.1109/wpt.2017.7953890
– ident: ref32
  doi: 10.3390/en11030604
– ident: ref30
  doi: 10.1109/tmag.2017.2692218
– ident: ref6
  doi: 10.1109/temc.2020.3039412
– ident: ref10
  doi: 10.3390/en15010253
– ident: ref13
  doi: 10.1109/TMAG.2006.880399
– ident: ref33
  doi: 10.4271/j2954_202208
– ident: ref36
  doi: 10.1109/apec.2014.6803681
– ident: ref41
  doi: 10.1287/educ.2018.0188
– ident: ref39
  doi: 10.1137/21m1412682
– ident: ref35
  doi: 10.3390/en12091795
– ident: ref43
  doi: 10.1109/epeps51341.2021.9609213
– ident: ref11
  doi: 10.3390/electronics10233043
– ident: ref40
  doi: 10.1109/tevc.2007.896686
– ident: ref1
  doi: 10.1109/EMCSI.2018.8495249
– ident: ref20
  doi: 10.1109/epeps53828.2022.9947119
– ident: ref37
  doi: 10.1109/tpel.2019.2936523
– ident: ref3
  doi: 10.1109/wpt.2018.8639305
– ident: ref28
  doi: 10.1109/tia.2021.3104265
– volume: 39
  start-page: 615
  year: 2015
  ident: ref8
  article-title: Optimal design of litz wire coils
  publication-title: Artif. Organs
  doi: 10.1111/aor.12433
– ident: ref25
  doi: 10.1109/itec.2013.6574509
– ident: ref38
  doi: 10.1109/tpel.2022.3169992
– ident: ref31
  doi: 10.1109/access.2020.3027765
– ident: ref27
  doi: 10.1109/iscas.2016.7527323
– ident: ref18
  doi: 10.1109/tmtt.2022.3202221
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SubjectTerms Algorithms
Coils
Computation
Design optimization
Design parameters
electromagnetics
Ferrites
Inductance
Mathematical models
Particle swarm optimization
power transfer efficiency
Proximity effects
Resistance
Run time (computers)
Simulation
Windings
wireless power transfer
Wireless power transmission
Wires
Title Fast and Accurate Computation of Wireless Power Transfer System Optimal Design Using Particle Swarm Optimization Method
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