Genetic Algorithm-Based Receiving Resonator Array Design for Wireless Power Transfer

Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays involve "null zones," where the transfer efficiency drops significantly. Although this problem can be hypothetically addressed by employ...

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Published inIEEE access Vol. 8; pp. 222385 - 222396
Main Authors Sasatani, Takuya, Narusue, Yoshiaki, Kawahara, Yoshihiro
Format Journal Article
LanguageEnglish
Published Piscataway IEEE 2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN2169-3536
2169-3536
DOI10.1109/ACCESS.2020.3044224

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Abstract Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays involve "null zones," where the transfer efficiency drops significantly. Although this problem can be hypothetically addressed by employing a receiver array and dynamically selecting the appropriate transmitter/receiver pair, designing receiver arrays that achieve high efficiency throughout the surface remains a challenging task. In this study, we propose a genetic algorithm (GA)-based approach to designing receiver arrays free of "null zones". The main objective is enhancing worst-case scenarios, which in contrast to improving best-case scenarios, reveals significant complexities due to the need for considering numerous possible placements. We overcome this problem by establishing a design flow that leverages the simulated transfer efficiency at numerous positions throughout the surface. Our approach increased the simulated transfer efficiency at the worst position from 3.8% to 42.6%, and we confirmed these results through measurements at the extracted points.
AbstractList Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays involve "null zones," where the transfer efficiency drops significantly. Although this problem can be hypothetically addressed by employing a receiver array and dynamically selecting the appropriate transmitter/receiver pair, designing receiver arrays that achieve high efficiency throughout the surface remains a challenging task. In this study, we propose a genetic algorithm (GA)-based approach to designing receiver arrays free of "null zones". The main objective is enhancing worst-case scenarios, which in contrast to improving best-case scenarios, reveals significant complexities due to the need for considering numerous possible placements. We overcome this problem by establishing a design flow that leverages the simulated transfer efficiency at numerous positions throughout the surface. Our approach increased the simulated transfer efficiency at the worst position from 3.8% to 42.6%, and we confirmed these results through measurements at the extracted points.
Author Sasatani, Takuya
Kawahara, Yoshihiro
Narusue, Yoshiaki
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Cites_doi 10.1109/TMTT.2015.2398413
10.1109/TPEL.2018.2853156
10.1109/TMTT.2011.2156425
10.1109/ACCESS.2018.2883503
10.1109/ACCESS.2019.2936627
10.1109/TIE.2010.2046002
10.1109/TMTT.2015.2513765
10.1002/9780470640425
10.1109/TMTT.2017.2673820
10.1109/TIA.2013.2271604
10.1109/LAWP.2013.2239600
10.1145/3287068
10.1038/s41928-019-0257-7
10.1002/047010628X
10.1109/8.999619
10.1109/INTLEC.2012.6374468
10.1587/elex.10.20132008
10.1109/2.294849
10.1109/ACCESS.2019.2891015
10.1126/science.1143254
10.1109/LAWP.2017.2744658
10.1371/journal.pone.0169045
10.1109/WPT.2013.6556870
10.1145/3161163
10.1109/TPEL.2018.2862414
10.1109/TMTT.2015.2398865
10.1002/mop.26858
10.1017/wpt.2016.14
10.1145/3332533
10.1038/nature22404
10.1109/ACCESS.2018.2825290
10.1109/TAP.2013.2293509
10.1109/WPT.2015.7140175
10.1145/3287066
10.1109/TMTT.1984.1132833
10.1109/WPT.2016.7498842
10.1109/JPROC.2013.2245611
10.1109/JPROC.2013.2247551
10.1109/TIE.2011.2112317
10.1109/WPT.2018.8639301
10.1109/TPEL.2020.3014042
10.1109/MMM.2011.942732
10.1109/ISIC.1997.626427
10.1109/TPEL.2013.2249670
10.1109/TBCAS.2011.2174794
10.1109/ECCE.2011.6064239
10.1109/49.730453
10.1109/WPT.2013.6556887
10.1109/TAP.2007.891510
10.1109/TPEL.2015.2449290
10.1109/APEC.2011.5744775
10.1007/3-540-34783-6_10
10.1109/ACCESS.2018.2824334
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References ref13
ref56
ref12
ref15
ref14
ref53
ref52
ref55
ref11
ref54
ref10
ref17
ref16
ref19
ref18
ref51
ref46
ref45
ref47
ref42
ref41
ref44
ref43
ref49
ref8
ref7
abe (ref33) 2012; 112
(ref50) 2019
ref9
ref4
ref3
ref6
ref5
ref40
ref35
ref34
ref37
ref36
ref31
ref30
ref32
ref2
ref1
ref39
ref38
ref24
ref23
ref26
siarry (ref48) 2017
ref25
ref20
ref22
ref21
ref28
ref27
ref29
References_xml – ident: ref11
  doi: 10.1109/TMTT.2015.2398413
– ident: ref3
  doi: 10.1109/TPEL.2018.2853156
– ident: ref8
  doi: 10.1109/TMTT.2011.2156425
– ident: ref30
  doi: 10.1109/ACCESS.2018.2883503
– ident: ref14
  doi: 10.1109/ACCESS.2019.2936627
– ident: ref19
  doi: 10.1109/TIE.2010.2046002
– ident: ref40
  doi: 10.1109/TMTT.2015.2513765
– ident: ref49
  doi: 10.1002/9780470640425
– ident: ref54
  doi: 10.1109/TMTT.2017.2673820
– ident: ref20
  doi: 10.1109/TIA.2013.2271604
– ident: ref31
  doi: 10.1109/LAWP.2013.2239600
– ident: ref27
  doi: 10.1145/3287068
– ident: ref9
  doi: 10.1038/s41928-019-0257-7
– ident: ref37
  doi: 10.1002/047010628X
– ident: ref36
  doi: 10.1109/8.999619
– ident: ref51
  doi: 10.1109/INTLEC.2012.6374468
– ident: ref47
  doi: 10.1587/elex.10.20132008
– ident: ref55
  doi: 10.1109/2.294849
– ident: ref12
  doi: 10.1109/ACCESS.2019.2891015
– ident: ref10
  doi: 10.1126/science.1143254
– ident: ref24
  doi: 10.1109/LAWP.2017.2744658
– ident: ref22
  doi: 10.1371/journal.pone.0169045
– ident: ref25
  doi: 10.1109/WPT.2013.6556870
– volume: 112
  start-page: 25
  year: 2012
  ident: ref33
  article-title: Equivalent circuit applicable to free positioning wireless power transmission of apparatus having plural secondary coils (in Japanese)
  publication-title: IEICE Tech Rep
– ident: ref4
  doi: 10.1145/3161163
– ident: ref17
  doi: 10.1109/TPEL.2018.2862414
– ident: ref21
  doi: 10.1109/TMTT.2015.2398865
– ident: ref43
  doi: 10.1002/mop.26858
– ident: ref46
  doi: 10.1017/wpt.2016.14
– ident: ref28
  doi: 10.1145/3332533
– year: 2017
  ident: ref48
  publication-title: Metaheuristics
– ident: ref15
  doi: 10.1038/nature22404
– ident: ref29
  doi: 10.1109/ACCESS.2018.2825290
– ident: ref38
  doi: 10.1109/TAP.2013.2293509
– ident: ref34
  doi: 10.1109/WPT.2015.7140175
– ident: ref23
  doi: 10.1145/3287066
– ident: ref1
  doi: 10.1109/TMTT.1984.1132833
– ident: ref42
  doi: 10.1109/WPT.2016.7498842
– ident: ref26
  doi: 10.1109/JPROC.2013.2245611
– year: 2019
  ident: ref50
  publication-title: Global Optimization Toolbox
– ident: ref35
  doi: 10.1109/JPROC.2013.2247551
– ident: ref18
  doi: 10.1109/TIE.2011.2112317
– ident: ref52
  doi: 10.1109/WPT.2018.8639301
– ident: ref16
  doi: 10.1109/TPEL.2020.3014042
– ident: ref2
  doi: 10.1109/MMM.2011.942732
– ident: ref56
  doi: 10.1109/ISIC.1997.626427
– ident: ref5
  doi: 10.1109/TPEL.2013.2249670
– ident: ref45
  doi: 10.1109/TBCAS.2011.2174794
– ident: ref6
  doi: 10.1109/ECCE.2011.6064239
– ident: ref32
  doi: 10.1109/49.730453
– ident: ref44
  doi: 10.1109/WPT.2013.6556887
– ident: ref39
  doi: 10.1109/TAP.2007.891510
– ident: ref53
  doi: 10.1109/TPEL.2015.2449290
– ident: ref7
  doi: 10.1109/APEC.2011.5744775
– ident: ref41
  doi: 10.1007/3-540-34783-6_10
– ident: ref13
  doi: 10.1109/ACCESS.2018.2824334
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Snippet Deploying 2-D arrays of multiple transmitters is a promising approach for extending wireless power transfer (WPT) to wide surfaces. However, these arrays...
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SubjectTerms Antenna arrays
Arrays
Coils
Cost function
Efficiency
Equivalent circuits
Genetic algorithm
Genetic algorithms
Magnetic resonance
magnetic resonance coupling
Null zones
Transceivers
Wireless power transfer
Wireless power transmission
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Title Genetic Algorithm-Based Receiving Resonator Array Design for Wireless Power Transfer
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