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International Journal of Electrical and Computer Engineering (IJECE)
Vol. 8, No. 3, June 2018, pp. 1331 – 1335
ISSN: 2088-8708 1331
Institute of Advanced Engineering and Science
w w w . i a e s j o u r n a l . c o m
The Interaction between Load Circuits and Decision of
Frequency for Efficient Wireless Power Transfer
Kazuya Yamaguchi
Department of Control Engineering, National Institute of Technology, Nara College, Japan
Article Info
Article history:
Received: Dec 14, 2017
Revised: Feb 6, 2018
Accepted: Feb 22, 2018
Keyword:
wireless power transfer
coupling coefficient
state space representation
ABSTRACT
This paper derives an expression of efficiency of wireless power transfer on a situa-
tion that there are two devices towards one AC power supply. The interaction between
a power supply and load is paid attention on a conventional wireless power transfer
system, in contrast, the interaction between loads must be taken account of on the sit-
uation too. This is attributed to a possibility that a load disturbs the energy transmitted
from a power supply to another load. Moreover each load needs different frequency
of power supply for the ideal transfer since they have different natural frequencies
on many situations. This paper models a circumstance that there are a power supply
and two loads with a state space equation, and proposes how to decide a frequency of
power supply to realize efficient transfer for each load.
Copyright c 2018 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Kazuya Yamaguchi
Department of Control Engineering, National Institute of Technology, Nara College
22 Yata-cho, Yamatokoriyama, Nara, JAPAN
Email: k-yamaguchi@ctrl.nara-k.ac.jp
1. INTRODUCTION
Wireless Power Transfer (WPT) system is focused on the areas of energy, information, communica-
tion, and control, etc. In WPT, electric power is transferred on electromagnetic field by coils based on some
electromagnetic theory. The basic theory of transfer electromagnetically was established by Nikola Tesla[1],
and WPT is researched actively from the study of WPT on strongly coupled magnetic resonance[2].
The various methods are attempted according to some papers to improve efficiency and power, and
to reduce energy loss of WPT. [3] focuses on circuit topology, and it mentions that the combination of series
or parallel of circuit affects the intensity of power. A phase difference between the two transmission coils is
controlled to increase efficiency[4]. The several coils are utilized for transmission of power to enlarge power,
efficiency, and the distance between a power supply and loads[5][6].
Moreover WPT is applied for the various devices, places, and situations. In the medical area, a
capsule endoscopy is charged from the outside of human body[7], and an effect to human body is investigated
because the electromagnetic wave is generated on transmission wirelessly[8]. In the area of semiconductor, an
application of WPT for the semiconductors is examined on low power and high frequency[9]. In terms of the
long distance transmission, charge from a power supply on the ground to a balloon at high altitude is reviewed
with electric propulsion[10].
As a merit of WPT, charging several devices simultaneously by closing them near a power supply is
listed since WPT system does not need any connection of wire. However, when the device A is charged by a
power supply, the other device B which is put near A may disturb exchanging energy between the power supply
and A. Therefore the interaction between devices must be investigated in addition to the transmission of energy
from power supply to loads[11].
In this paper, the exchange of energy between a power supply and two loads is analyzed with a mathe-
matical model based on modern control theory. Especially the coupling coefficients between a transmitting coil
and device coil, and between device coils are focused for finding transportation efficiency. Finally, the effect of
Journal Homepage: http://iaescore.com/journals/index.php/IJECE
Institute of Advanced Engineering and Science
w w w . i a e s j o u r n a l . c o m
, DOI: 10.11591/ijece.v8i3.pp1331-1335
1332 ISSN: 2088-8708
a load circuit which is not aimed to transfer energy is revealed, and the optimal angular frequency to maximize
efficiency is obtained.
2. DESIGN OF WPT CIRCUIT AND DERIVATION OF MATHEMATICAL MODEL
At first, a circuit treated in this paper is shown as below.
Figure 1. A WPT circuit which has two loads
In Figure 1, the left side is a transmitting circuit, and the circuits on the right side are receiving circuits,
also two receiving circuits are distinguished as receiving circuit 1 and receiving circuit 2 each other. These three
circuits are connected electromagnetically with three coils L0, L1, and L2. R0 is a parasitic resistance in the
transmitting circuit, and R1 and R2 are the load resistances on each receiving circuit, and C0, C1, and C2 are
parasitic capacitances on each circuit. k01, k02, and k12 are the coupling coefficients between each coil.
In this section, the optimal angular frequency of power supply which maximizes efficiency is derived.
Then a mathematical model is found to derive the expressions of power and efficiency in the following [12].
˙x = Ax + Bu, x = v0 v1 v2 i0 i1 i2
T
(1)
A =
1
∆








0 0 0 ∆
C0
0 0
0 0 0 0 ∆
C1
0
0 0 0 0 0 ∆
C2
∆12 δ2 δ1 ∆12R0 δ2R1 δ1R2
δ2 ∆02 δ0 δ2R0 ∆02R1 δ0R2
δ1 δ0 ∆01 δ1R0 δ0R1 ∆01R2








, B =
1
∆








0
0
0
−∆12
−δ2
−δ1








∆ = L0L1L2(k2
01 + k2
02 + k2
12 − 2k01k02k12 − 1)
∆01 = L0L1(1 − k2
01)
∆02 = L0L2(1 − k2
02)
∆12 = L1L2(1 − k2
12)
δ0 = L0 L1L2(k01k02 − k12)
δ1 = L1 L2L0(k12k01 − k02)
δ2 = L2 L0L1(k02k12 − k01).
This model is a state space equation to obtain the state solutions, and it has the state variables v0, v1, v2, i0, i1, i2,
which are voltages and currents at each capacitor and coil. The above equation is solved with regard to these
variables to find the state solutions, powers, and efficiencies.
IJECE Vol. 8, No. 3, June 2018: 1331 – 1335
IJECE ISSN: 2088-8708 1333
3. FINDING OF EFFICIENCY FOR OBTAING THE OPTIMAL ANGULAR FREQUENCY
3.1. Derivation of the expressions of efficiencies
By the mathematical model, a mathematical expression of efficiency is obtained. Efficiency is defined
as the ratio of the load power and the input power, and two efficiencies must be distinguished because there are
two loads in Figure 1. In this paper, the two efficiencies η1 and η2 are written as below.
η1 =
P1
P0
η2 =
P2
P0
. (2)
Where P0 is the power of power supply, and P1 and P2 are the load powers of R1 and R2 each other. From the
equation (1), η1 and η2 are found theoretically, however it is difficult to describe all of the expression of η1 and
η2, and therefore the second order approximation as regards k01, k02, and k12 is applied because these values
are less than 1. The expressions of η1 and η2 with second order approximation are derived as follows.
η1 =
P1
P0
=
k2
01R1L0L1C2
1 ω4
R0L2
1C2
1 ω4 + R0(R2
1C1 − 2L1)C1ω2 + R0
η2 =
P2
P0
=
k2
02R2L0L2C2
2 ω4
R0L2
2C2
2 ω4 + R0(R2
2C2 − 2L2)C2ω2 + R0
. (3)
k12 is not contained in the expressions (3), hence it is obvious that its effect to efficiency is little compared to
k01 and k02 in terms of efficiency. Moreover the optimal angular frequencies ωopt1 and ωopt2 which maximize
η1 or η2 each other are obtained from expressions (3) as below.
ωoptn =
2
(2Ln − R2
nCn)Cn
. (4)
n = 1 or 2
The desirable angular frequency for efficient WPT has been revealed in this section. Furthermore a numerical
calculation is shown by the expression (4) in the following section.
3.2. Numerical calculation of efficiencies
In the former section, we find the optimal frequency by the mathematical model (1). In this section,
the variation of efficiency with respect to angular frequency is investigated based on the expression (4). From
the equation (3), a numerical calculation of η1 and η2 with practical values of circuit elements (Table 1) is
shown in Figure. 2.
Table 1. values of elements
R0 1Ω C0 1nF
R1 10Ω C1 100nF
R2 100Ω C2 10nF
L0 1µH k01 0.2
L1 10µH k02 0.2
L2 70µH k12 0.2
The Interaction between Load Circuits and Decision of Frequency for ... (Kazuya Yamaguchi)
1334 ISSN: 2088-8708
angular frequency[rad/sec]
0
0.01
0.02
0.03
0.04
0.05
0.06
0.07
1x106 1x10
7
efficiency
Figure 2. A numerical calculation of efficiency
By the expression (4), we find that ωopt1 = 1.41 × 106
[rad/sec], ωopt2 = 2.24 × 106
[rad/sec], and
η1 and η2 are maximized with these angular frequencies each other. In many cases, the load circuits have its
unique optimal frequency which maximizes efficiency, and therefore it is rare to maximize efficiencies from a
power supply to the several loads simultaneously as shown in Figure 2. And it is seen that η1 and η2 converge
to 0 at low frequency, and constant value at high frequency. The correctness is proved by taking the limit of the
expression (3) with regard to ω.
4. CONCLUSION
In this paper, we supposed the situation that there are two loads towards one power supply, and found
the optimal angular frequency for efficient WPT. From the expression (4), it is obvious that the optimal angular
frequency is not affected by the elements on transmitting circuit. Thus the elements in receiving circuits are
significant when efficient WPT is desired, and the ideal frequency is different with each receiving circuit. More-
over the interaction between the coils on receiving circuits is little compared with the interaction between the
coils on transmitting and receiving circuit. Hence the coupling between a transmitting coil and each receiving
coil is more significant than the coupling between receiving coils.
REFERENCES
[1] N. Tesla, U. S. patent 1, 119, 732, 1914.
[2] A. Kurs, A. Karalis, R. Moffatt, J. D. Joannopoulos, P. Fisher, and M. Solja˘ci´c, “Wireless Power Transfer
via Strongly Coupled Magnetic Resonances”, Science, vol. 317, pp. 83-86, 2007.
[3] Z. Bi, T. Kan, C. C. Mi, Y. Zhang, Z. Zhao, and G. A. Keoleian, “A review of wireless power transfer
for electric vehicles: Prospects to enhance sustainable mobility”, Applied Energy, vol. 179, pp. 413-425,
2016.
[4] A. Yoshida, E. Nishiyama, and I. Toyoda, “Basic Characteristics of a Selective Wireless Power Transfer
System Using 4 Coils Aligned on a Line”, The 67th Joint Conf. of Electrical, Electronics and Information
Engineers in Kyushu, p. 13-1A-05, 2014.
[5] M. Kiani, U-M. Jow, and M. Ghovanloo, “Design and Optimization of a 3-Coil Inductive Link for Efficient
Wireless Power Transmission”, IEEE Transactions on Biomedical Circuits and Systems, vol. 5(6), pp.
579-591, 2011.
[6] X. Wang, X. Nie, Y. Liang, F. Lu, Z. Yan, and Y. Wang, “Analysis and experimental study of wireless
power transfer with HTS coil and copper coil as the intermediate resonators system”, Physica C: Super-
conductivity and its Applications, vol. 532, pp. 6-12, 2017.
[7] M. R. Basar, M. Y. Ahmad, J. Cho, and F. Ibrahim, “An improved resonant wireless power transfer system
with optimumcoil configuration for capsule endoscopy”, Sensors and Actuators A: Physical, vol. 249, pp.
IJECE Vol. 8, No. 3, June 2018: 1331 – 1335
IJECE ISSN: 2088-8708 1335
207-216, 2016.
[8] J. Y. Mun, M. G. Seo, W. G. Kang, H. Y. Jun, Y. H. Park, J. K. Pack, “Study on the Human Effect of a
Wireless Power Transfer Device at Low Frequency”, PIERS Proceedings, pp. 322-324, 2012.
[9] G. D. Capua, N. Femia, G. Petrone, G. Lisi, D. Du, and R. Subramonian, “Power and efficiency analysis
of high-frequency Wireless Power Transfer”, Electrical Power and Energy Systems, vol. 84, pp. 124-134,
2017.
[10] E. V. Wynsberghe, and A. Turak, “Station-keeping of a high-altitude balloon with electric propulsion and
wireless power transmission: A concept study”, Acta Astronautica, vol. 128, pp. 616-627, 2016.
[11] H. Kohara, and I. Toyoda, “Experimental Evaluation of Selective Wireless Power Transfer System Based
on Coupled Magnetic Resonances”, Record of 2012 Joint Conference of Electrical and Electronics Engi-
neers in Kyushu, p. 02-1P-03, 2012.
[12] K. Yamaguchi, Y. Yamamoto, T. Hirata, E. Setiawan, and I. Hodaka, “Mathematical Expression of Op-
timal Frequencies for Wireless Power Transfer”, Proceedings of The 3rd International Conference on
Computer Engineering & Mathematical Sciences, pp. 826-827, 2014.
The Interaction between Load Circuits and Decision of Frequency for ... (Kazuya Yamaguchi)

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The Interaction between Load Circuits and Decision of Frequency for Efficient Wireless Power Transfer

  • 1. International Journal of Electrical and Computer Engineering (IJECE) Vol. 8, No. 3, June 2018, pp. 1331 – 1335 ISSN: 2088-8708 1331 Institute of Advanced Engineering and Science w w w . i a e s j o u r n a l . c o m The Interaction between Load Circuits and Decision of Frequency for Efficient Wireless Power Transfer Kazuya Yamaguchi Department of Control Engineering, National Institute of Technology, Nara College, Japan Article Info Article history: Received: Dec 14, 2017 Revised: Feb 6, 2018 Accepted: Feb 22, 2018 Keyword: wireless power transfer coupling coefficient state space representation ABSTRACT This paper derives an expression of efficiency of wireless power transfer on a situa- tion that there are two devices towards one AC power supply. The interaction between a power supply and load is paid attention on a conventional wireless power transfer system, in contrast, the interaction between loads must be taken account of on the sit- uation too. This is attributed to a possibility that a load disturbs the energy transmitted from a power supply to another load. Moreover each load needs different frequency of power supply for the ideal transfer since they have different natural frequencies on many situations. This paper models a circumstance that there are a power supply and two loads with a state space equation, and proposes how to decide a frequency of power supply to realize efficient transfer for each load. Copyright c 2018 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Kazuya Yamaguchi Department of Control Engineering, National Institute of Technology, Nara College 22 Yata-cho, Yamatokoriyama, Nara, JAPAN Email: k-yamaguchi@ctrl.nara-k.ac.jp 1. INTRODUCTION Wireless Power Transfer (WPT) system is focused on the areas of energy, information, communica- tion, and control, etc. In WPT, electric power is transferred on electromagnetic field by coils based on some electromagnetic theory. The basic theory of transfer electromagnetically was established by Nikola Tesla[1], and WPT is researched actively from the study of WPT on strongly coupled magnetic resonance[2]. The various methods are attempted according to some papers to improve efficiency and power, and to reduce energy loss of WPT. [3] focuses on circuit topology, and it mentions that the combination of series or parallel of circuit affects the intensity of power. A phase difference between the two transmission coils is controlled to increase efficiency[4]. The several coils are utilized for transmission of power to enlarge power, efficiency, and the distance between a power supply and loads[5][6]. Moreover WPT is applied for the various devices, places, and situations. In the medical area, a capsule endoscopy is charged from the outside of human body[7], and an effect to human body is investigated because the electromagnetic wave is generated on transmission wirelessly[8]. In the area of semiconductor, an application of WPT for the semiconductors is examined on low power and high frequency[9]. In terms of the long distance transmission, charge from a power supply on the ground to a balloon at high altitude is reviewed with electric propulsion[10]. As a merit of WPT, charging several devices simultaneously by closing them near a power supply is listed since WPT system does not need any connection of wire. However, when the device A is charged by a power supply, the other device B which is put near A may disturb exchanging energy between the power supply and A. Therefore the interaction between devices must be investigated in addition to the transmission of energy from power supply to loads[11]. In this paper, the exchange of energy between a power supply and two loads is analyzed with a mathe- matical model based on modern control theory. Especially the coupling coefficients between a transmitting coil and device coil, and between device coils are focused for finding transportation efficiency. Finally, the effect of Journal Homepage: http://iaescore.com/journals/index.php/IJECE Institute of Advanced Engineering and Science w w w . i a e s j o u r n a l . c o m , DOI: 10.11591/ijece.v8i3.pp1331-1335
  • 2. 1332 ISSN: 2088-8708 a load circuit which is not aimed to transfer energy is revealed, and the optimal angular frequency to maximize efficiency is obtained. 2. DESIGN OF WPT CIRCUIT AND DERIVATION OF MATHEMATICAL MODEL At first, a circuit treated in this paper is shown as below. Figure 1. A WPT circuit which has two loads In Figure 1, the left side is a transmitting circuit, and the circuits on the right side are receiving circuits, also two receiving circuits are distinguished as receiving circuit 1 and receiving circuit 2 each other. These three circuits are connected electromagnetically with three coils L0, L1, and L2. R0 is a parasitic resistance in the transmitting circuit, and R1 and R2 are the load resistances on each receiving circuit, and C0, C1, and C2 are parasitic capacitances on each circuit. k01, k02, and k12 are the coupling coefficients between each coil. In this section, the optimal angular frequency of power supply which maximizes efficiency is derived. Then a mathematical model is found to derive the expressions of power and efficiency in the following [12]. ˙x = Ax + Bu, x = v0 v1 v2 i0 i1 i2 T (1) A = 1 ∆         0 0 0 ∆ C0 0 0 0 0 0 0 ∆ C1 0 0 0 0 0 0 ∆ C2 ∆12 δ2 δ1 ∆12R0 δ2R1 δ1R2 δ2 ∆02 δ0 δ2R0 ∆02R1 δ0R2 δ1 δ0 ∆01 δ1R0 δ0R1 ∆01R2         , B = 1 ∆         0 0 0 −∆12 −δ2 −δ1         ∆ = L0L1L2(k2 01 + k2 02 + k2 12 − 2k01k02k12 − 1) ∆01 = L0L1(1 − k2 01) ∆02 = L0L2(1 − k2 02) ∆12 = L1L2(1 − k2 12) δ0 = L0 L1L2(k01k02 − k12) δ1 = L1 L2L0(k12k01 − k02) δ2 = L2 L0L1(k02k12 − k01). This model is a state space equation to obtain the state solutions, and it has the state variables v0, v1, v2, i0, i1, i2, which are voltages and currents at each capacitor and coil. The above equation is solved with regard to these variables to find the state solutions, powers, and efficiencies. IJECE Vol. 8, No. 3, June 2018: 1331 – 1335
  • 3. IJECE ISSN: 2088-8708 1333 3. FINDING OF EFFICIENCY FOR OBTAING THE OPTIMAL ANGULAR FREQUENCY 3.1. Derivation of the expressions of efficiencies By the mathematical model, a mathematical expression of efficiency is obtained. Efficiency is defined as the ratio of the load power and the input power, and two efficiencies must be distinguished because there are two loads in Figure 1. In this paper, the two efficiencies η1 and η2 are written as below. η1 = P1 P0 η2 = P2 P0 . (2) Where P0 is the power of power supply, and P1 and P2 are the load powers of R1 and R2 each other. From the equation (1), η1 and η2 are found theoretically, however it is difficult to describe all of the expression of η1 and η2, and therefore the second order approximation as regards k01, k02, and k12 is applied because these values are less than 1. The expressions of η1 and η2 with second order approximation are derived as follows. η1 = P1 P0 = k2 01R1L0L1C2 1 ω4 R0L2 1C2 1 ω4 + R0(R2 1C1 − 2L1)C1ω2 + R0 η2 = P2 P0 = k2 02R2L0L2C2 2 ω4 R0L2 2C2 2 ω4 + R0(R2 2C2 − 2L2)C2ω2 + R0 . (3) k12 is not contained in the expressions (3), hence it is obvious that its effect to efficiency is little compared to k01 and k02 in terms of efficiency. Moreover the optimal angular frequencies ωopt1 and ωopt2 which maximize η1 or η2 each other are obtained from expressions (3) as below. ωoptn = 2 (2Ln − R2 nCn)Cn . (4) n = 1 or 2 The desirable angular frequency for efficient WPT has been revealed in this section. Furthermore a numerical calculation is shown by the expression (4) in the following section. 3.2. Numerical calculation of efficiencies In the former section, we find the optimal frequency by the mathematical model (1). In this section, the variation of efficiency with respect to angular frequency is investigated based on the expression (4). From the equation (3), a numerical calculation of η1 and η2 with practical values of circuit elements (Table 1) is shown in Figure. 2. Table 1. values of elements R0 1Ω C0 1nF R1 10Ω C1 100nF R2 100Ω C2 10nF L0 1µH k01 0.2 L1 10µH k02 0.2 L2 70µH k12 0.2 The Interaction between Load Circuits and Decision of Frequency for ... (Kazuya Yamaguchi)
  • 4. 1334 ISSN: 2088-8708 angular frequency[rad/sec] 0 0.01 0.02 0.03 0.04 0.05 0.06 0.07 1x106 1x10 7 efficiency Figure 2. A numerical calculation of efficiency By the expression (4), we find that ωopt1 = 1.41 × 106 [rad/sec], ωopt2 = 2.24 × 106 [rad/sec], and η1 and η2 are maximized with these angular frequencies each other. In many cases, the load circuits have its unique optimal frequency which maximizes efficiency, and therefore it is rare to maximize efficiencies from a power supply to the several loads simultaneously as shown in Figure 2. And it is seen that η1 and η2 converge to 0 at low frequency, and constant value at high frequency. The correctness is proved by taking the limit of the expression (3) with regard to ω. 4. CONCLUSION In this paper, we supposed the situation that there are two loads towards one power supply, and found the optimal angular frequency for efficient WPT. From the expression (4), it is obvious that the optimal angular frequency is not affected by the elements on transmitting circuit. Thus the elements in receiving circuits are significant when efficient WPT is desired, and the ideal frequency is different with each receiving circuit. More- over the interaction between the coils on receiving circuits is little compared with the interaction between the coils on transmitting and receiving circuit. Hence the coupling between a transmitting coil and each receiving coil is more significant than the coupling between receiving coils. REFERENCES [1] N. Tesla, U. S. patent 1, 119, 732, 1914. [2] A. Kurs, A. Karalis, R. Moffatt, J. D. Joannopoulos, P. Fisher, and M. Solja˘ci´c, “Wireless Power Transfer via Strongly Coupled Magnetic Resonances”, Science, vol. 317, pp. 83-86, 2007. [3] Z. Bi, T. Kan, C. C. Mi, Y. Zhang, Z. Zhao, and G. A. Keoleian, “A review of wireless power transfer for electric vehicles: Prospects to enhance sustainable mobility”, Applied Energy, vol. 179, pp. 413-425, 2016. [4] A. Yoshida, E. Nishiyama, and I. Toyoda, “Basic Characteristics of a Selective Wireless Power Transfer System Using 4 Coils Aligned on a Line”, The 67th Joint Conf. of Electrical, Electronics and Information Engineers in Kyushu, p. 13-1A-05, 2014. [5] M. Kiani, U-M. Jow, and M. Ghovanloo, “Design and Optimization of a 3-Coil Inductive Link for Efficient Wireless Power Transmission”, IEEE Transactions on Biomedical Circuits and Systems, vol. 5(6), pp. 579-591, 2011. [6] X. Wang, X. Nie, Y. Liang, F. Lu, Z. Yan, and Y. Wang, “Analysis and experimental study of wireless power transfer with HTS coil and copper coil as the intermediate resonators system”, Physica C: Super- conductivity and its Applications, vol. 532, pp. 6-12, 2017. [7] M. R. Basar, M. Y. Ahmad, J. Cho, and F. Ibrahim, “An improved resonant wireless power transfer system with optimumcoil configuration for capsule endoscopy”, Sensors and Actuators A: Physical, vol. 249, pp. IJECE Vol. 8, No. 3, June 2018: 1331 – 1335
  • 5. IJECE ISSN: 2088-8708 1335 207-216, 2016. [8] J. Y. Mun, M. G. Seo, W. G. Kang, H. Y. Jun, Y. H. Park, J. K. Pack, “Study on the Human Effect of a Wireless Power Transfer Device at Low Frequency”, PIERS Proceedings, pp. 322-324, 2012. [9] G. D. Capua, N. Femia, G. Petrone, G. Lisi, D. Du, and R. Subramonian, “Power and efficiency analysis of high-frequency Wireless Power Transfer”, Electrical Power and Energy Systems, vol. 84, pp. 124-134, 2017. [10] E. V. Wynsberghe, and A. Turak, “Station-keeping of a high-altitude balloon with electric propulsion and wireless power transmission: A concept study”, Acta Astronautica, vol. 128, pp. 616-627, 2016. [11] H. Kohara, and I. Toyoda, “Experimental Evaluation of Selective Wireless Power Transfer System Based on Coupled Magnetic Resonances”, Record of 2012 Joint Conference of Electrical and Electronics Engi- neers in Kyushu, p. 02-1P-03, 2012. [12] K. Yamaguchi, Y. Yamamoto, T. Hirata, E. Setiawan, and I. Hodaka, “Mathematical Expression of Op- timal Frequencies for Wireless Power Transfer”, Proceedings of The 3rd International Conference on Computer Engineering & Mathematical Sciences, pp. 826-827, 2014. The Interaction between Load Circuits and Decision of Frequency for ... (Kazuya Yamaguchi)