The document summarizes a SPICE model of a 3-phase AC motor that can accurately reproduce: (1) frequency characteristics (impedance characteristics), (2) reverse electromotive force characteristics, and (3) physical characteristics. The model is characterized by parameters including phase inductance, resistance, back-EMF constant, torque constant, and load current. Simulation results show characteristics such as phase current, back-EMF, speed, torque, power output, and efficiency under varying load conditions.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Q-Learning and Pontryagin's Minimum PrincipleSean Meyn
https://netfiles.uiuc.edu/meyn/www/spm_files/Q2009/Q09.html
Abstract: Q-learning is a technique used to compute an optimal policy for a controlled Markov chain based on observations of the system controlled using a non-optimal policy. It has proven to be effective for models with finite state and action space. This paper establishes connections between Q-learning and nonlinear control of continuous-time models with general state space and general action space. The main contributions are summarized as follows.
* The starting point is the observation that the "Q-function" appearing in Q-learning algorithms is an extension of the Hamiltonian that appears in the Minimum Principle. Based on this observation we introduce the steepest descent Q-learning (SDQ-learning) algorithm to obtain the optimal approximation of the Hamiltonian within a prescribed finite-dimensional function class.
* A transformation of the optimality equations is performed based on the adjoint of a resolvent operator. This is used to construct a consistent algorithm based on stochastic approximation that requires only causal filtering of the time-series data.
* Several examples are presented to illustrate the application of these techniques, including application to distributed control of multi-agent systems.
A Temperature-insensitive Simple Current-mode Multiplier/Divider Employing On...IDES Editor
This article presents a new current-mode
multiplier/divider based on MO-CDTA (Multiple output
current conveyor transconductance amplifier). The circuit
description is very simple, its construction consists of only
one MO-CDTA. Without external passive elements, the
proposed circuit is then suitable for IC architecture. The
PSpice simulation and experimental results are depicted, and
agree well with the theoretical anticipation. From simulation
results, the maximum power consumption is approximately
2.14mW at ±2V power supply voltages.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Q-Learning and Pontryagin's Minimum PrincipleSean Meyn
https://netfiles.uiuc.edu/meyn/www/spm_files/Q2009/Q09.html
Abstract: Q-learning is a technique used to compute an optimal policy for a controlled Markov chain based on observations of the system controlled using a non-optimal policy. It has proven to be effective for models with finite state and action space. This paper establishes connections between Q-learning and nonlinear control of continuous-time models with general state space and general action space. The main contributions are summarized as follows.
* The starting point is the observation that the "Q-function" appearing in Q-learning algorithms is an extension of the Hamiltonian that appears in the Minimum Principle. Based on this observation we introduce the steepest descent Q-learning (SDQ-learning) algorithm to obtain the optimal approximation of the Hamiltonian within a prescribed finite-dimensional function class.
* A transformation of the optimality equations is performed based on the adjoint of a resolvent operator. This is used to construct a consistent algorithm based on stochastic approximation that requires only causal filtering of the time-series data.
* Several examples are presented to illustrate the application of these techniques, including application to distributed control of multi-agent systems.
A Temperature-insensitive Simple Current-mode Multiplier/Divider Employing On...IDES Editor
This article presents a new current-mode
multiplier/divider based on MO-CDTA (Multiple output
current conveyor transconductance amplifier). The circuit
description is very simple, its construction consists of only
one MO-CDTA. Without external passive elements, the
proposed circuit is then suitable for IC architecture. The
PSpice simulation and experimental results are depicted, and
agree well with the theoretical anticipation. From simulation
results, the maximum power consumption is approximately
2.14mW at ±2V power supply voltages.
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SPICE MODEL of 1MB15D-060 (Professional+FWDS Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
SPICE MODEL of KGH15N120NDA (Professional+FWDS Model) in SPICE PARKTsuyoshi Horigome
SPICE MODEL of KGH15N120NDA (Professional+FWDS Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
SPICE MODEL of 1MBH10D-060 (Professional+FWD+SP Model) in SPICE PARKTsuyoshi Horigome
SPICE MODEL of 1MBH10D-060 (Professional+FWD+SP Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
SPICE MODEL of KGH25N120NDA (Professional+FWD+SP Model) in SPICE PARKTsuyoshi Horigome
SPICE MODEL of KGH25N120NDA (Professional+FWD+SP Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
SPICE MODEL of 1MBC10D-060 (Professional+FWD+SP Model) in SPICE PARKTsuyoshi Horigome
SPICE MODEL of 1MBC10D-060 (Professional+FWD+SP Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
SPICE MODEL of 1MBG10D-060 (Professional+FWDS Model) in SPICE PARKTsuyoshi Horigome
SPICE MODEL of 1MBG10D-060 (Professional+FWDS Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
SPICE MODEL of 1MB03D120 (Professional+FWDP Model) in SPICE PARKTsuyoshi Horigome
SPICE MODEL of 1MB03D120 (Professional+FWDP Model) in SPICE PARK. English Version is http://www.spicepark.net. Japanese Version is http://www.spicepark.com by Bee Technologies.
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"𝐄𝐯𝐞𝐫𝐲 𝐞𝐯𝐞𝐧𝐭 𝐢𝐬 𝐚 𝐬𝐭𝐨𝐫𝐲, 𝐚 𝐬𝐩𝐞𝐜𝐢𝐚𝐥 𝐣𝐨𝐮𝐫𝐧𝐞𝐲. 𝐖𝐞 𝐚𝐥𝐰𝐚𝐲𝐬 𝐛𝐞𝐥𝐢𝐞𝐯𝐞 𝐭𝐡𝐚𝐭 𝐬𝐡𝐨𝐫𝐭𝐥𝐲 𝐲𝐨𝐮 𝐰𝐢𝐥𝐥 𝐛𝐞 𝐚 𝐩𝐚𝐫𝐭 𝐨𝐟 𝐨𝐮𝐫 𝐬𝐭𝐨𝐫𝐢𝐞𝐬."
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ACモーターのスパイスモデルについて
1. SPICE Model of
3-Phase AC Motor
等価回路モデルでのご提供で下記の3項目に対して、再現性があります。
(1)周波数特性(インピーダンス特性)
(2)逆起電力特性
(3)物理的特性
2012年8月7日
株式会社ビー・テクノロジー
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 1
2. 1) Parameters Settings
Model Parameters:
LOAD : Load current each phase of motor [Arms]
U1 – e.g. LL = 125Arms, 140Arms, or 400Arms
ME0913
1
LL : Phase inductance [H]
LL = 105U
– e.g. LL = 10mH, 100mH, or 1H
2
3
M 4 RLL = 0.0125
N0 KE = 0.02
KT = 1.6 RLL : Phase resistance (Phase-to-phase) [Ω]
LOAD = 140 – e.g. RLL = 10mΩ, 100mΩ, or 1Ω
KE : Back-EMF constant [V/RPM]
– e.g. KE= 0.01, 0.05, or 0.1
Fig.1 Symbol of 3-Phase Induction Motor KT : Torque constant [Lb-in/A]
– e.g. KT= 0.1, 0.5, or 1
1 Pound Inch equals 0.11 Nm
• From the 3-Phase Induction Motor specification, the model is characterized by setting parameters
LL, RLL, KE, KT and LOAD.
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 2
3. 2) Simulation Circuit of 3-Phase AC Motor Model
V1 S1 D1 S3 D3 S5 D5
102V UP + + DMOD_01 VP + + DMOD_01 WP + + DMOD_01
- - - - - -
0 0 0 U1
ME0913
RU U 1
4
N0
RV
RW
V
W
2
3
M N0
N0
RU, RV, RW: 173.75m
V2
102V
LL = 105U
S2 D2 S4 D4 S6 D6 RLL = 0.0125
UD + + DMOD_01 VD + + DMOD_01 WD + + DMOD_01 KE = 0.02
KT = 1.6
- - - - - - LOAD = 140
0 0 0
0
• Fig.2 Analysis of motor operation powered by
UP UD VP VD WP WD
alternating voltage variation involves using the
model of three-phase induction motor.
U2
UP
VP
WP
UD
VD
WD
GDRV
Q1-Q6: IGBT,MOSFET and so on
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 3
4. 2.1) Phase Current Characteristics Under Load Variation
- Simulation Results
500A
Load 50Arms
0A
-500A
0s 500ms
500A I(RU)/SQRT(2)
Time
Load 140Arms
0A
-500A
0s 500ms
500A I(RU)/SQRT(2)
Time Load 200Arms
0A
-500A
0s 500ms
I(RU)/SQRT(2)
Time Reference of Phase U
Fig. 3 Current Characteristics under load Condition
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 4
5. 2.2) Back-EMF Characteristics Under Load Condition
- Simulation Results
200V
Load 50Arms
100V
0V
-100V
-200V
0s 500ms
200V V(X_U1.EU)
Time Load 140Arms
100V
0V
-100V
-200V
0s 500ms
200V V(X_U1.EU)
Time Load 200Arms
100V
0V
-100V
-200V
0s 500ms
V(X_U1.EU)
Time Reference of Phase U
Fig. 4 Back-EMF Characteristics under load Condition
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 5
6. 2.3) Speed and Torque Characteristics At 140Arms
- Simulation Results
4.0KV
The Load 140(Arms) is Rated Continuous Current
3.0KV
(464.146m,3.2311K)
RPM 2.0KV
1.0KV
SEL>>
0V
V(X_U1.speed)
1.0KV
Tphe: Electric torque produced by each phase
Lb-in 0.5KV
(446.486m,223.728)
0V
0s 500ms
V(X_U1.tu)
Time Reference of Phase U
Fig. 5 Speed and Torque Characteristics at Load=140Arms
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 6
7. 2.4) Power Output and Efficiency Characteristics At 140Arms
- Simulation Results
20KW
At Load=140Arms, Power Output ≈ 13.7 [KW]
(960.616m,13.662K)
Watt 10KW
SEL>>
0W
RMS(V(RU:1,N0))*RMS(I(RU))
100
At Load=140Arms, Efficiency ≈ 82 [%]
(962.500m,81.941)
[%] 50
0
0.5s 1.0s
100*( (RMS(V(U,N0))*RMS(I(RU))) / (RMS(V(RU:1,N0))*RMS(I(RU))) )
Time Reference of Phase U
Fig. 6 Power Output and Efficiency Characteristics at Load=140Arms
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 7
8. Appendix A: Measured Point of Simulation Circuit
Simple Circuit of 3-Phase Induction Motor
Control System
V1 S1 D1 S3 D3 S5 D5 For easy calculation
102V UP + + DMOD_01 VP + + DMOD_01 WP + + DMOD_01
- - - - - - RU, RV, RW = Vac/Ipk(rms) - (0.5 RLL)
0 0 0 U1
ME0913
RU U 1
4
N0 Inverter
RV
RW
V
W
2
3
M N0
N0
RU, RV, RW: 173.75m
V2
102V Phase Current I(Rphe) LL = 105U
S2 D2 S4 D4 S6 D6 RLL = 0.0125
UD + + DMOD_01 VD + + DMOD_01 WD + + DMOD_01 KE = 0.02
KT = 1.6
- - - - - - LOAD = 140
0 0 0
Load Variation
0 Parameter
Gate Drive Signal
UP UD VP VD WP WD
U2
UP
VP
WP
UD
VD
WD
GDRV
All Rights Reserved Copyright (C) Bee Technologies Inc. 2012 8