Please use this identifier to cite or link to this item: http://localhost/handle/Hannan/628305
Title: Embedding the Behavior Macromodel Into TDIE for Transient Field-Circuit Simulations
Authors: Huan Huan Zhang;Li Jun Jiang;He Ming Yao
subject: Artificial neural network (ANN)|nonlinear circuits|transient analysis|macromodel|time-domain integral equation (TDIE)
Year: 2016
Publisher: IEEE
Abstract: A novel transient field-circuit simulation method based on the time-domain integral equation (TDIE) and circuit macromodels is proposed. The traditional field-circuit simulation process constructs Kirchoff's equations for linear or nonlinear lumped circuits, which cannot handle problems with unknown circuit structure. The proposed method creates parametric behavior macromodels to represent the port constitutive relations of the circuits. Artificial neural network technique is adopted to estimate the model parameters based on the known port voltages and currents. Then, the obtained macromodel is coupled with TDIE that describes the behavior of electromagnetic subsystem to form the equations of a whole system, which can be solved to obtain the fields, voltages, and currents. Numerical examples are presented to demonstrate the validity of the proposed method.
URI: http://localhost/handle/Hannan/170950
http://localhost/handle/Hannan/628305
ISSN: 0018-926X
1558-2221
volume: 64
issue: 7
Appears in Collections:2016

Files in This Item:
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Title: Embedding the Behavior Macromodel Into TDIE for Transient Field-Circuit Simulations
Authors: Huan Huan Zhang;Li Jun Jiang;He Ming Yao
subject: Artificial neural network (ANN)|nonlinear circuits|transient analysis|macromodel|time-domain integral equation (TDIE)
Year: 2016
Publisher: IEEE
Abstract: A novel transient field-circuit simulation method based on the time-domain integral equation (TDIE) and circuit macromodels is proposed. The traditional field-circuit simulation process constructs Kirchoff's equations for linear or nonlinear lumped circuits, which cannot handle problems with unknown circuit structure. The proposed method creates parametric behavior macromodels to represent the port constitutive relations of the circuits. Artificial neural network technique is adopted to estimate the model parameters based on the known port voltages and currents. Then, the obtained macromodel is coupled with TDIE that describes the behavior of electromagnetic subsystem to form the equations of a whole system, which can be solved to obtain the fields, voltages, and currents. Numerical examples are presented to demonstrate the validity of the proposed method.
URI: http://localhost/handle/Hannan/170950
http://localhost/handle/Hannan/628305
ISSN: 0018-926X
1558-2221
volume: 64
issue: 7
Appears in Collections:2016

Files in This Item:
File Description SizeFormat 
7463000.pdf30.05 MBAdobe PDFThumbnail
Preview File
Title: Embedding the Behavior Macromodel Into TDIE for Transient Field-Circuit Simulations
Authors: Huan Huan Zhang;Li Jun Jiang;He Ming Yao
subject: Artificial neural network (ANN)|nonlinear circuits|transient analysis|macromodel|time-domain integral equation (TDIE)
Year: 2016
Publisher: IEEE
Abstract: A novel transient field-circuit simulation method based on the time-domain integral equation (TDIE) and circuit macromodels is proposed. The traditional field-circuit simulation process constructs Kirchoff's equations for linear or nonlinear lumped circuits, which cannot handle problems with unknown circuit structure. The proposed method creates parametric behavior macromodels to represent the port constitutive relations of the circuits. Artificial neural network technique is adopted to estimate the model parameters based on the known port voltages and currents. Then, the obtained macromodel is coupled with TDIE that describes the behavior of electromagnetic subsystem to form the equations of a whole system, which can be solved to obtain the fields, voltages, and currents. Numerical examples are presented to demonstrate the validity of the proposed method.
URI: http://localhost/handle/Hannan/170950
http://localhost/handle/Hannan/628305
ISSN: 0018-926X
1558-2221
volume: 64
issue: 7
Appears in Collections:2016

Files in This Item:
File Description SizeFormat 
7463000.pdf30.05 MBAdobe PDFThumbnail
Preview File