SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm
The concept introduced by MathWorks in the Simscape product is the link representation between the SIMSCAPE library components that correspond to physical connections transmitting power. In this paper, a power insulated-gate bipolar transistor (IGBT) model using MATLAB graphical software is reproduc...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Journal of Electrical and Computer Engineering |
| Online Access: | http://dx.doi.org/10.1155/2021/6665384 |
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| _version_ | 1832566008031739904 |
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| author | Mohamed Baghdadi Elmostafa Elwarraki Naoual Mijlad Imane Ait Ayad |
| author_facet | Mohamed Baghdadi Elmostafa Elwarraki Naoual Mijlad Imane Ait Ayad |
| author_sort | Mohamed Baghdadi |
| collection | DOAJ |
| description | The concept introduced by MathWorks in the Simscape product is the link representation between the SIMSCAPE library components that correspond to physical connections transmitting power. In this paper, a power insulated-gate bipolar transistor (IGBT) model using MATLAB graphical software is reproduced. An electrical IGBT behavior model using the Simscape Electronics library components is developed and analyzed. This model is parameterized using the constructor datasheet to ensure a good representation of the dynamic and static IGBT behaviors. An extraction and optimization studies of the IGBT model parameters using a stochastic algorithm implemented in Matlab are presented. The proposed method is based on the Genetic Algorithm (GA) to perfectly extract and optimize the model parameters using the mathematical model circuit equations and the provided datasheet characteristics. A simulation in the Matlab/Simulink environment and a comparison with the experimental results for an IGBT device example are carried out to demonstrate the proposed model accuracy. |
| format | Article |
| id | doaj-art-8e5b466447ae4e0cb5d5faeff25b1c0d |
| institution | Kabale University |
| issn | 2090-0147 2090-0155 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Electrical and Computer Engineering |
| spelling | doaj-art-8e5b466447ae4e0cb5d5faeff25b1c0d2025-02-03T01:05:20ZengWileyJournal of Electrical and Computer Engineering2090-01472090-01552021-01-01202110.1155/2021/66653846665384SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic AlgorithmMohamed Baghdadi0Elmostafa Elwarraki1Naoual Mijlad2Imane Ait Ayad3Department of Applied Physics, Faculty of Sciences and Technologies Cadi Ayyad University, Marrakech, MoroccoDepartment of Applied Physics, Faculty of Sciences and Technologies Cadi Ayyad University, Marrakech, MoroccoUniversity Hassan II Ain Chock, Higher School of Technology, Casablanca, MoroccoDepartment of Applied Physics, Faculty of Sciences and Technologies Cadi Ayyad University, Marrakech, MoroccoThe concept introduced by MathWorks in the Simscape product is the link representation between the SIMSCAPE library components that correspond to physical connections transmitting power. In this paper, a power insulated-gate bipolar transistor (IGBT) model using MATLAB graphical software is reproduced. An electrical IGBT behavior model using the Simscape Electronics library components is developed and analyzed. This model is parameterized using the constructor datasheet to ensure a good representation of the dynamic and static IGBT behaviors. An extraction and optimization studies of the IGBT model parameters using a stochastic algorithm implemented in Matlab are presented. The proposed method is based on the Genetic Algorithm (GA) to perfectly extract and optimize the model parameters using the mathematical model circuit equations and the provided datasheet characteristics. A simulation in the Matlab/Simulink environment and a comparison with the experimental results for an IGBT device example are carried out to demonstrate the proposed model accuracy.http://dx.doi.org/10.1155/2021/6665384 |
| spellingShingle | Mohamed Baghdadi Elmostafa Elwarraki Naoual Mijlad Imane Ait Ayad SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm Journal of Electrical and Computer Engineering |
| title | SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm |
| title_full | SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm |
| title_fullStr | SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm |
| title_full_unstemmed | SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm |
| title_short | SIMSCAPE Electrical Modelling of the IGBT with Parameter Optimization Using Genetic Algorithm |
| title_sort | simscape electrical modelling of the igbt with parameter optimization using genetic algorithm |
| url | http://dx.doi.org/10.1155/2021/6665384 |
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