Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter
This paper deals with development, simulation and DSP implementation of space vector modulator based on artificial neural network. The modulator is designed for a voltage source inverter utilization. In the contribution an explanation of presented ANN-based VSI-VPWM is described. Main features and a...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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University of Žilina
2004-03-01
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| Series: | Communications |
| Subjects: | |
| Online Access: | https://komunikacie.uniza.sk/artkey/csl-200401-0008_development-and-dsp-implementation-of-ann-based-vpwm-in-a-voltage-source-inverter.php |
| _version_ | 1797847125958066176 |
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| author | Martin Kuchar Pavel Brandstetter |
| author_facet | Martin Kuchar Pavel Brandstetter |
| author_sort | Martin Kuchar |
| collection | DOAJ |
| description | This paper deals with development, simulation and DSP implementation of space vector modulator based on artificial neural network. The modulator is designed for a voltage source inverter utilization. In the contribution an explanation of presented ANN-based VSI-VPWM is described. Main features and advantages of the used algorithm are summarized too. The entire AC electrical drive consists of a frequency converter, induction motor and microprocessor control system. In the paper a description of the control system with TMS 320C40 DSP is also given. A very important part of the development is simulation, because it is necessary to verify rightness of the algorithm. The entire drive was simulated in the program Matlab with Simulink toolbox. |
| first_indexed | 2024-04-09T18:06:09Z |
| format | Article |
| id | doaj.art-e6a7afed809445aa9581bc394645c6ad |
| institution | Directory Open Access Journal |
| issn | 1335-4205 2585-7878 |
| language | English |
| last_indexed | 2024-04-09T18:06:09Z |
| publishDate | 2004-03-01 |
| publisher | University of Žilina |
| record_format | Article |
| series | Communications |
| spelling | doaj.art-e6a7afed809445aa9581bc394645c6ad2023-04-14T06:29:35ZengUniversity of ŽilinaCommunications1335-42052585-78782004-03-0161384110.26552/com.C.2004.1.38-41csl-200401-0008Development and DSP Implementation of Ann-Based VPWM in a Voltage Source InverterMartin Kuchar0Pavel Brandstetter1Department of Power Electronics and Electrical Drives, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Czech RepublicDepartment of Power Electronics and Electrical Drives, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Czech RepublicThis paper deals with development, simulation and DSP implementation of space vector modulator based on artificial neural network. The modulator is designed for a voltage source inverter utilization. In the contribution an explanation of presented ANN-based VSI-VPWM is described. Main features and advantages of the used algorithm are summarized too. The entire AC electrical drive consists of a frequency converter, induction motor and microprocessor control system. In the paper a description of the control system with TMS 320C40 DSP is also given. A very important part of the development is simulation, because it is necessary to verify rightness of the algorithm. The entire drive was simulated in the program Matlab with Simulink toolbox.https://komunikacie.uniza.sk/artkey/csl-200401-0008_development-and-dsp-implementation-of-ann-based-vpwm-in-a-voltage-source-inverter.phpdspartificial neural network (ann)vector pulse-width modulation (vpwm)voltage source inverter (vsi)induction motorsimulation |
| spellingShingle | Martin Kuchar Pavel Brandstetter Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter Communications dsp artificial neural network (ann) vector pulse-width modulation (vpwm) voltage source inverter (vsi) induction motor simulation |
| title | Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter |
| title_full | Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter |
| title_fullStr | Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter |
| title_full_unstemmed | Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter |
| title_short | Development and DSP Implementation of Ann-Based VPWM in a Voltage Source Inverter |
| title_sort | development and dsp implementation of ann based vpwm in a voltage source inverter |
| topic | dsp artificial neural network (ann) vector pulse-width modulation (vpwm) voltage source inverter (vsi) induction motor simulation |
| url | https://komunikacie.uniza.sk/artkey/csl-200401-0008_development-and-dsp-implementation-of-ann-based-vpwm-in-a-voltage-source-inverter.php |
| work_keys_str_mv | AT martinkuchar developmentanddspimplementationofannbasedvpwminavoltagesourceinverter AT pavelbrandstetter developmentanddspimplementationofannbasedvpwminavoltagesourceinverter |