An Improved FPGA Implementation of Direct Torque Control for Induction Machines

This paper presents a novel direct torque control (DTC) approach for induction machines, based on an improved torque and stator flux estimator and its implementation using Field Programmable Gate Arrays (FPGA). The DTC performance is significantly improved by the use of FPGA, which can execute the...

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Main Author: Jidin, Auzani
Format: Article
Language:English
Published: 2013
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Online Access:http://eprints.utem.edu.my/id/eprint/8725/1/journal_informatics.pdf
http://eprints.utem.edu.my/id/eprint/8725/
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spelling my.utem.eprints.87252015-05-28T03:58:49Z http://eprints.utem.edu.my/id/eprint/8725/ An Improved FPGA Implementation of Direct Torque Control for Induction Machines Jidin, Auzani TK Electrical engineering. Electronics Nuclear engineering This paper presents a novel direct torque control (DTC) approach for induction machines, based on an improved torque and stator flux estimator and its implementation using Field Programmable Gate Arrays (FPGA). The DTC performance is significantly improved by the use of FPGA, which can execute the DTC algorithm at higher sampling frequency. This leads to the reduction of the torque ripple and improved flux and torque estimations. The main achievements are: i)calculating a discrete integration operation of stator flux using backward Euler approach, ii) modifying a so called non-restoring method in calculating the complicated square root operation in stator flux estimator, iii) introducing a new flux sector determination method, iv) increasing the sampling frequency to 200kHz such that the digital computation will perform similar to that of the analog operation, and v) using two’s complement fixed-point format approach to minimize calculation errors and the hardware resource usage in all operations. The design was achieved in VHDL, based on a Matlab/Simulink simulation model. The Hardware-in-the-Loop (HiL) method is used to verify the functionality of the FPGA estimator. The simulation results are validated experimentally. Thus, it is demonstrated that FPGA implementation of DTC drives can achieve excellent performance at high sampling frequency. 2013 Article PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/8725/1/journal_informatics.pdf Jidin, Auzani (2013) An Improved FPGA Implementation of Direct Torque Control for Induction Machines. IEEE Transactions on Industrial Informatics . pp. 1-10. ISSN 1551-3203
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Jidin, Auzani
An Improved FPGA Implementation of Direct Torque Control for Induction Machines
description This paper presents a novel direct torque control (DTC) approach for induction machines, based on an improved torque and stator flux estimator and its implementation using Field Programmable Gate Arrays (FPGA). The DTC performance is significantly improved by the use of FPGA, which can execute the DTC algorithm at higher sampling frequency. This leads to the reduction of the torque ripple and improved flux and torque estimations. The main achievements are: i)calculating a discrete integration operation of stator flux using backward Euler approach, ii) modifying a so called non-restoring method in calculating the complicated square root operation in stator flux estimator, iii) introducing a new flux sector determination method, iv) increasing the sampling frequency to 200kHz such that the digital computation will perform similar to that of the analog operation, and v) using two’s complement fixed-point format approach to minimize calculation errors and the hardware resource usage in all operations. The design was achieved in VHDL, based on a Matlab/Simulink simulation model. The Hardware-in-the-Loop (HiL) method is used to verify the functionality of the FPGA estimator. The simulation results are validated experimentally. Thus, it is demonstrated that FPGA implementation of DTC drives can achieve excellent performance at high sampling frequency.
format Article
author Jidin, Auzani
author_facet Jidin, Auzani
author_sort Jidin, Auzani
title An Improved FPGA Implementation of Direct Torque Control for Induction Machines
title_short An Improved FPGA Implementation of Direct Torque Control for Induction Machines
title_full An Improved FPGA Implementation of Direct Torque Control for Induction Machines
title_fullStr An Improved FPGA Implementation of Direct Torque Control for Induction Machines
title_full_unstemmed An Improved FPGA Implementation of Direct Torque Control for Induction Machines
title_sort improved fpga implementation of direct torque control for induction machines
publishDate 2013
url http://eprints.utem.edu.my/id/eprint/8725/1/journal_informatics.pdf
http://eprints.utem.edu.my/id/eprint/8725/
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score 13.214268