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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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 |
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TK Electrical engineering. Electronics Nuclear engineering Jidin, Auzani An Improved FPGA Implementation of Direct Torque Control for Induction Machines |
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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. |
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Article |
author |
Jidin, Auzani |
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Jidin, Auzani |
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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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13.214268 |