Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator
A current-and-voltage serial-model stator flux estimator, based on fuzzy logic control for a speed estimation stator flux vector-controlled induction motor drive, is proposed in this study. Stator current and flux was used to establish direct stator flux vector-controlled induction motor drive and t...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2019-12-01
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| Series: | Journal of Low Frequency Noise, Vibration and Active Control |
| Online Access: | https://doi.org/10.1177/1461348418784187 |
| _version_ | 1818159126166896640 |
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| author | Yung-Chang Luo Chen-Lung Tsai |
| author_facet | Yung-Chang Luo Chen-Lung Tsai |
| author_sort | Yung-Chang Luo |
| collection | DOAJ |
| description | A current-and-voltage serial-model stator flux estimator, based on fuzzy logic control for a speed estimation stator flux vector-controlled induction motor drive, is proposed in this study. Stator current and flux was used to establish direct stator flux vector-controlled induction motor drive and the estimated synchronous speed was derived from the developed voltage-and-current serial-model stator flux estimator. The estimated rotor speed was acquired by subtracting the slip speed from the estimated synchronous speed. The adaptation mechanism of this flux estimator was designed using the fuzzy logic control approach because it is simple and suitable for use under variable conditions. This system was simulated using the MATLAB\Simulink toolbox and all the control algorithms were realized by an RX62T microcontroller. Both simulation and experimental results confirmed the effectiveness of the proposed approach. |
| first_indexed | 2024-12-11T15:41:01Z |
| format | Article |
| id | doaj.art-3b9eed51abc44c2b9b4af87ff0aabb77 |
| institution | Directory Open Access Journal |
| issn | 1461-3484 2048-4046 |
| language | English |
| last_indexed | 2024-12-11T15:41:01Z |
| publishDate | 2019-12-01 |
| publisher | SAGE Publishing |
| record_format | Article |
| series | Journal of Low Frequency Noise, Vibration and Active Control |
| spelling | doaj.art-3b9eed51abc44c2b9b4af87ff0aabb772022-12-22T00:59:49ZengSAGE PublishingJournal of Low Frequency Noise, Vibration and Active Control1461-34842048-40462019-12-013810.1177/1461348418784187Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimatorYung-Chang LuoChen-Lung TsaiA current-and-voltage serial-model stator flux estimator, based on fuzzy logic control for a speed estimation stator flux vector-controlled induction motor drive, is proposed in this study. Stator current and flux was used to establish direct stator flux vector-controlled induction motor drive and the estimated synchronous speed was derived from the developed voltage-and-current serial-model stator flux estimator. The estimated rotor speed was acquired by subtracting the slip speed from the estimated synchronous speed. The adaptation mechanism of this flux estimator was designed using the fuzzy logic control approach because it is simple and suitable for use under variable conditions. This system was simulated using the MATLAB\Simulink toolbox and all the control algorithms were realized by an RX62T microcontroller. Both simulation and experimental results confirmed the effectiveness of the proposed approach.https://doi.org/10.1177/1461348418784187 |
| spellingShingle | Yung-Chang Luo Chen-Lung Tsai Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator Journal of Low Frequency Noise, Vibration and Active Control |
| title | Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator |
| title_full | Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator |
| title_fullStr | Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator |
| title_full_unstemmed | Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator |
| title_short | Speed estimation vector-controlled induction motor drive based on fuzzy logic control flux estimator |
| title_sort | speed estimation vector controlled induction motor drive based on fuzzy logic control flux estimator |
| url | https://doi.org/10.1177/1461348418784187 |
| work_keys_str_mv | AT yungchangluo speedestimationvectorcontrolledinductionmotordrivebasedonfuzzylogiccontrolfluxestimator AT chenlungtsai speedestimationvectorcontrolledinductionmotordrivebasedonfuzzylogiccontrolfluxestimator |