Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator
This paper presents a fractional-order adaptive mechanism-based model reference adaptive system (MRAS) configuration for speed estimation of sensorless direct torque control (DTC) of a five-phase induction motor. In effect, the fractional-order proportional-integral (FOPI) controller parameters are...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2024-01-01
|
| Series: | Power Electronics and Drives |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/pead-2024-0005 |
| _version_ | 1797197504999063552 |
|---|---|
| author | Guedida Sifelislam Tabbache Bekheira Benzaoui Khaled Mohammed Said Nounou Kamal Nesri Mokhtar |
| author_facet | Guedida Sifelislam Tabbache Bekheira Benzaoui Khaled Mohammed Said Nounou Kamal Nesri Mokhtar |
| author_sort | Guedida Sifelislam |
| collection | DOAJ |
| description | This paper presents a fractional-order adaptive mechanism-based model reference adaptive system (MRAS) configuration for speed estimation of sensorless direct torque control (DTC) of a five-phase induction motor. In effect, the fractional-order proportional-integral (FOPI) controller parameters are obtained by the particle swarm optimisation (PSO) algorithm to enhance the MRAS observer response. Thus, the developed algorithm in the speed loop control of the DTC strategy to increase its robustness against disturbances. Moreover, a comparative study has been done of the proposed MRAS-PSO/FOPI speed estimator with the conventional MRAS-proportional-integral (PI) and the PSO-based MRAS-PI. Simulation results have carried out of the different controllers used in the adaptation mechanism of the MRAS estimator, to show the performance and robustness of the proposed MRAS-PSO/FOPI algorithm in use. |
| first_indexed | 2024-03-07T16:18:26Z |
| format | Article |
| id | doaj.art-0ef88cbd175f47debf8da7a7c32124a4 |
| institution | Directory Open Access Journal |
| issn | 2543-4292 |
| language | English |
| last_indexed | 2024-04-24T06:45:02Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Power Electronics and Drives |
| spelling | doaj.art-0ef88cbd175f47debf8da7a7c32124a42024-04-22T19:41:03ZengSciendoPower Electronics and Drives2543-42922024-01-0191638510.2478/pead-2024-0005Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS EstimatorGuedida Sifelislam0Tabbache Bekheira1Benzaoui Khaled Mohammed Said2Nounou Kamal3Nesri Mokhtar41UER ELT, Ecole Militaire Polytechnique, 16111Algiers, Algeria1UER ELT, Ecole Militaire Polytechnique, 16111Algiers, Algeria2Faculté des Sciences Appliquées, Laboratoire LAGE Univ Ouargla, Ouargla30 000, Algeria1UER ELT, Ecole Militaire Polytechnique, 16111Algiers, Algeria3École Supérieure Ali Chabati, Algiers, AlgeriaThis paper presents a fractional-order adaptive mechanism-based model reference adaptive system (MRAS) configuration for speed estimation of sensorless direct torque control (DTC) of a five-phase induction motor. In effect, the fractional-order proportional-integral (FOPI) controller parameters are obtained by the particle swarm optimisation (PSO) algorithm to enhance the MRAS observer response. Thus, the developed algorithm in the speed loop control of the DTC strategy to increase its robustness against disturbances. Moreover, a comparative study has been done of the proposed MRAS-PSO/FOPI speed estimator with the conventional MRAS-proportional-integral (PI) and the PSO-based MRAS-PI. Simulation results have carried out of the different controllers used in the adaptation mechanism of the MRAS estimator, to show the performance and robustness of the proposed MRAS-PSO/FOPI algorithm in use.https://doi.org/10.2478/pead-2024-0005sensorless speedpso algorithmmodel reference adaptive systemdirect torque controlfractional-order proportional-integral controller |
| spellingShingle | Guedida Sifelislam Tabbache Bekheira Benzaoui Khaled Mohammed Said Nounou Kamal Nesri Mokhtar Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator Power Electronics and Drives sensorless speed pso algorithm model reference adaptive system direct torque control fractional-order proportional-integral controller |
| title | Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator |
| title_full | Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator |
| title_fullStr | Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator |
| title_full_unstemmed | Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator |
| title_short | Novel Speed Sensorless DTC Design for a Five-Phase Induction Motor with an Intelligent Fractional Order Controller Based-MRAS Estimator |
| title_sort | novel speed sensorless dtc design for a five phase induction motor with an intelligent fractional order controller based mras estimator |
| topic | sensorless speed pso algorithm model reference adaptive system direct torque control fractional-order proportional-integral controller |
| url | https://doi.org/10.2478/pead-2024-0005 |
| work_keys_str_mv | AT guedidasifelislam novelspeedsensorlessdtcdesignforafivephaseinductionmotorwithanintelligentfractionalordercontrollerbasedmrasestimator AT tabbachebekheira novelspeedsensorlessdtcdesignforafivephaseinductionmotorwithanintelligentfractionalordercontrollerbasedmrasestimator AT benzaouikhaledmohammedsaid novelspeedsensorlessdtcdesignforafivephaseinductionmotorwithanintelligentfractionalordercontrollerbasedmrasestimator AT nounoukamal novelspeedsensorlessdtcdesignforafivephaseinductionmotorwithanintelligentfractionalordercontrollerbasedmrasestimator AT nesrimokhtar novelspeedsensorlessdtcdesignforafivephaseinductionmotorwithanintelligentfractionalordercontrollerbasedmrasestimator |