A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine
<p dir="ltr">In this paper, a multi-input multi-output (MIMO) model predictive direct torque control (MPDTC) strategy for a dual mechanical port machine (DMPM) is proposed. A MIMO state space model is developed, incorporating the electromagnetic interaction between the stator, inner...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , , , |
| Published: |
2023
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513527075569664 |
|---|---|
| author | Hamed Bizhani (17984068) |
| author2 | Lazhar Ben-Brahim (16855554) Adel Gastli (14151273) Nasser Al-Emadi (16864200) Mohamed Djemai (15347785) |
| author2_role | author author author author |
| author_facet | Hamed Bizhani (17984068) Lazhar Ben-Brahim (16855554) Adel Gastli (14151273) Nasser Al-Emadi (16864200) Mohamed Djemai (15347785) |
| author_role | author |
| dc.creator.none.fl_str_mv | Hamed Bizhani (17984068) Lazhar Ben-Brahim (16855554) Adel Gastli (14151273) Nasser Al-Emadi (16864200) Mohamed Djemai (15347785) |
| dc.date.none.fl_str_mv | 2023-11-28T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2023.3336279 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/A_Multi-Input_Multi-Output_Model_Predictive_Direct_Torque_Control_for_Dual_Mechanical_Port_Machine/25239745 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Electrical engineering Electronics, sensors and digital hardware Materials engineering Rotors Stator windings Inverters Electromagnetics Predictive models Mathematical models Couplings Dual mechanical port machine direct torque control multi-input multi-output systems hardware in the loop |
| dc.title.none.fl_str_mv | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">In this paper, a multi-input multi-output (MIMO) model predictive direct torque control (MPDTC) strategy for a dual mechanical port machine (DMPM) is proposed. A MIMO state space model is developed, incorporating the electromagnetic interaction between the stator, inner rotor, and outer rotor of the DMPM. The prediction model is then derived to adjust the currents of stator and inner rotor windings, enabling independent control of the electromagnetic torques of the mechanical ports. Compared to single-input single-output based MPC and PI-based field-oriented control strategies, the proposed approach effectively mitigates the undesired electromagnetic interactions, guaranteeing smooth speed control of both mechanical ports. The simulation results carried out by MATLAB/Simulink verify the precise performance of the DMPM in different operating modes. The Hardware-in-the-Loop results further confirm that the proposed direct torque control not only regulates the inner and outer rotor independently, but can also be executed in real-time without posing any computational burden on the processor. A sensitivity analysis for evaluating the performance of the proposed strategy in the presence of variations in the electrical parameters of the DMPM is also provided.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2023.3336279" target="_blank">https://dx.doi.org/10.1109/access.2023.3336279</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_aa0e7b3672582df4cb9c2111d31630d3 |
| identifier_str_mv | 10.1109/access.2023.3336279 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/25239745 |
| publishDate | 2023 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port MachineHamed Bizhani (17984068)Lazhar Ben-Brahim (16855554)Adel Gastli (14151273)Nasser Al-Emadi (16864200)Mohamed Djemai (15347785)EngineeringElectrical engineeringElectronics, sensors and digital hardwareMaterials engineeringRotorsStator windingsInvertersElectromagneticsPredictive modelsMathematical modelsCouplingsDual mechanical port machinedirect torque controlmulti-input multi-output systemshardware in the loop<p dir="ltr">In this paper, a multi-input multi-output (MIMO) model predictive direct torque control (MPDTC) strategy for a dual mechanical port machine (DMPM) is proposed. A MIMO state space model is developed, incorporating the electromagnetic interaction between the stator, inner rotor, and outer rotor of the DMPM. The prediction model is then derived to adjust the currents of stator and inner rotor windings, enabling independent control of the electromagnetic torques of the mechanical ports. Compared to single-input single-output based MPC and PI-based field-oriented control strategies, the proposed approach effectively mitigates the undesired electromagnetic interactions, guaranteeing smooth speed control of both mechanical ports. The simulation results carried out by MATLAB/Simulink verify the precise performance of the DMPM in different operating modes. The Hardware-in-the-Loop results further confirm that the proposed direct torque control not only regulates the inner and outer rotor independently, but can also be executed in real-time without posing any computational burden on the processor. A sensitivity analysis for evaluating the performance of the proposed strategy in the presence of variations in the electrical parameters of the DMPM is also provided.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2023.3336279" target="_blank">https://dx.doi.org/10.1109/access.2023.3336279</a></p>2023-11-28T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2023.3336279https://figshare.com/articles/journal_contribution/A_Multi-Input_Multi-Output_Model_Predictive_Direct_Torque_Control_for_Dual_Mechanical_Port_Machine/25239745CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/252397452023-11-28T09:00:00Z |
| spellingShingle | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine Hamed Bizhani (17984068) Engineering Electrical engineering Electronics, sensors and digital hardware Materials engineering Rotors Stator windings Inverters Electromagnetics Predictive models Mathematical models Couplings Dual mechanical port machine direct torque control multi-input multi-output systems hardware in the loop |
| status_str | publishedVersion |
| title | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| title_full | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| title_fullStr | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| title_full_unstemmed | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| title_short | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| title_sort | A Multi-Input Multi-Output Model Predictive Direct Torque Control for Dual Mechanical Port Machine |
| topic | Engineering Electrical engineering Electronics, sensors and digital hardware Materials engineering Rotors Stator windings Inverters Electromagnetics Predictive models Mathematical models Couplings Dual mechanical port machine direct torque control multi-input multi-output systems hardware in the loop |