Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application
<p dir="ltr">This paper presents hybrid sensorless speed tracking by an indirect field-oriented control (IFOC) for an induction motor (IM). The sensorless model is based on an improved virtual estimation topology model to predict the virtual speed and flux of the IM using stator curr...
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| مؤلفون آخرون: | , , , |
| منشور في: |
2022
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| _version_ | 1864513506567520256 |
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| author | Muhamad Syazmie Sepeeh (19517224) |
| author2 | Shamsul Aizam Zulkifli (19517227) Sy Yi Sim (17022786) Huang-Jen Chiu (19517230) Mohd Zamri Che Wanik (19517233) |
| author2_role | author author author author |
| author_facet | Muhamad Syazmie Sepeeh (19517224) Shamsul Aizam Zulkifli (19517227) Sy Yi Sim (17022786) Huang-Jen Chiu (19517230) Mohd Zamri Che Wanik (19517233) |
| author_role | author |
| dc.creator.none.fl_str_mv | Muhamad Syazmie Sepeeh (19517224) Shamsul Aizam Zulkifli (19517227) Sy Yi Sim (17022786) Huang-Jen Chiu (19517230) Mohd Zamri Che Wanik (19517233) |
| dc.date.none.fl_str_mv | 2022-11-17T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.3390/machines10111089 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Speed_Tracking_for_IFOC_Induction_Motor_Speed_Control_Using_Hybrid_Sensorless_Speed_Estimator_Based_on_Flux_Error_for_Electric_Vehicles_Application/26888794 |
| 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 induction motor machine vector control PI control sensorless control electric vehicle parameter estimation |
| dc.title.none.fl_str_mv | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">This paper presents hybrid sensorless speed tracking by an indirect field-oriented control (IFOC) for an induction motor (IM). The sensorless model is based on an improved virtual estimation topology model to predict the virtual speed and flux of the IM using stator current components. The hybrid sensorless model, defined as a modification of voltage with a rotor flux-oriented current model, was also implemented with proportional-integral (PI) control for comparison with the conventional voltage model (CVM). The suggested adaptive mechanism for PI control in the hybrid estimator was able to compensate for the back-EMF error from the rotor flux-oriented current model into the voltage model and change the air gap flux of the IM. An accurate rotor flux position was estimated and used to estimate the speed with low speed error. This IFOC model, with various speed change references, was tested in a simulation environment by using the MATLAB/Simulink program. The proposed hybrid estimator was tested in two different EV operations, which were reverse and forward operations. The effectiveness of the proposed estimator was analyzed for its transient and steady-state performances based on settling time, recovery time and the overshoot and speed error percentages. All the results were in good agreement in terms of the stability of the speed and current controller with minimum speed error obtained, where the average errors were 0.08% and 0.16% for high speed and lower speed, respectively.</p><h2>Other Information</h2><p dir="ltr">Published in: Machines<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/10.3390/machines10111089" target="_blank">https://dx.doi.org/10.3390/machines10111089</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_281c655d3cba9174f7a21c44c01253d4 |
| identifier_str_mv | 10.3390/machines10111089 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/26888794 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles ApplicationMuhamad Syazmie Sepeeh (19517224)Shamsul Aizam Zulkifli (19517227)Sy Yi Sim (17022786)Huang-Jen Chiu (19517230)Mohd Zamri Che Wanik (19517233)EngineeringElectrical engineeringElectronics, sensors and digital hardwareinduction motormachine vector controlPI controlsensorless controlelectric vehicleparameter estimation<p dir="ltr">This paper presents hybrid sensorless speed tracking by an indirect field-oriented control (IFOC) for an induction motor (IM). The sensorless model is based on an improved virtual estimation topology model to predict the virtual speed and flux of the IM using stator current components. The hybrid sensorless model, defined as a modification of voltage with a rotor flux-oriented current model, was also implemented with proportional-integral (PI) control for comparison with the conventional voltage model (CVM). The suggested adaptive mechanism for PI control in the hybrid estimator was able to compensate for the back-EMF error from the rotor flux-oriented current model into the voltage model and change the air gap flux of the IM. An accurate rotor flux position was estimated and used to estimate the speed with low speed error. This IFOC model, with various speed change references, was tested in a simulation environment by using the MATLAB/Simulink program. The proposed hybrid estimator was tested in two different EV operations, which were reverse and forward operations. The effectiveness of the proposed estimator was analyzed for its transient and steady-state performances based on settling time, recovery time and the overshoot and speed error percentages. All the results were in good agreement in terms of the stability of the speed and current controller with minimum speed error obtained, where the average errors were 0.08% and 0.16% for high speed and lower speed, respectively.</p><h2>Other Information</h2><p dir="ltr">Published in: Machines<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/10.3390/machines10111089" target="_blank">https://dx.doi.org/10.3390/machines10111089</a></p>2022-11-17T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.3390/machines10111089https://figshare.com/articles/journal_contribution/Speed_Tracking_for_IFOC_Induction_Motor_Speed_Control_Using_Hybrid_Sensorless_Speed_Estimator_Based_on_Flux_Error_for_Electric_Vehicles_Application/26888794CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/268887942022-11-17T09:00:00Z |
| spellingShingle | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application Muhamad Syazmie Sepeeh (19517224) Engineering Electrical engineering Electronics, sensors and digital hardware induction motor machine vector control PI control sensorless control electric vehicle parameter estimation |
| status_str | publishedVersion |
| title | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| title_full | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| title_fullStr | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| title_full_unstemmed | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| title_short | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| title_sort | Speed Tracking for IFOC Induction Motor Speed Control Using Hybrid Sensorless Speed Estimator Based on Flux Error for Electric Vehicles Application |
| topic | Engineering Electrical engineering Electronics, sensors and digital hardware induction motor machine vector control PI control sensorless control electric vehicle parameter estimation |