Speed estimation techniques for induction motor using digital signal processing
Speed estimation is one of the methodsof speed sensor-less control for three phase induction motors. With the advancement of the power electronics switching devices and digital technologies, the developments of speed estimation methods have been intensively implemented from many researchers. Thus, t...
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| Format: | Thesis |
| Language: | English |
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2011
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| Online Access: | http://umpir.ump.edu.my/id/eprint/2958/1/Speed%20estimation%20techniques%20for%20induction%20motor%20using%20digital%20signal%20processing.pdf |
| _version_ | 1825821323850416128 |
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| author | Solly, Aryza |
| author_facet | Solly, Aryza |
| author_sort | Solly, Aryza |
| collection | UMP |
| description | Speed estimation is one of the methodsof speed sensor-less control for three phase induction motors. With the advancement of the power electronics switching devices and digital technologies, the developments of speed estimation methods have been intensively implemented from many researchers. Thus, this field of research has become more interested to investigate. Speed sensor-less control techniques can make the hardware simple and improve the reliability of the motor without the introducing the feedbacksensor and it becomes more important in the modern AC servo drive. It is one of the attracting research directions in the high-precision servo control field because of its robust characteristics, simple realization and excellent dynamic response.Several common rotor speed estimation was introduced in the thesis.The model must accurately represent both the electrical and electromagnetic interactions within the machine and associated mechanical systems. In this Thesis, the neural networks controller for speed estimation has been developed approach to induction motor that has been implemented in digital signal processing controller (DSP) and gave the control signal to IGBT for run three phase inductions motor. Analysis of speed estimation nonlinear characteristics is carried out and makes a comparison with traditional linear method speed sensor less method. First, the simulation of the proposed control system is performed by using the MATLAB software and then the real time implementation is performed by using the MATLAB and the hardware.According to the mathematical model of the induction motor, the simulation of model and hardware implementation of speed sensor-less induction motor had been successfully implemented. The design and implementation of the speed estimation system for three-phase induction motor and the experimental research is presented in this Thesis. Finally, this Thesis shows the implementation of the speed estimation using DSP controller and the design of hardware and software for speed sensorless of induction motor. The experiment is completed at different speed and experiment results show that artificial neural network controller obtained a good response when compared to conventional methods. |
| first_indexed | 2024-03-06T11:39:48Z |
| format | Thesis |
| id | UMPir2958 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:39:48Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | UMPir29582021-11-02T07:37:28Z http://umpir.ump.edu.my/id/eprint/2958/ Speed estimation techniques for induction motor using digital signal processing Solly, Aryza TK Electrical engineering. Electronics Nuclear engineering Speed estimation is one of the methodsof speed sensor-less control for three phase induction motors. With the advancement of the power electronics switching devices and digital technologies, the developments of speed estimation methods have been intensively implemented from many researchers. Thus, this field of research has become more interested to investigate. Speed sensor-less control techniques can make the hardware simple and improve the reliability of the motor without the introducing the feedbacksensor and it becomes more important in the modern AC servo drive. It is one of the attracting research directions in the high-precision servo control field because of its robust characteristics, simple realization and excellent dynamic response.Several common rotor speed estimation was introduced in the thesis.The model must accurately represent both the electrical and electromagnetic interactions within the machine and associated mechanical systems. In this Thesis, the neural networks controller for speed estimation has been developed approach to induction motor that has been implemented in digital signal processing controller (DSP) and gave the control signal to IGBT for run three phase inductions motor. Analysis of speed estimation nonlinear characteristics is carried out and makes a comparison with traditional linear method speed sensor less method. First, the simulation of the proposed control system is performed by using the MATLAB software and then the real time implementation is performed by using the MATLAB and the hardware.According to the mathematical model of the induction motor, the simulation of model and hardware implementation of speed sensor-less induction motor had been successfully implemented. The design and implementation of the speed estimation system for three-phase induction motor and the experimental research is presented in this Thesis. Finally, this Thesis shows the implementation of the speed estimation using DSP controller and the design of hardware and software for speed sensorless of induction motor. The experiment is completed at different speed and experiment results show that artificial neural network controller obtained a good response when compared to conventional methods. 2011-11 Thesis NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/2958/1/Speed%20estimation%20techniques%20for%20induction%20motor%20using%20digital%20signal%20processing.pdf Solly, Aryza (2011) Speed estimation techniques for induction motor using digital signal processing. Masters thesis, Universiti Malaysia Pahang (Contributors, UNSPECIFIED: UNSPECIFIED). |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Solly, Aryza Speed estimation techniques for induction motor using digital signal processing |
| title | Speed estimation techniques for induction motor using digital signal processing |
| title_full | Speed estimation techniques for induction motor using digital signal processing |
| title_fullStr | Speed estimation techniques for induction motor using digital signal processing |
| title_full_unstemmed | Speed estimation techniques for induction motor using digital signal processing |
| title_short | Speed estimation techniques for induction motor using digital signal processing |
| title_sort | speed estimation techniques for induction motor using digital signal processing |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/2958/1/Speed%20estimation%20techniques%20for%20induction%20motor%20using%20digital%20signal%20processing.pdf |
| work_keys_str_mv | AT sollyaryza speedestimationtechniquesforinductionmotorusingdigitalsignalprocessing |