Efficiency optimization of variable speed induction motor drive using online backpropagation
Development of an efficiency optimization control for variable speed drive system is important not only from the viewpoints of energy saving but also from the broad perspective of greenhouse emission. In this paper the designs of a back propagation based efficiency optimization control (BPEOC) for v...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2006
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| Online Access: | http://eprints.utm.my/7308/1/A_H_Yatim_2006_Efficiency_Optimization_Of_Variable_Speed.pdf |
| _version_ | 1825910020310564864 |
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| author | Mohamad Yatim, Abdul Halim Utomo, W. M. |
| author_facet | Mohamad Yatim, Abdul Halim Utomo, W. M. |
| author_sort | Mohamad Yatim, Abdul Halim |
| collection | ePrints |
| description | Development of an efficiency optimization control for variable speed drive system is important not only from the viewpoints of energy saving but also from the broad perspective of greenhouse emission. In this paper the designs of a back propagation based efficiency optimization control (BPEOC) for variable speed compressor induction motor drive is described. The controller is designed to generate signal voltage and frequency references simultaneously. This technique allows for control of both the speed and efficiency. In order to achieve a robust BPEOC from variation of motor parameters, an online learning algorithm is employed. Simulation of the BPEOC and laboratory experimental set up has been developed using TMS320C60 digital signal processor. The result demonstrated a significant increase in efficiency and an improvement in speed performance |
| first_indexed | 2024-03-05T18:10:51Z |
| format | Conference or Workshop Item |
| id | utm.eprints-7308 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:10:51Z |
| publishDate | 2006 |
| record_format | dspace |
| spelling | utm.eprints-73082017-10-17T06:59:50Z http://eprints.utm.my/7308/ Efficiency optimization of variable speed induction motor drive using online backpropagation Mohamad Yatim, Abdul Halim Utomo, W. M. TK Electrical engineering. Electronics Nuclear engineering Development of an efficiency optimization control for variable speed drive system is important not only from the viewpoints of energy saving but also from the broad perspective of greenhouse emission. In this paper the designs of a back propagation based efficiency optimization control (BPEOC) for variable speed compressor induction motor drive is described. The controller is designed to generate signal voltage and frequency references simultaneously. This technique allows for control of both the speed and efficiency. In order to achieve a robust BPEOC from variation of motor parameters, an online learning algorithm is employed. Simulation of the BPEOC and laboratory experimental set up has been developed using TMS320C60 digital signal processor. The result demonstrated a significant increase in efficiency and an improvement in speed performance 2006 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/7308/1/A_H_Yatim_2006_Efficiency_Optimization_Of_Variable_Speed.pdf Mohamad Yatim, Abdul Halim and Utomo, W. M. (2006) Efficiency optimization of variable speed induction motor drive using online backpropagation. In: First International Power and Energy Coference PECon 2006, November 28-29, 2006, Putrajaya, Malaysia. http://dx.doi.org/10.1109/PECON.2006.346692 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Mohamad Yatim, Abdul Halim Utomo, W. M. Efficiency optimization of variable speed induction motor drive using online backpropagation |
| title | Efficiency optimization of variable speed induction motor drive using online backpropagation |
| title_full | Efficiency optimization of variable speed induction motor drive using online backpropagation |
| title_fullStr | Efficiency optimization of variable speed induction motor drive using online backpropagation |
| title_full_unstemmed | Efficiency optimization of variable speed induction motor drive using online backpropagation |
| title_short | Efficiency optimization of variable speed induction motor drive using online backpropagation |
| title_sort | efficiency optimization of variable speed induction motor drive using online backpropagation |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.utm.my/7308/1/A_H_Yatim_2006_Efficiency_Optimization_Of_Variable_Speed.pdf |
| work_keys_str_mv | AT mohamadyatimabdulhalim efficiencyoptimizationofvariablespeedinductionmotordriveusingonlinebackpropagation AT utomowm efficiencyoptimizationofvariablespeedinductionmotordriveusingonlinebackpropagation |