Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load
Salient-pole synchronous generator with rectifier load has been widely used in aviation power system for its advantages of high DC power supply quality and strong fault tolerance. Damper winding directly affects the steady-state and transient performance of salient-pole synchronous generator. To stu...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10802907/ |
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| author | Meijun Qi Jiakuan Xia Le Kang Menglin Song |
| author_facet | Meijun Qi Jiakuan Xia Le Kang Menglin Song |
| author_sort | Meijun Qi |
| collection | DOAJ |
| description | Salient-pole synchronous generator with rectifier load has been widely used in aviation power system for its advantages of high DC power supply quality and strong fault tolerance. Damper winding directly affects the steady-state and transient performance of salient-pole synchronous generator. To study the impact of damper winding, a prediction and optimization method based on the combination of neural network approximation model and multi-objective optimization is proposed in this paper. Taking a salient-pole synchronous generator with uncontrolled rectifier load as the research object, the OLHD is carried out with five parameters of the number, radius, slot pitch angle, slot width and slot height of damper windings as design variables. The sensitivity of different design variables to the commutated reactance, THD of AC side voltage, DC side output voltage and its ripple factor, output torque are analyzed. Based on the OLHD results, EBF neural network approximation model is established. With the goal of optimizing the commutated reactance, THD, ripple factor, and ensuring DC side voltage and torque, the AMGA is used to optimize the design of the damper winding structure. Finally, finite element simulation is conducted to verify the feasibility and accuracy of the method. |
| format | Article |
| id | doaj-art-33c74b03ec4648ce8a4f7a327d215012 |
| institution | OA Journals |
| issn | 2169-3536 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-33c74b03ec4648ce8a4f7a327d2150122025-08-20T02:34:56ZengIEEEIEEE Access2169-35362024-01-011219105919107010.1109/ACCESS.2024.351756010802907Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier LoadMeijun Qi0https://orcid.org/0009-0006-9058-4581Jiakuan Xia1https://orcid.org/0000-0003-2562-8737Le Kang2Menglin Song3https://orcid.org/0009-0005-9719-6285School of Electrical Engineering, Shenyang University of Technology, Shenyang, ChinaSchool of Electrical Engineering, Shenyang University of Technology, Shenyang, ChinaSchool of Mechanical Engineering and Automation, Liaoning University of Technology, Jinzhou, ChinaSchool of Electrical Engineering, Shenyang University of Technology, Shenyang, ChinaSalient-pole synchronous generator with rectifier load has been widely used in aviation power system for its advantages of high DC power supply quality and strong fault tolerance. Damper winding directly affects the steady-state and transient performance of salient-pole synchronous generator. To study the impact of damper winding, a prediction and optimization method based on the combination of neural network approximation model and multi-objective optimization is proposed in this paper. Taking a salient-pole synchronous generator with uncontrolled rectifier load as the research object, the OLHD is carried out with five parameters of the number, radius, slot pitch angle, slot width and slot height of damper windings as design variables. The sensitivity of different design variables to the commutated reactance, THD of AC side voltage, DC side output voltage and its ripple factor, output torque are analyzed. Based on the OLHD results, EBF neural network approximation model is established. With the goal of optimizing the commutated reactance, THD, ripple factor, and ensuring DC side voltage and torque, the AMGA is used to optimize the design of the damper winding structure. Finally, finite element simulation is conducted to verify the feasibility and accuracy of the method.https://ieeexplore.ieee.org/document/10802907/Salient-pole synchronous generatordamper windingrectifier loadmulti-objective optimization |
| spellingShingle | Meijun Qi Jiakuan Xia Le Kang Menglin Song Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load IEEE Access Salient-pole synchronous generator damper winding rectifier load multi-objective optimization |
| title | Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load |
| title_full | Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load |
| title_fullStr | Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load |
| title_full_unstemmed | Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load |
| title_short | Prediction and Optimization of Damper Winding Structural Parameters for Salient-Pole Synchronous Generators With Rectifier Load |
| title_sort | prediction and optimization of damper winding structural parameters for salient pole synchronous generators with rectifier load |
| topic | Salient-pole synchronous generator damper winding rectifier load multi-objective optimization |
| url | https://ieeexplore.ieee.org/document/10802907/ |
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