Voltage Harmonics Reduction in WRSGs: A Multi-Objective Approach Using Surrogate Modeling with Enhanced Damping

In recent years, due to the increase in electricity generation, the need for optimized Wound Rotor Synchronous Generators (WRSGs) has been felt more than ever. One of the important characteristics of a generator in a power system is its voltage harmonics. In addition to this, the amount of generated power and efficiency are also important. The goal of this research is multi-objective design using dampers, with improved number and shape. WRSGs have been selected as a case study. With the help of surrogate modeling and the PSO algorithm, which are more efficient and accurate than classical methods, the final design has been presented. In the end, the comparison of the initial and final designs shows the realization of all goals. Also, economic issues in terms of the selection of damper material have been investigated.

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Publication Details

Published
2024-12-24
DOI
https://doi.org/10.1109/icemd64575.2024.10963449
Citations
3
Primary Topic
Electric Motor Design and Analysis
Type
article
Field-Weighted Citation Impact
0.63
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article

Voltage Harmonics Reduction in WRSGs: A Multi-Objective Approach Using Surrogate Modeling with Enhanced Damping

Nick J. Baker, Abolfazl Vahedi, Farshid Mahmouditabar, Ali Amini
3 citations
Electric Motor Design and Analysis
0.63
article

Voltage Harmonics Reduction in WRSGs: A Multi-Objective Approach Using Surrogate Modeling with Enhanced Damping

Nick J. Baker, Abolfazl Vahedi, Farshid Mahmouditabar, Ali Amini
article en
3 citations

Abstract

In recent years, due to the increase in electricity generation, the need for optimized Wound Rotor Synchronous Generators (WRSGs) has been felt more than ever. One of the important characteristics of a generator in a power system is its voltage harmonics. In addition to this, the amount of generated power and efficiency are also important. The goal of this research is multi-objective design using dampers, with improved number and shape. WRSGs have been selected as a case study. With the help of surrogate modeling and the PSO algorithm, which are more efficient and accurate than classical methods, the final design has been presented. In the end, the comparison of the initial and final designs shows the realization of all goals. Also, economic issues in terms of the selection of damper material have been investigated.

Iran University of Science and Technology (IR), Newcastle University (GB)
Affordable and clean energy
Openalex Percentile: Top 30%
Electric Motor Design and Analysis
0.63
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