Equivalent circuit modelling of a three-phase to seven-phase transformer using PSO and GA
المؤلف | Tabrez, Md |
المؤلف | Sadhu, Pradip Kumar |
المؤلف | Iqbal, Atif |
المؤلف | Husain, Mohammed Aslam |
المؤلف | Bakhsh, Farhad Ilahi |
المؤلف | Singh, S. P. |
تاريخ الإتاحة | 2023-05-21T08:32:46Z |
تاريخ النشر | 2022 |
اسم المنشور | Journal of Intelligent and Fuzzy Systems |
المصدر | Scopus |
الملخص | Impedance mismatching between different phases of a multiphase transformer is generally observed e.g., in a three-phase to seven-phase transformer, due to an unequal number of turns in different coils. This mismatching introduces error in the study of per phase equivalent circuit diagrams as well as induces an imbalance in output voltages and currents. Therefore, it is a challenging task to develop a per-phase equivalent circuit for the secondary and primary sides (In some cases) too. This paper proposes an artificial intelligence optimization technique like PSO based modeling of the per-phase equivalent circuit of the secondary side. This paper deals with the modeling and simulation of a three-phase to seven-phase power transformer using Artificial Intelligence technique like particle swarm optimization (PSO) and Genetic Algorithm (GA). The proposed model is optimized through PSO and GA algorithms and tested for minimum voltage error in each phase. The proposed model is designed and the objective function is optimized by PSO GA in MATLAB environment. It is found that the optimized model can be effectively implemented as a per-phase equivalent circuit for the secondary side. 2022-IOS Press. All rights reserved. |
راعي المشروع | Artificial intelligence-based algorithms like Particle swarm optimization techniques like (PSO) and GA can be used effectively to model the multiphase transformer circuits that pose unbalancing as a challenge. The obtained result can be verified by World Bank Technical Education Quality Improvement Program (TEQIP)-III Project of Rajkiya Engineering College, Ambedkar Nagar (U. P., India), financially supported this work.-224122. |
اللغة | en |
الناشر | IOS Press BV |
الموضوع | Genetic algorithm multiphase particle swarm optimization seven-phase transformer |
النوع | Article |
الصفحات | 689-698 |
رقم العدد | 2 |
رقم المجلد | 42 |
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