Detail publikačního výsledku

Advanced Transformer Design Optimization via Simulated Annealing

MRAJCA, M.; ŠILLING, P.

Originální název

Advanced Transformer Design Optimization via Simulated Annealing

Anglický název

Advanced Transformer Design Optimization via Simulated Annealing

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

This paper presents an innovative approach to the design of distribution oil transformers using the Simulated Annealing optimization algorithm. The proposed method can be implemented as software capable of fully replacing a human designer in the search for optimal transformer configurations, minimizing cost, weight, or other design criteria. The study provides an in-depth analysis of the algorithm's functionality and its suitability for transformer design. A significant portion is dedicated to explaining how the transformer calculation is integrated into the algorithm, detailing input parameters, design variables, output parameters, and optimization constraints that determine whether a design meets the required specifications. Finally, the effectiveness of the optimization algorithm is compared to human designers, focusing on the duration of the design process and the achieved cost minimization.

Anglický abstrakt

This paper presents an innovative approach to the design of distribution oil transformers using the Simulated Annealing optimization algorithm. The proposed method can be implemented as software capable of fully replacing a human designer in the search for optimal transformer configurations, minimizing cost, weight, or other design criteria. The study provides an in-depth analysis of the algorithm's functionality and its suitability for transformer design. A significant portion is dedicated to explaining how the transformer calculation is integrated into the algorithm, detailing input parameters, design variables, output parameters, and optimization constraints that determine whether a design meets the required specifications. Finally, the effectiveness of the optimization algorithm is compared to human designers, focusing on the duration of the design process and the achieved cost minimization.

Klíčová slova

transformer design, Simulated annealing, optimization, automatic process, cost minimization

Klíčová slova v angličtině

transformer design, Simulated annealing, optimization, automatic process, cost minimization

Autoři

MRAJCA, M.; ŠILLING, P.

Vydáno

29.04.2025

Nakladatel

Brno University of Technology, Faculty of Electrical Engineering and Communication

Místo

Brno

ISBN

978-80-214-6321-9

Kniha

Proceedings I of the 31th Conference STUDENT EEICT 2025 General Papers

Edice

1

Strany od

311

Strany do

315

Strany počet

5

URL

https://www.eeict.cz/eeict_download/archiv/sborniky/EEICT_2025_sbornik_1.pdf

BibTex

@inproceedings{BUT198516,
  author="Miroslav {Mrajca} and Petr {Šilling}",
  title="Advanced Transformer Design Optimization via Simulated Annealing",
  booktitle="Proceedings I of the 31th Conference STUDENT EEICT 2025 General Papers",
  year="2025",
  series="1",
  pages="311--315",
  publisher="Brno University of Technology, Faculty of Electrical Engineering and Communication",
  address="Brno",
  isbn="978-80-214-6321-9",
  url="https://www.eeict.cz/eeict_download/archiv/sborniky/EEICT_2025_sbornik_1.pdf"
}