A Python-Based Framework for Synthetic Four-Vertex Planar Coils Shape Dataset Generation

Conference paper

Younes Benazzouz, Djilalia Guendouz
Proceedings of the 1st International Conference on Industrial Maintenance and Production Engineering (ICIMPE'2024), 2024

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APA Click to copy
Benazzouz, Y., & Guendouz, D. (2024). A Python-Based Framework for Synthetic Four-Vertex Planar Coils Shape Dataset Generation. In Proceedings of the 1st International Conference on Industrial Maintenance and Production Engineering (ICIMPE'2024).

Chicago/Turabian Click to copy
Benazzouz, Younes, and Djilalia Guendouz. “A Python-Based Framework for Synthetic Four-Vertex Planar Coils Shape Dataset Generation.” In Proceedings of the 1st International Conference on Industrial Maintenance and Production Engineering (ICIMPE'2024), 2024.

MLA Click to copy
Benazzouz, Younes, and Djilalia Guendouz. “A Python-Based Framework for Synthetic Four-Vertex Planar Coils Shape Dataset Generation.” Proceedings of the 1st International Conference on Industrial Maintenance and Production Engineering (ICIMPE'2024), 2024.

BibTeX Click to copy

@inproceedings{benazzouz2024a,
  title = {A Python-Based Framework for Synthetic Four-Vertex Planar Coils Shape Dataset Generation},
  year = {2024},
  author = {Benazzouz, Younes and Guendouz, Djilalia},
  booktitle = {Proceedings of the 1st International Conference on Industrial Maintenance and Production Engineering (ICIMPE'2024)}
}

Abstract

This paper focuses on creating synthetic geometric datasets of planar coils, specifically four- vertex spiral planar coils. The conception of geometry is the first and initial phase. Traditional methods involve using CAD software with manual design to make these coils, but this approach automates this process using a script in the Visual Studio Code environment employing Python code and the Turtle library, which is utilized for its execution of complex algorithmic design logic. It can make patterned shapes based on a sequence of code instructions. This method is for the purpose of batch creation of shapes with various parameters using loops, reducing creation time. The generated datasets can be exported as DXF files, which are compatible with Finite Element Method (FEM) software such as COMSOL and ANSYS, facilitating the next steps of simulations for electromagnetic analysis.

Keywords

Synthetic datasets ; Planar coils ; Four ; vertex spiral coils ; Python ; Turtle library ; Visual Studio Code ; Algorithmic design.