Electric Machine Design: An Attempt to Apply Artificial Intelligence
Artificial Intelligence (AI) is spreading at huge pace and is a breakthrough in many aspects of our life. Its ability to solve problems creates a paradox: from now on persons can solve problems that they do not understand, relying on AI. Electric machine design is a very specialized topic that requires skills and specific experience. The paper aims at assessing the actual level of AI when tackling electric machine design. A case study is investigated. A Surface-mounted Permanent Magnet (SPM) synchronous motor has been designed by a human and by artificial intelligence (AI) to assess the AI's level and capability. Finite Elements Method Magnetics (FEMM) simulations of both machines are carried out and their performance are compared.
Authors
- Claudio Bianchini (ORCID: https://orcid.org/0000-0002-8335-3623)
- A. Bellini (ORCID: https://orcid.org/0000-0001-5442-830X)
- Elena Macrelli (ORCID: https://orcid.org/0000-0002-4892-3096)
- Nicola Bianchi
- Giada Sala (ORCID: https://orcid.org/0000-0001-8024-5355)
Institutions
- University of Modena and Reggio Emilia (IT)
- University of Padua (IT)
- University of Bologna (IT)
Publication Details
- Published
- 2025-10-19
- DOI
- https://doi.org/10.1109/ecce58356.2025.11260269
- Primary Topic
- Electric Motor Design and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00