Scholarship 22/16250-5 - Redes neurais (computação), Máquinas elétricas

Grant number:	22/16250-5
Support Opportunities:	Scholarships in Brazil - Scientific Initiation
Effective date (Start):	April 01, 2023
Effective date (End):	March 31, 2024
Field of knowledge:	Engineering - Electrical Engineering - Power Systems

Principal Investigator:	Helmo Kelis Morales Paredes
Grantee:	Eduardo Ferreira Rios de Oliveira

Host Institution:	Instituto de Ciência e Tecnologia. Universidade Estadual Paulista (UNESP). Campus de Sorocaba. Sorocaba , SP, Brazil

Abstract This project aims to approach the determination of the parameters of three-phase induction motors. A database will be created from the data provided by several manufacturer catalogs and nameplates to estimate three-phase induction motor parameters. Based on these data, an artificial neural network will be implemented, trained, and combined with the per-phase equivalent circuit method. The results will be compared with traditional methods to obtain the equivalent circuit of three-phase induction motors.

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