Determination of Three-phase Induction Motor Parameters Using Artificial Neural Networks

• Grant number: 22/16250-5
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: April 01, 2023
• End date: March 31, 2025
• 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.