Estimation of the Double-Cage Model for Three-Phase Induction Machines Using Decision Tree-Based Algorithms

Estimation of the Double-Cage Model for Three-Phase Induction Machines Using Decision Tree-Based Algorithms

This article presents a novel methodology for estimating the double-cage model (DCM) for three-phase induction machines (TIMs) using decision tree-based algorithms. Validated on a diverse dataset of 860 machines spanning a power range from 0.12 to 370 kW, the proposed method stands out by requiring...

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Bibliographic Details
Main Authors: Eduardo Ferreira Rios Oliveira, Rafael Santos, Marcelo Godoy Simoes, Helmo Morales Paredes
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Decision tree algorithms
double-cage model (DCM)
induction machines
parameter estimation
Online Access:https://ieeexplore.ieee.org/document/11010148/
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