Artificial Neural Network-Based Data-Driven Parameter Estimation Approach: Applications in PMDC Motors

The optimal performance of direct current (DC) motors is intrinsically linked to their mathematical models’ precision and their controllers’ effectiveness. However, the limited availability of motor characteristic information poses significant challenges to achieving accurate modeling and robust con...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Faheem Ul Rehman Siddiqi, Sadiq Ahmad, Tallha Akram, Muhammad Umair Ali, Amad Zafar, Seung Won Lee
Format:	Article
Language:	English
Published:	MDPI AG 2024-10-01
Subjects:	PMDC ANN parameter estimation feedforward network Bayesian regularization Levenberg–Marquardt
Online Access:	https://www.mdpi.com/2227-7390/12/21/3407