Artificial Neural Network Based Optimal Feedforward Torque Control of Interior Permanent Magnet Synchronous Machines: A Feasibility Study and Comparison with the State-of-the-Art

A novel Artificial Neural Network (ANN) Based Optimal Feedforward Torque Control (OFTC) strategy is proposed which, after proper ANN design, training and validation, allows to analytically compute the optimal reference currents (minimizing copper and iron losses) for Interior Permanent Magnet Synchr...

Descrición completa

Detalles Bibliográficos

Principais autores:	Max A. Buettner, Niklas Monzen, Christoph M. Hackl
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2022-03-01
Series:	Energies
Assuntos:	electrical drive control system operation management optimal feedforward torque control optimal reference current computation transformer-like nonlinear machine model artificial neural network
Acceso en liña:	https://www.mdpi.com/1996-1073/15/5/1838
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!