High-Bandwidth Hysteresis Compensation of Piezoelectric Actuators via Multilayer Feedforward Neural Network Based Inverse Hysteresis Modeling

This paper proposes a feedforward and feedback combined hysteresis compensation method for a piezoelectric actuator (PEA) based on the multi-layer feedforward neural network (MFNN) inverse model. Under the scheme of direct inverse modeling, the MFNN is utilized as the feedforward hysteresis compensa...

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Hlavní autoři:	Yanding Qin, Yunpeng Zhang, Heng Duan, Jianda Han
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-10-01
Edice:	Micromachines
Témata:	piezoelectric actuator hysteresis compensation neural network inverse modeling rate-dependent
On-line přístup:	https://www.mdpi.com/2072-666X/12/11/1325
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