Controlling the Deformation of the Antagonistic Shape Memory Alloy System by LSTM Deep Learning

The antagonistic system of two shape memory alloy wires is a great inspiration for the robotics field where it is applied as a linear actuator due to its shape memory effect. However, its control is still a challenge due to its hysteresis behavior. For that reason, a new controller is proposed in th...

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Bibliographic Details
Main Authors: Rodayna Hmede, Frédéric Chapelle, Yuri Lapusta, Juan Antonio Corrales Ramón
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Actuators
Subjects:
Online Access:https://www.mdpi.com/2076-0825/13/12/479
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