Artificial Intelligence Control Methodologies for Shape Memory Alloy Actuators: A Systematic Review and Performance Analysis

Artificial Intelligence Control Methodologies for Shape Memory Alloy Actuators: A Systematic Review and Performance Analysis

Shape Memory Alloy (SMA) actuators are pivotal in modern engineering due to their unique thermomechanical properties, but their inherent non-linearities, hysteresis, and temperature sensitivity pose significant control challenges. This systematic review evaluates artificial intelligence (AI)-based c...

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Bibliographic Details
Main Authors:	Stefano Rodinò, Giuseppe Rota, Matteo Chiodo, Antonio Corigliano, Carmine Maletta
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Series:	Micromachines
Subjects:	Shape Memory Alloys (SMAs) artificial intelligence control smart actuators systematic review non-linear hysteresis compensation
Online Access:	https://www.mdpi.com/2072-666X/16/7/780
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