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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