Neural Network Direct Control with Online Learning for Shape Memory Alloy Manipulators

New actuators and materials are constantly incorporated into industrial processes, and additional challenges are posed by their complex behavior. Nonlinear hysteresis is commonly found in shape memory alloys, and the inclusion of a suitable hysteresis model in the control system allows the controlle...

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Bibliographic Details
Main Authors: Alfonso Gómez-Espinosa, Roberto Castro Sundin, Ion Loidi Eguren, Enrique Cuan-Urquizo, Cecilia D. Treviño-Quintanilla
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/11/2576