Application of least-squares support-vector machine based on hysteresis operators and particle swarm optimization for modeling and control of hysteresis in piezoelectric actuators

HIGHLIGHTS

  • who: Ayad G. Baziyad et al. from the Department of Electrical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia have published the paper: Application of Least-Squares Support-Vector Machine Based on Hysteresis Operators and Particle Swarm Optimization for Modeling and Control of Hysteresis in Piezoelectric Actuators, in the Journal: Actuators 2022, 217 of /2022/
  • what: In this study, LSSVM based on a stop operator for mapping problems is evaluated for modeling and controlling a piezoelectric actuator in a nanopositioning system. The main contribution of this study is to evaluate a control strategy . . .

     

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