Generalization Enhancement of Operator-LSSVM-Based Hysteresis Model Using Improved Particle Swarm Optimization for Piezoelectric Actuators
Author:
Affiliation:
1. King Saud University,Department of Electrical Engineering,Riyadh,Saudi Arabia
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10126133/10126141/10127006.pdf?arnumber=10127006
Reference23 articles.
1. A Hybrid Feedforward-Feedback Hysteresis Compensator in Piezoelectric Actuators Based on Least-Squares Support Vector Machine
2. Modeling and Control of IPMC Actuators Based on LSSVM-NARX Paradigm
3. Particle swarm optimization
4. Application of Least-Squares Support-Vector Machine Based on Hysteresis Operators and Particle Swarm Optimization for Modeling and Control of Hysteresis in Piezoelectric Actuators;baziyad;Actuators,2022
5. Hysteresis Simulation Using Least-Squares Support Vector Machine
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1. Inverse Control of Piezoelectric Motion Systems with Hysteresis Modeling and Parameter Optimization;2023 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC);2023-10-20
2. Precision Motion Control of a Piezoelectric Actuator via a Modified Preisach Hysteresis Model and Two-Degree-of-Freedom H-Infinity Robust Control;Micromachines;2023-06-07
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