Piezo-actuated smart mechatronic systems: Nonlinear modeling, identification, and control

Z Yuan, S Zhou, Z Zhang, Z **ao, C Hong… - … Systems and Signal …, 2024 - Elsevier
Precise actuation is a widely utilized technology in the realm of high-end equipment.
Piezoelectric actuators (PEAs) stand out due to their exceptional attributes, including high …

Principle, implementation, and applications of charge control for piezo-actuated nanopositioners: A comprehensive review

C Yang, K Youcef-Toumi - Mechanical Systems and Signal Processing, 2022 - Elsevier
Nanopositioning is a key enabling technology for imaging, manipulation, measurement and
fabrication of matters at the nanoscale. Positioners driven by piezoelectric actuators are …

Robot manipulator control using neural networks: A survey

L **, S Li, J Yu, J He - Neurocomputing, 2018 - Elsevier
Robot manipulators are playing increasingly significant roles in scientific researches and
engineering applications in recent years. Using manipulators to save labors and increase …

Neural-network-based nonlinear model predictive control for piezoelectric actuators

L Cheng, W Liu, ZG Hou, J Yu… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Piezoelectric actuators (PEAs) have been widely used in nanotechnology due to their
characteristics of fast response, large mass ratio, and high stiffness. However, hysteresis …

Containment maneuvering of marine surface vehicles with multiple parameterized paths via spatial-temporal decoupling

Z Peng, J Wang, D Wang - IEEE/ASME Transactions on …, 2016 - ieeexplore.ieee.org
The containment maneuvering of marine surface vehicles has two objectives. The first one is
to force the marine vehicles to follow a convex hull spanned by multiple parameterized …

Continuous integral terminal third-order sliding mode motion control for piezoelectric nanopositioning system

Q Xu - IEEE/ASME Transactions on Mechatronics, 2017 - ieeexplore.ieee.org
This paper presents the design and testing of a novel continuous third-order integral
terminal sliding mode control (3-ITSMC) strategy dedicated to motion tracking control of a …

Deep GRU neural network prediction and feedforward compensation for precision multiaxis motion control systems

C Hu, T Ou, H Chang, Y Zhu… - IEEE/ASME Transactions …, 2020 - ieeexplore.ieee.org
This article proposes a gated recurrent unit (GRU) neural network prediction and
compensation (NNC) strategy for precision multiaxis motion control systems with contouring …

Robust adaptive motion tracking of piezoelectric actuated stages using online neural-network-based sliding mode control

J Ling, Z Feng, D Zheng, J Yang, H Yu… - Mechanical Systems and …, 2021 - Elsevier
Robust and precise motion tracking for micro-electro-mechanical systems in the presence of
inherent nonlinearity and external disturbance is of great importance in many applications …

An adaptive Takagi–Sugeno fuzzy model-based predictive controller for piezoelectric actuators

L Cheng, W Liu, ZG Hou, T Huang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Piezoelectric actuators (PEAs) are widely used in the nanopositioning applications due to
their high stiffness, fast response, and ultrahigh precision. However, PEAs inherently have …

A neural-network-based controller for piezoelectric-actuated stick–slip devices

L Cheng, W Liu, C Yang, T Huang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Piezoelectric-actuated stick-slip device (PASSD) is a highly promising equipment that is
composed of one end-effector, one piezoelectric actuator (PEA) and one driving object …