An adaptive recurrent-neural-network motion controller for XY table in CNC machine

FJ Lin, HJ Shieh, PH Shieh… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
In this paper, an adaptive recurrent-neural-network (ARNN) motion control system for a biaxial
motion mechanism driven by two field-oriented control permanent magnet synchronous …

Intelligent adaptive backstepping control system for magnetic levitation apparatus

FJ Lin, LT Teng, PH Shieh - IEEE transactions on magnetics, 2007 - ieeexplore.ieee.org
We propose an intelligent adaptive backstepping control system using a recurrent neural
network (RNN) to control the mover position of a magnetic levitation apparatus to compensate …

Intelligent sliding-mode control using RBFN for magnetic levitation system

FJ Lin, LT Teng, PH Shieh - IEEE Transactions on Industrial …, 2007 - ieeexplore.ieee.org
An intelligent sliding-mode control system using a radial basis function network (SMCRBFN)
is proposed to control the position of a levitated object of a magnetic levitation system to …

Robust adaptive backstepping motion control of linear ultrasonic motors using fuzzy neural network

FJ Lin, PH Shieh, PH Chou - IEEE Transactions on Fuzzy …, 2008 - ieeexplore.ieee.org
A robust adaptive fuzzy neural network (RAFNN) backstepping control system is proposed
to control the position of an XY-Theta motion control stage using linear ultrasonic motors (…

Hybrid controller with recurrent neural network for magnetic levitation system

…, HJ Shieh, LT Teng, PH Shieh - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
We propose a hybrid controller using a recurrent neural network (RNN) to control a levitated
object in a magnetic levitation system. We describe a nonlinear dynamic model of the …

Characteristics of proliferating cryptocurrencies: a comparative study between stable and non-stable cryptocurrencies

CH Au, G Li, WS Hsu, PH Shieh… - Enterprise Information …, 2024 - Taylor & Francis
The emergence of cryptocurrencies has caught the attention worldwide. Some parties have
considered issuing cryptocurrencies an excellent opportunity to raise capital and other …

Robust Control of an LUSM-Based Motion Control Stage Using an Adaptive Interval Type-2 Fuzzy Neural Network

FJ Lin, PH Chou, PH Shieh… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
The robust control of a linear ultrasonic motor based XY-thetas motion control stage to track
various contours is achieved by using an adaptive interval type-2 fuzzy neural network (…

Interval type-2 fuzzy neural network control for X–Y–Theta motion control stage using linear ultrasonic motors

FJ Lin, SY Chen, PH Chou, PH Shieh - Neurocomputing, 2009 - Elsevier
An interval type-2 fuzzy neural network (IT2FNN) control system is proposed to control the
position of an X–Y–Theta (X–Y–θ) motion control stage using linear ultrasonic motors (LUSMs…

An intelligent control for linear ultrasonic motor using interval type-2 fuzzy neural network

FJ Lin, PH Shieh, YC Hung - IET electric power applications, 2008 - IET
An interval type-2 fuzzy neural network (IT2FNN) is developed for the position control of a Θ-axis
motion-control stage using a linear ultrasonic motor to confront the uncertainties of the …

Sliding-mode control for a two-dimensional piezo-positioning stage

PK Huang, PH Shieh, FJ Lin, HJ Shieh - IET Control Theory & Applications, 2007 - IET
A sliding-mode controller (SMC) for a two-dimensional piezo-positioning stage is proposed.
A mathematical model representing the motion dynamics of the stage is developed in which …