The various mathematical models for hysteresis such as Preisach, Krasnosel'skii–Pokrovskii
(KP), Prandtl–Ishlinskii (PI), Maxwell-Slip, Bouc–Wen and Duhem are surveyed in terms of …

Piezoelectric ceramic actuators have the advantages of fast response speed and high
positioning accuracy and are widely used in micro-machinery, aerospace, precision …

Designing an optimal iterative learning control is a huge challenge for linear and nonlinear
dynamic systems. For such complex systems, standard Norm optimal iterative learning …

Hysteresis behaviors are inherent characteristics of piezoelectric ceramic actuators. The
classical Duhem model (CDM) as a popular hysteresis model has been widely used, but …

In this paper, three parallel piezoelectric actuators (PEAs) are utilized in a Fabry-Perot (FP)
system for tuning the gap spacing between two optical lenses. Due to the nonlinear …

The hysteresis widely existing in piezoelectric ceramic actuators seriously affects the
positioning accuracy in practical applications. Based on the microscopic displacement …

This paper deals with piezoelectric actuators control. A fractional order fuzzy PID controller is
designed for this class of systems with the help of particle swarm optimization (PSO) …

Piezoelectric ceramic actuators have been widely used in nanopositioning applications
owing to their fast response, high stiffness, and ability to generate large forces. However, the …

A novel modified Preisach model is proposed to identify and simulate the hysteresis
phenomena observed in a piezoelectric stack actuator. Further, an open-loop controller is …

The nonlinear hysteretic behavior exists in many systems and makes their analysis and
control an arduous task. Based on adaptive fuzzy synergetic control strategy, this paper …