In this article, a butterfly-like Prandtl–Ishlinskii (PI) hysteresis model and a novel neural
network based adaptive implicit inverse control scheme to describe and control the butterfly …

As the kernel part in such precise instruments as an atomic force microscopy, a piezoelectric
actuator achieves nano-scale displacement resolution with fast response. However, the …

To lessen the positioning error of the piezoelectric actuator (PEA) caused by hysteresis
nonlinearity and unknown external disturbance, a neural network based adaptive controller …

The hysteresis characteristic of piezoelectric micro-positioning platforms seriously affects its
positioning accuracy in precision positioning. It is important to design an effective hysteresis …

The cores of several types of electromagnetic devices (EMDs) experience a time-varying
magnetic field. Thus, the hysteresis phenomenon can be observed between flux density and …

Hysteresis is a fundamental characteristic of magnetic materials. The Jiles–Atherton (JA)
hysteresis model, which is known for its few parameters and clear physical interpretations …

The hysteresis nonlinearity and rate dependence of piezoelectric actuators seriously affect
their positioning accuracy in precise positioning. Proper compensation needs to be given to …

In this paper, a finite element analysis (FEA) method based on complex permeability is
proposed to analyze the eddy current loss and hysteresis loss of the ultra-thin strip wound …

Over the past couple of decades, dependence on magnetic materials has increased
tremendously. Since every kind of magnetic material behaves differently, it is very difficult to …

Measuring magnetic flux plays a crucial role in developing a linearized controller for a
variable reluctance actuator. However, the method used for measuring magnetic flux may …