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International Journal of Applied Electromagnetics and Mechanics - Volume 41, issue 3

Purchase individual online access for 1 year to this journal.

Price: EUR 290.00
ISSN 1383-5416 (P)
ISSN 1875-8800 (E)

Impact Factor 2024: 1.1

The aim of the International Journal of Applied Electromagnetics and Mechanics is to contribute to intersciences coupling applied electromagnetics, mechanics and materials. The journal also intends to stimulate the further development of current technology in industry. The main subjects covered by the journal are:

- Physics and mechanics of electromagnetic materials and devices
- Computational electromagnetic in materials and devices
- Applications of electromagnetic fields and forces

The three interrelated key subjects - materials, electromagnetics and mechanics - include the following aspects: control, micromachines, intelligent structure, inverse problem, eddy current analysis, electromagnetic NDE, magnetic materials, magnetoelastic effects in materials, bioelectromagnetics, magnetosolid mechanics, magnetic levitations, applied physics of superconductors, superconducting magnet technology, superconducting propulsion system, nuclear fusion reactor components and wave propagation in electromagnetic fields.

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A hybrid model of Prandtl-Ishlinskii operator and neural network for hysteresis compensation in piezoelectric actuators

Authors: Chen, Yuansheng | Qiu, Jinhao | Sun, Hongjun

Article Type: Research Article

Abstract: A hybrid model is proposed with the Prandtl-Ishlinskii operator and feedforward neural network. The hybrid model consists of three layers, where play operator is the transfer function of first layer. The training algorithm for model identification is derived from the backpropagation algorithm. With the measured data of piezoelectric actuator, a simulation is performed and shows that the hybrid model can precisely describe the asymmetric hysteresis loops. Incorporating the hybrid model into a feedforward controller, … Show more

Keywords: Hysteresis modeling, piezoelectric actuators, Prandtl-Ishlinskii model, neural network

DOI: 10.3233/JAE-131648

Citation: International Journal of Applied Electromagnetics and Mechanics, vol. 41, no. 3, pp. 335-347, 2013

Price: EUR 27.50
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