Neural Network Modeling of Arbitrary Hysteresis Processes: Application to GO Ferromagnetic Steel

Autor: Simone Quondam Antonio, Vincenzo Bonaiuto, Fausto Sargeni, Alessandro Salvini

Publikováno v: Magnetochemistry, Vol 8, Iss 2, p 18 (2022)

A computationally efficient hysteresis model, based on a standalone deep neural network, with the capability of reproducing the evolution of the magnetization under arbitrary excitations, is here presented and applied in the simulation of a commercia

Externí odkaz: https://doaj.org/article/29ecfa8afee14c3ba2ddbc97a4910be6

Deep neural networks for the efficient simulation of macro-scale hysteresis processes with generic excitation waveforms

Autor: Simone Quondam-Antonio, Francesco Riganti-Fulginei, Antonino Laudani, Gabriele-Maria Lozito, Riccardo Scorretti

Publikováno v: Engineering Applications of Artificial Intelligence. 121:105940

An effective and performing hysteresis model, based on a deep neural network, with the capability to reproduce the evolution of magnetization processes under arbitrary waveforms of excitation is here presented. The proposed model consists of a standa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d27d23b2d20263a6584216e1f4b564ce
https://doi.org/10.1016/j.engappai.2023.105940

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Improvement of Hall Effect Current Transducer Metrological Performances in the Presence of Harmonic Distortion

Autor: Salvatore Nuccio, Alexander E. Emanuel, Dario Di Cara, Antonio Cataliotti

Publikováno v: IEEE transactions on instrumentation and measurement 59 (2010): 1091–1097. doi:10.1109/TIM.2009.2038308
info:cnr-pdr/source/autori:A. Cataliotti, D. Di Cara, A. E. Emanuel, S. Nuccio,/titolo:Improvement of Hall effect current transducer metrological performances in the presence of harmonic distortion/doi:10.1109%2FTIM.2009.2038308/rivista:IEEE transactions on instrumentation and measurement/anno:2010/pagina_da:1091/pagina_a:1097/intervallo_pagine:1091–1097/volume:59

The performance of Hall effect current transducers (HECTs), under distorted waveform conditions, is usually characterized by means of a frequency response test. In this paper, it was investigated if frequency response is able to correctly evaluate th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a3063ca598e529a96e7f63760bc3aac0
https://doi.org/10.1109/tim.2009.2038308

Polyharmonic distortion modelling applied to acoustic characterisation of peforates

Autor: Hans Bodén

This paper discusses the possibility to apply polyharmonic distortion modelling, used for nonlinear characterisation of microwave systems, to acoustic characterisation of samples with non-linear properties such as perforates and other facing sheets u

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c26b29eb5088c701bbc711b1e122686c
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-148673