Stageless evaluation for a vector Preisach model based on rotational operators

Journal article


Publication Details

Author(s): Nierla M, Sutor A, Rupitsch S, Kaltenbacher M
Journal: Compel-The International Journal For Computation and Mathematics in Electrical and Electronic Engineering
Publication year: 2017
Volume: 36
Journal issue: 5
Pages range: 1501-1516
ISSN: 0332-1649
Language: English


Abstract



Purpose – This paper aims to present a novel stageless evaluation scheme for a vector Preisach model that exploits rotational operators for the description of vector hysteresis. It is meant to resolve the discretizational errors that arise during the application of the standard matrix-based implementation of Preisach-based models.


Design/methodology/approach – The newly developed evaluation uses a nested-list data structure. Together with an adapted form of the Everett function, it allows to represent both the additional rotational operator and the switching operator of the standard scalar Preisach model in a stageless fashion, i.e. without introducing discretization errors. Additionally, presented updating and simplification rules ensure the computational efficiency of the scheme.


Findings – A comparison between the stageless evaluation scheme and the commonly used matrix approach reveals not only an improvement in accuracy up to machine precision but, furthermore, a reduction of computational resources.


Research limitations/implications – The presented evaluation scheme is especially designed for a vector Preisach model, which is based on an additional rotational operator. A direct application to other vector Preisach models that do not rely on rotational operators is not intended. Nevertheless, the presented methodology allows an easy adaption to similar vector Preisach schemes that use modified setting rules for the rotational operator and/or the switching operator.


Originality/value – Prior to this contribution, the vector Preisach model based on rotational operators could only be evaluated using a matrix-based approach that works with discretized forms of rotational and switching operator. The presented evaluation scheme offers reduced computational cost at much higher accuracy. Therefore, it is of great interest for all users of the mentioned or similar vector Preisach models.



 



FAU Authors / FAU Editors

Nierla, Michael
Lehrstuhl für Sensorik
Rupitsch, Stefan PD Dr.
Lehrstuhl für Sensorik
Sutor, Alexander Dr.-Ing.
Lehrstuhl für Sensorik


External institutions
Vienna University of Technology


How to cite

APA:
Nierla, M., Sutor, A., Rupitsch, S., & Kaltenbacher, M. (2017). Stageless evaluation for a vector Preisach model based on rotational operators. Compel-The International Journal For Computation and Mathematics in Electrical and Electronic Engineering, 36(5), 1501-1516. https://dx.doi.org/10.1108/COMPEL-02-2017-0073

MLA:
Nierla, Michael, et al. "Stageless evaluation for a vector Preisach model based on rotational operators." Compel-The International Journal For Computation and Mathematics in Electrical and Electronic Engineering 36.5 (2017): 1501-1516.

BibTeX: 

Last updated on 2018-17-10 at 22:20