Publication result detail

THE TWO-MASS SYSTEM PARAMETER IDENTIFICATION WITH LEVENBERG-MARQUARDT ALGORITHM

BARTÍK, O.

Original Title

THE TWO-MASS SYSTEM PARAMETER IDENTIFICATION WITH LEVENBERG-MARQUARDT ALGORITHM

English Title

THE TWO-MASS SYSTEM PARAMETER IDENTIFICATION WITH LEVENBERG-MARQUARDT ALGORITHM

Type

Paper in proceedings (conference paper)

Original Abstract

This paper is focused on the parameter identification of the Two-Mass mechanical flexible system for motor drive applications. The whole methodology is based on the amplitude frequency characteristic given by the Welch spectrum analysis method. Then, an initial estimate of the plant parameters is extracted from the amplitude frequency characteristic and it is used as the starting point for the Levenberg-Marquardt algorithm to enhance the parameter estimation.

English abstract

This paper is focused on the parameter identification of the Two-Mass mechanical flexible system for motor drive applications. The whole methodology is based on the amplitude frequency characteristic given by the Welch spectrum analysis method. Then, an initial estimate of the plant parameters is extracted from the amplitude frequency characteristic and it is used as the starting point for the Levenberg-Marquardt algorithm to enhance the parameter estimation.

Keywords

Two-mass flexible system,Welch method, Spectral analysis, Levenberg-Marquardt method

Key words in English

Two-mass flexible system,Welch method, Spectral analysis, Levenberg-Marquardt method

Authors

BARTÍK, O.

RIV year

2021

Released

23.04.2020

ISBN

978-80-214-5868-0

Book

Proceedings II of the 26th student EEICT 2020 selected papers

Pages from

151

Pages to

155

Pages count

6

BibTex

@inproceedings{BUT164552,
  author="Ondřej {Bartík}",
  title="THE TWO-MASS SYSTEM PARAMETER IDENTIFICATION WITH LEVENBERG-MARQUARDT ALGORITHM",
  booktitle="Proceedings II of the 26th student EEICT 2020 selected papers",
  year="2020",
  number="první",
  pages="151--155",
  isbn="978-80-214-5868-0"
}