Cover Image

Data-based localisation methods using simulated data with application to small-scale structures

CC BY

Saved in:
Bibliographic Details
Main Authors: Manuel, Scholl, Matthias, Passek, Mirjam, Lainer
Format: Book
Language:English
Published: Springer 2023
Subjects:
application to small-scale structures
Online Access:https://link.springer.com/article/10.1007/s00419-023-02388-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8509
Tags: Add Tag
No Tags, Be the first to tag this record!
id oai:localhost:PNK-8509
record_format dspace
spelling oai:localhost:PNK-85092023-05-25T04:44:07Z Data-based localisation methods using simulated data with application to small-scale structures Manuel, Scholl Matthias, Passek Mirjam, Lainer application to small-scale structures CC BY Several methods to localise sources of vibrations have been established in the literature. A great amount of those methods are based on databases with features of known impact positions. Great effort needs to be put into highly expensive experiments that deliver those databases. In this paper, we propose several simulation techniques that may replace the expensive experiments for source localisation. The paper compares the localisation accuracy of simulated and experimental data for two different localisation approaches, the reference database method and neural networks. Both methods process signal arrival time differences from several positions on the structure. The methods are exemplarily applied to a complex small-scale structure from the automotive industry: 2023-05-25T04:44:06Z 2023-05-25T04:44:06Z 2023 Book https://link.springer.com/article/10.1007/s00419-023-02388-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8509 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic application to small-scale structures
spellingShingle application to small-scale structures
Manuel, Scholl
Matthias, Passek
Mirjam, Lainer
Data-based localisation methods using simulated data with application to small-scale structures
description CC BY
format Book
author Manuel, Scholl
Matthias, Passek
Mirjam, Lainer
author_facet Manuel, Scholl
Matthias, Passek
Mirjam, Lainer
author_sort Manuel, Scholl
title Data-based localisation methods using simulated data with application to small-scale structures
title_short Data-based localisation methods using simulated data with application to small-scale structures
title_full Data-based localisation methods using simulated data with application to small-scale structures
title_fullStr Data-based localisation methods using simulated data with application to small-scale structures
title_full_unstemmed Data-based localisation methods using simulated data with application to small-scale structures
title_sort data-based localisation methods using simulated data with application to small-scale structures
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00419-023-02388-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/8509
_version_ 1772331161000869888
score 8.881002

Similar Items