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Autor:
Risaliti, Enrico a, b, ⁎, Tamarozzi, Tommaso a, b, Vermaut, Martijn b, c, Cornelis, Bram a, Desmet, Wim b, c
Publikováno v:
In Mechanical Systems and Signal Processing 15 May 2019 123:1-25
Publikováno v:
Vrije Universiteit Brussel
In this paper, we are investigating the capabilities of both classical system identification and modern machine learning (time regression neural networks) to derive predictive black-box models which can predict the wheel center loads (WCLs) by making
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::4b2a472f6565e47a3e699d4655982e3e
https://biblio.vub.ac.be/vubir/machine-learning-and-system-identification-for-the-estimation-of-datadriven-models-an-experimental-case-study-illustrated-on-a-tiresuspension-system(440a6078-8a37-480b-91bd-861df295ae2a).html
https://biblio.vub.ac.be/vubir/machine-learning-and-system-identification-for-the-estimation-of-datadriven-models-an-experimental-case-study-illustrated-on-a-tiresuspension-system(440a6078-8a37-480b-91bd-861df295ae2a).html
Autor:
Risaliti, Enrico
External loads acting on mechanical systems represent important quantities which often need to be determined for design, control or monitoring purposes. For instance in the automotive sector so-called Wheel Center Forces (WCFs), i.e. the forces actin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1131::a716ae29ba5c6a8905c8b4874687ad53
https://lirias.kuleuven.be/handle/123456789/643222
https://lirias.kuleuven.be/handle/123456789/643222
ispartof: pages:1-7 ispartof: International Congress: SIA-CTTM Automotive NVH Comfort - Quietness Mobility of the Future. pages:1-7 ispartof: SIA-CTTM Automotive NVH Comfort, 2018 location:Le Mans, France date:17 Oct - 18 Oct 2018 status: published
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1131::eb7f5eca12da43fa3d9ffe9261eaa509
https://lirias.kuleuven.be/handle/123456789/637196
https://lirias.kuleuven.be/handle/123456789/637196
© Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics. All rights reserved. This paper proposes a method for the indirect measurement of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1131::22b88e3122836a0b5a1e720df7095e18
https://lirias.kuleuven.be/handle/123456789/630580
https://lirias.kuleuven.be/handle/123456789/630580
The knowledge of loads acting on machines and components is crucial in many application fields. Input estimation though is a very challenging inverse problem with which researchers have struggled over the last decades. Several issues related to ill-c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1131::8c041500e48457e06f036eba5740b148
https://lirias.kuleuven.be/handle/123456789/546342
https://lirias.kuleuven.be/handle/123456789/546342
The knowledge of external loads acting on a vehicle is necessary in order to perform design analysis. While performing durability analysis for instance, the encountered loads due to the interaction with the road have to be known. Specific physical de
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1131::174e8071235140f9c417ec22190313e9
https://lirias.kuleuven.be/handle/123456789/548796
https://lirias.kuleuven.be/handle/123456789/548796