Result Details

ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS

JAGOŠ, J.; KOHÚT, J.; KOHÚT, J.; FORMÁNEK, M.; BURŠA, J. ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS. CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering. 7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021. Cardiff, United Kingdom: Computational and scientific consultancy services Ltd, 2022. p. 389-392. ISBN: 978-0-9562914-6-2. ISSN: 2227-9385.
Type
conference paper
Language
English
Authors
Jagoš Jiří, Ing., Ph.D., NCC MESTEC - DSM (FME), ISMMB (FME)
Kohút Jiří, Ing., EI (FME)
Kohút Jan, Ing., DCGM (FIT)
Formánek Martin, Ing., ISMMB (FME), ISMMB DM (FME)
Burša Jiří, prof. Ing., Ph.D., ISMMB DB (FME)
Abstract

The paper aims at exploitation of neural networks to create a required pulse wave in a compliant hydraulic circuit, representing arterial architecture. The pulse wave is evoked with a roller pump with its rotation speed controlled by a step motor. Peripheral resistance is created by a system of compliant silicon tubes mimicking arterial tree. The measured pressure waves in two positions and their derivatives will be exploited as datasets to train the neural network and, in the end, to reach a more physiological shape of the pulse wave than can be reached by a manual setting.

Keywords

Physiological waveform; Neural network; Roller pump

URL
Published
2022
Pages
389–392
Journal
7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021, ISSN 2227-9385
Proceedings
CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering
Conference
7th International Conference on Computational and Mathematical Biomedical Engineering
ISBN
978-0-9562914-6-2
Publisher
Computational and scientific consultancy services Ltd
Place
Cardiff, United Kingdom
BibTeX 
@inproceedings{BUT180254,
  author="Jiří {Jagoš} and Jiří {Kohút} and Jan {Kohút} and Martin {Formánek} and Jiří {Burša}",
  title="ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS",
  booktitle="CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering",
  year="2022",
  journal="7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021",
  pages="389--392",
  publisher="Computational and scientific consultancy services Ltd",
  address="Cardiff, United Kingdom",
  isbn="978-0-9562914-6-2",
  issn="2227-9385",
  url="https://www.compbiomed.net/getfile.php?type=16/site_documents&id=CMBE%202022%20Proceedings%20volume1.pdf"
}
Projects
Řízení peristaltického čerpadla s využitím kombinace neuronových sítí, experimentálních měření a numerických simulací, BUT, Vnitřní projekty VUT, FIT/FSI-J-22-7952, start: 2022-03-01, end: 2023-02-28, completed
Departments
Department of Computer Graphics and Multimedia (DCGM)
Institute of Solid Mechanics, Mechatronics and Biomechanics (ISMMB)
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