Detail výsledku

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.
Typ
článek ve sborníku konference
Jazyk
angličtina
Autoři
Jagoš Jiří, Ing., Ph.D., NCK MESTEC - SMT (FSI), ÚMTMB (FSI)
Kohút Jiří, Ing., EÚ (FSI)
Kohút Jan, Ing., UPGM (FIT)
Formánek Martin, Ing., ÚMTMB (FSI), ÚMTMB OM (FSI)
Burša Jiří, prof. Ing., Ph.D., ÚMTMB OBM (FSI)
Abstrakt

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.

Klíčová slova

Physiological waveform; Neural network; Roller pump

URL
Rok
2022
Strany
389–392
Časopis
7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021, ISSN 2227-9385
Sborník
CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering
Konference
7th International Conference on Computational and Mathematical Biomedical Engineering
ISBN
978-0-9562914-6-2
Vydavatel
Computational and scientific consultancy services Ltd
Místo
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"
}
Projekty
Řízení peristaltického čerpadla s využitím kombinace neuronových sítí, experimentálních měření a numerických simulací, VUT, Vnitřní projekty VUT, FIT/FSI-J-22-7952, zahájení: 2022-03-01, ukončení: 2023-02-28, ukončen
Pracoviště
Ústav mechaniky těles, mechatroniky a biomechaniky (ÚMTMB)
Ústav počítačové grafiky a multimédií (UPGM)
Nahoru