Detail publikačního výsledku

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

JAGOŠ, J.; KOHÚT, J.; KOHÚT, J.; FORMÁNEK, M.; BURŠA, J.

Originální název

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

Anglický název

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

Druh

Stať ve sborníku mimo WoS a Scopus

Originální 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.

Anglický 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

Klíčová slova v angličtině

Physiological waveform; Neural network; Roller pump

Autoři

JAGOŠ, J.; KOHÚT, J.; KOHÚT, J.; FORMÁNEK, M.; BURŠA, J.

Rok RIV

2023

Vydáno

27.06.2022

Nakladatel

Computational and scientific consultancy services Ltd

Místo

Cardiff, United Kingdom

ISBN

978-0-9562914-6-2

Kniha

CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering

ISSN

2227-9385

Periodikum

7th International Conference on Computational and Mathematical Biomedical Engineering – CMBE2021

Stát

Italská republika

Strany od

389

Strany do

392

Strany počet

4

URL

https://www.compbiomed.net/getfile.php?type=16/site_documents&id=CMBE%202022%20Proceedings%20volume1.pdf

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"
}