Detail publikace

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

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

Anglický název

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

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

en

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 anglicky

Physiological waveform; Neural network; Roller pump

Vydáno

27.06.2022

Nakladatel

Computational and scientific consultancy services Ltd

Místo

Cardiff, United Kingdom

ISBN

978-0-9562914-6-2

ISSN

2227-9385

Kniha

CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering

Strany od–do

389–392

Počet stran

4

BIBTEX


@inproceedings{BUT180254,
  author="Jiří {Fischer} and 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",
  month="June",
  pages="389--392",
  publisher="Computational and scientific consultancy services Ltd",
  address="Cardiff, United Kingdom",
  isbn="978-0-9562914-6-2",
  issn="2227-9385"
}