Publication detail

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

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

Original Title

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

Type

article in a collection out of WoS and Scopus

Language

English

Original 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

Authors

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

Released

27. 6. 2022

Publisher

Computational and scientific consultancy services Ltd

Location

Cardiff, United Kingdom

ISBN

978-0-9562914-6-2

Book

CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering

ISBN

2227-9385

Periodical

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

State

Republic of Italy

Pages from

389

Pages to

392

Pages count

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"
}