Publication detail
ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS
JAGOŠ, J. KOHÚT, J. KOHÚT, J. FORMÁNEK, M. BURŠA, J.
English title
ROLLER PUMP CONTROLLED BY NEURAL NETWORK: EXPERIMENTAL STUDY UNDER PHYSIOLOGICAL CONDITIONS
Type
Paper in proceedings outside WoS and Scopus
Language
en
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 in English
Physiological waveform; Neural network; Roller pump
Released
2022-06-27
Publisher
Computational and scientific consultancy services Ltd
Location
Cardiff, United Kingdom
ISBN
978-0-9562914-6-2
ISSN
2227-9385
Book
CMBE22 7th International Conference on Computational & Mathematical Biomedical Engineering
Pages from–to
389–392
Pages count
4
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"
}