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Intelligent infusion controller with a physiological information feedback function
BACKGROUND: In hospitals, some problems still exist, such as transfusion reaction that cannot be dealt with in time, medical staff cannot observe the physiological information of the infusion patients in real time, and the infusion speed cannot be controlled smartly. OBJECTIVE: To address these prob...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7369087/ https://www.ncbi.nlm.nih.gov/pubmed/32364142 http://dx.doi.org/10.3233/THC-209005 |
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author | Li, Jing Dong, Pengfei Lai, Yongxin Qin, Xiansheng Bai, Jing Wang, Hongbo Wan, Zhanxi Ji, Zhenyu Shi, Xuetao |
author_facet | Li, Jing Dong, Pengfei Lai, Yongxin Qin, Xiansheng Bai, Jing Wang, Hongbo Wan, Zhanxi Ji, Zhenyu Shi, Xuetao |
author_sort | Li, Jing |
collection | PubMed |
description | BACKGROUND: In hospitals, some problems still exist, such as transfusion reaction that cannot be dealt with in time, medical staff cannot observe the physiological information of the infusion patients in real time, and the infusion speed cannot be controlled smartly. OBJECTIVE: To address these problems, we propose a method for intelligent monitoring and designed a controller for dripping speed regulation. METHODS: A photoelectric sensor was used to obtain the heart rate (HR) information, and a PID parameter self-tuning controller based on the fuzzy control principle was developed to establish a multi-stage adaptive control method based on HR feedback. By controlling the rotation of the motor to drive the cam to control the drip rate smartly. Also, the infusion and physiological information are transmitted to the nurse station to monitor the possible transfusion reaction. RESULTS: The experiments show that the intelligent infusion controller can achieve HR signal detection with an average accuracy of over 94%, dripping speed detection and adjustment with an average accuracy of above 98% and adjustment time within 35 seconds. CONCLUSION: Our study proved that the intelligent infusion controller can control the infusion process intelligently and effectively, and has excellent reliability, small steady-state error and high practical value. |
format | Online Article Text |
id | pubmed-7369087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-73690872020-07-22 Intelligent infusion controller with a physiological information feedback function Li, Jing Dong, Pengfei Lai, Yongxin Qin, Xiansheng Bai, Jing Wang, Hongbo Wan, Zhanxi Ji, Zhenyu Shi, Xuetao Technol Health Care Research Article BACKGROUND: In hospitals, some problems still exist, such as transfusion reaction that cannot be dealt with in time, medical staff cannot observe the physiological information of the infusion patients in real time, and the infusion speed cannot be controlled smartly. OBJECTIVE: To address these problems, we propose a method for intelligent monitoring and designed a controller for dripping speed regulation. METHODS: A photoelectric sensor was used to obtain the heart rate (HR) information, and a PID parameter self-tuning controller based on the fuzzy control principle was developed to establish a multi-stage adaptive control method based on HR feedback. By controlling the rotation of the motor to drive the cam to control the drip rate smartly. Also, the infusion and physiological information are transmitted to the nurse station to monitor the possible transfusion reaction. RESULTS: The experiments show that the intelligent infusion controller can achieve HR signal detection with an average accuracy of over 94%, dripping speed detection and adjustment with an average accuracy of above 98% and adjustment time within 35 seconds. CONCLUSION: Our study proved that the intelligent infusion controller can control the infusion process intelligently and effectively, and has excellent reliability, small steady-state error and high practical value. IOS Press 2020-06-04 /pmc/articles/PMC7369087/ /pubmed/32364142 http://dx.doi.org/10.3233/THC-209005 Text en © 2020 – IOS Press and the authors. All rights reserved https://creativecommons.org/licenses/by-nc/4.0/ This article is published online with Open Access and distributed under the terms of the Creative Commons Attribution Non-Commercial License (CC BY-NC 4.0). |
spellingShingle | Research Article Li, Jing Dong, Pengfei Lai, Yongxin Qin, Xiansheng Bai, Jing Wang, Hongbo Wan, Zhanxi Ji, Zhenyu Shi, Xuetao Intelligent infusion controller with a physiological information feedback function |
title | Intelligent infusion controller with a physiological information feedback function |
title_full | Intelligent infusion controller with a physiological information feedback function |
title_fullStr | Intelligent infusion controller with a physiological information feedback function |
title_full_unstemmed | Intelligent infusion controller with a physiological information feedback function |
title_short | Intelligent infusion controller with a physiological information feedback function |
title_sort | intelligent infusion controller with a physiological information feedback function |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7369087/ https://www.ncbi.nlm.nih.gov/pubmed/32364142 http://dx.doi.org/10.3233/THC-209005 |
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