Intelligent infusion controller with a physiological information feedback function.
Infusion reaction
dripping speed control
intelligent feedback
Journal
Technology and health care : official journal of the European Society for Engineering and Medicine
ISSN: 1878-7401
Titre abrégé: Technol Health Care
Pays: Netherlands
ID NLM: 9314590
Informations de publication
Date de publication:
2020
2020
Historique:
pubmed:
5
5
2020
medline:
7
4
2021
entrez:
5
5
2020
Statut:
ppublish
Résumé
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. To address these problems, we propose a method for intelligent monitoring and designed a controller for dripping speed regulation. 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. 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. 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.
Sections du résumé
BACKGROUND
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
OBJECTIVE
To address these problems, we propose a method for intelligent monitoring and designed a controller for dripping speed regulation.
METHODS
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
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
CONCLUSIONS
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.
Identifiants
pubmed: 32364142
pii: THC209005
doi: 10.3233/THC-209005
pmc: PMC7369087
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
37-46Références
Ann Hematol. 2010 Mar;89(3):309-16
pubmed: 19787352