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Conference Title: 2023 IEEE Central America and Panama Student Conference (CONESCAPAN)

Conference Start Date: 2023, Sept. 26

Conference End Date: 2023, Sept. 29

Conference Location: Guatemala, Guatemala

This study aims to evaluate the implementation of artificial intelligence, specifically fuzzy logic, in the flow control system of a mechanical pulmonary ventilator. The research focuses on comparing the performance of the fuzzy logic control system with the conventional PED control system. A test bench was constructed to test and analyze the control algorithms on an electro-pneumatic ventilator, with the PID control algorithm initially applied and the parameters of a test lung adjusted under various conditions. The results demonstrated that the PID controller algorithm is effective and precise within the target flow range set by the user. However, it is anticipated that the fuzzy logic algorithm will significantly enhance these results due to its sensitivity to small changes, reliability, and improved accuracy. This research contributes to the understanding and improvement of flow control systems in electro-pneumatic lung ventilators, paving the way for enhanced patient care and treatment outcomes.

Details

Subject
Proportional integral derivative;
Ventilators;
Control theory;
Control algorithms;
Control systems;
Lungs;
Fuzzy logic;
Fuzzy systems;
Fuzzy control;
Artificial intelligence;
Algorithms;
Flow control
Identifier / keyword
Flow control; Fuzzy logic; Pneumatics; Artificial intelligence; PID controller; Ventilator
Title
Improving Flow Control in Electro-pneumatic Lung Ventilators: PID versus Fuzzy Logic Control Systems. Partial Results
Author
Gonzalez, Lina 1 ; Griffith, Issa 1 ; Lescher, Alfredo 1 ; Molino, Jay 2 ; Quijano, Damian 1 ; Rojas, Asdrual 1 

1  Universidad Especializada de las Américas,Facultad de Biociencias y Salud Pública,Panamá City,República de Panamá 
2  Universidad Especializada de las Américas,Centro de Biotecnología, Energías Verdes y Cambio Climático,Panamá City,República de Panamá 
Publication title
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Conference Proceedings; Piscataway
Source details
2023 IEEE Central America and Panama Student Conference (CONESCAPAN)
Publication year
2023
Publication date
2023
Publisher
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Place of publication
Piscataway
Country of publication
United States
Publication subject
Engineering--Electrical Engineering
Source type
Conference Paper
Language of publication
English
Document type
Conference Proceedings
Publication history
 
 
Online publication date
2023-11-27
Publication history
 
 
   First posting date
27 Nov 2023
DOI
https://doi.org/10.1109/CONESCAPAN60431.2023.10328412
ProQuest document ID
2895007326
Document URL
https://www.proquest.com/conference-papers-proceedings/improving-flow-control-electro-pneumatic-lung/docview/2895007326/se-2?accountid=208611
Copyright
Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023
Last updated
2024-10-03
Database
ProQuest One Academic