Development of PID Controller for Temperature Control of High Flow Nasal Cannula Humidification System Based on System Identification

Fachryal Hiltansyah, G. Kiswanto
{"title":"Development of PID Controller for Temperature Control of High Flow Nasal Cannula Humidification System Based on System Identification","authors":"Fachryal Hiltansyah, G. Kiswanto","doi":"10.1109/CPEEE56777.2023.10217685","DOIUrl":null,"url":null,"abstract":"The recent outbreak of respiratory diseases such as COVID-19 has led to an increase in the use of therapeutic devices, including high flow nasal cannulas, which have been shown to improve blood oxygenation and reduce mortality rates. Temperature control is an important aspect of these devices, as it impacts the humidification system and patient comfort. Therefore, it is necessary to have a robust and accurate temperature control system in HFNC humidification systems. This paper discusses the identification and control of an HFNC humidification system’s temperature using MATLAB software. The system model is created using input-output data and a PID controller is generated. The PID Tuner app in MATLAB can be used to automatically tune the PID parameters, and the step response plot can be used to fine-tune the parameters graphically. The performance of the PID algorithm was evaluated through simulations in MATLAB and an Arduino-based real model. The results showed that the designed PID controller had good performance and precision. In conclusion, the designed PID controller, developed through the system identification process, was successfully implemented in the HFNC humidification system we developed.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CPEEE56777.2023.10217685","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The recent outbreak of respiratory diseases such as COVID-19 has led to an increase in the use of therapeutic devices, including high flow nasal cannulas, which have been shown to improve blood oxygenation and reduce mortality rates. Temperature control is an important aspect of these devices, as it impacts the humidification system and patient comfort. Therefore, it is necessary to have a robust and accurate temperature control system in HFNC humidification systems. This paper discusses the identification and control of an HFNC humidification system’s temperature using MATLAB software. The system model is created using input-output data and a PID controller is generated. The PID Tuner app in MATLAB can be used to automatically tune the PID parameters, and the step response plot can be used to fine-tune the parameters graphically. The performance of the PID algorithm was evaluated through simulations in MATLAB and an Arduino-based real model. The results showed that the designed PID controller had good performance and precision. In conclusion, the designed PID controller, developed through the system identification process, was successfully implemented in the HFNC humidification system we developed.
基于系统辨识的高流量鼻插管加湿系统温度PID控制器的研制
最近爆发的COVID-19等呼吸道疾病导致使用治疗装置的人数增加,包括高流量鼻插管,这已被证明可以改善血液氧合并降低死亡率。温度控制是这些设备的一个重要方面,因为它影响加湿系统和患者舒适度。因此,在HFNC加湿系统中有必要有一个可靠、准确的温度控制系统。本文讨论了用MATLAB软件对HFNC加湿系统的温度进行识别和控制。使用输入输出数据创建系统模型,并生成PID控制器。MATLAB中的PID Tuner应用程序可用于自动调整PID参数,阶跃响应图可用于图形化微调参数。通过MATLAB仿真和基于arduino的真实模型对PID算法的性能进行了评价。结果表明,所设计的PID控制器具有良好的性能和精度。综上所述,通过系统辨识过程所设计的PID控制器在我们所开发的HFNC加湿系统中得到了成功的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信