CANLI
Yükleniyor Veriler getiriliyor…
SCI-Expanded JCR Q2 Özgün Makale Scopus
Design and implementation of a hybrid FLC + PID controller for pressure control of sleep devices
Biomedical Signal Processing and Control 2022 Cilt 76
Scopus Eşleşmesi Bulundu
4
Atıf
76
Cilt
Scopus Yazarları: Adem Golcuk
Özet
Sleep apnea is a breathing disorder that occurs when the airway is completely or partially blocked during sleep. Patients with sleep apnea use sleep devices while sleeping at night. Patients should use this device within the pressure range prescribed by doctors. For this reason, the quality of the pressure control of the air supplied to the patient from the sleep devices is very important. The control of this pressure is carried out by controlling the rotation speed of the blower motor in the sleep devices. In this study, PID controller, FLC and Hybrid FLC + PID Controller (HFLCPIDC) were designed to control the rotation speed of the blower motor and hence the pressure of the sleep device. The pressure value read from the pressure sensor at the output of the sleep device and the target pressure value adjusted on the touch panel of the sleep device were used as input parameters of these controllers. As a result of the experimental studies, it was observed that the sudden pressure change in the sleep device was stabilized at 504 ms with the PID controller, at 1575 ms with the FLC and at 484 ms with the HFLCPIDC. In addition, FLC and HFLCPIDC were able to balance the pressure at the output of the device more successfully than the PID controller. It is recommended to use HFLCPIDC for pressure control of sleep devices, as it both reacts very quickly to sudden pressure changes and can keep the pressure in balance in the best way.
Anahtar Kelimeler (Scopus)
FLC PID Pressure sensor Sleep Apnea Sleep device

Anahtar Kelimeler

PID FLC Sleep Apnea Sleep device Pressure sensor

Makale Bilgileri

Dergi Biomedical Signal Processing and Control
ISSN 1746-8094
Yıl 2022 / 4. ay
Cilt / Sayı 76
Makale Türü Özgün Makale
Hakemlik Hakemli
Endeks SCI-Expanded
JCR Quartile Q2
TEŞV Puanı 144,00
Yayın Dili Türkçe
Kapsam Uluslararası
Toplam Yazar 1 kişi
Erişim Türü Elektronik
Erişim Linki Makaleye Git
Alan Mühendislik Temel Alanı Bilgisayar Bilimleri ve Mühendisliği Bulanık Mantık Algoritmalar ve Hesaplama Kuramı Yapay Zeka PID, FLC, Sleep Apnea, Sleep device, Pressure sensor

YÖKSİS Yazar Kaydı

Yazar Adı GÖLCÜK ADEM
YÖKSİS ID 6387108

Metrikler

Scopus Atıf 4
JCR Quartile Q2
TEŞV Puanı 144,00
Yazar Sayısı 1