Anti-Windup and Disturbance Rejection Controller Design of an Automated Oxygen Control System for Premature Infants
- PMID: 30441107
- DOI: 10.1109/EMBC.2018.8512995
Anti-Windup and Disturbance Rejection Controller Design of an Automated Oxygen Control System for Premature Infants
Abstract
For premature infants, the peripheral oxygen saturation (SpO2) level has significant effects on their health. Manual control of the fraction of inspired oxygen (FiO2) by nursing staff is not only a highly labor intensive solution, but also a hard task to maintain infants' SpO2 within the safe range. For this clinical need, an automated oxygen control system for premature infants is developed, which is based on PI control and derivative feedback (DF) control. Clinical tests showed that, when there is either a manual-automatic mode switch and tube feeding, integral windup may occur which will lead to the degradation of control performance. To overcome this problem, an anti-windup control strategy is developed. Due to blood oxygen desaturations caused by unknown disturbances, a disturbance observer is adopted with the disturbance estimate used for disturbance rejection. According to the results of dynamic simulations, the controller with anti-windup and disturbance rejection design has the best performance among all controllers, it could achieve bumpless transfer during mode switching, decrease FiO2 in a timely manner when feeding is finished, and can shorten the recovery time from desaturation events and after feeding. This controller could minimize the time that SpO2 is outside the safe range, which is promising for clinical application.
Similar articles
-
Randomised cross-over study of automated oxygen control for preterm infants receiving nasal high flow.Arch Dis Child Fetal Neonatal Ed. 2019 Jul;104(4):F366-F371. doi: 10.1136/archdischild-2018-315342. Epub 2018 Nov 21. Arch Dis Child Fetal Neonatal Ed. 2019. PMID: 30464005 Clinical Trial.
-
Effects of automated adjustment of the inspired oxygen on fluctuations of arterial and regional cerebral tissue oxygenation in preterm infants with frequent desaturations.J Pediatr. 2015 Feb;166(2):240-4.e1. doi: 10.1016/j.jpeds.2014.10.007. Epub 2014 Nov 18. J Pediatr. 2015. PMID: 25454938 Clinical Trial.
-
Automated versus Manual Oxygen Control with Different Saturation Targets and Modes of Respiratory Support in Preterm Infants.J Pediatr. 2015 Sep;167(3):545-50.e1-2. doi: 10.1016/j.jpeds.2015.06.012. Epub 2015 Jul 2. J Pediatr. 2015. PMID: 26144575 Clinical Trial.
-
Automated versus manual control of inspired oxygen to target oxygen saturation in preterm infants: a systematic review and meta-analysis.J Perinatol. 2018 Apr;38(4):351-360. doi: 10.1038/s41372-017-0037-z. Epub 2018 Jan 2. J Perinatol. 2018. PMID: 29296004
-
Automated control of inspired oxygen (FiO2 ) in preterm infants: Literature review.Pediatr Pulmonol. 2019 Mar;54(3):358-363. doi: 10.1002/ppul.24238. Epub 2019 Jan 10. Pediatr Pulmonol. 2019. PMID: 30632296 Review.
Cited by
-
Clinical Evaluation of an Automatic Oxygen Control System for Premature Infants Receiving High-Flow Nasal Cannula for Respiratory Support: A Pilot Study.J Med Device. 2022 Sep 1;16(3):031005. doi: 10.1115/1.4054250. Epub 2022 May 10. J Med Device. 2022. PMID: 35646226 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Medical
Research Materials
Miscellaneous