{"title":"早产儿血氧饱和度的自动控制","authors":"Edmund Morozoff, R. W. Evans, J. Smyth","doi":"10.1109/CCA.1993.348256","DOIUrl":null,"url":null,"abstract":"This paper describes research into the development of a controller that regulates blood oxygen saturation (SaO/sub 2/) in premature infants. The patient's SaO/sub 2/ is measured by a pulse oximeter and fed into the controller which adjusts the neonate's inspired air-oxygen (FiO/sub 2/) mixture by actuating a motorized gas blender. This oxygen therapy is used to prevent incidents of hypoxemia and hyperoxemia. A simplified physiological model is described. The designers use a unique control algorithm based on the sign of the error magnitude, velocity and acceleration as inputs. The algorithm applies these inputs to a state machine that determines the trend of the error. This trend defines the next state and an associated FiO/sub 2/ adjustment and time delay. The controller was verified on eight neonates, each over a six hour study period. During automatic oxygen therapy the controller significantly increased the duration of time the patient spent at normal SaO/sub 2/ levels as compared to manual therapy. The numbers of manual interventions were also greatly reduced when the neonates were under automatic oxygen therapy.<<ETX>>","PeriodicalId":276779,"journal":{"name":"Proceedings of IEEE International Conference on Control and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":"{\"title\":\"Automatic control of blood oxygen saturation in premature infants\",\"authors\":\"Edmund Morozoff, R. W. Evans, J. Smyth\",\"doi\":\"10.1109/CCA.1993.348256\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes research into the development of a controller that regulates blood oxygen saturation (SaO/sub 2/) in premature infants. The patient's SaO/sub 2/ is measured by a pulse oximeter and fed into the controller which adjusts the neonate's inspired air-oxygen (FiO/sub 2/) mixture by actuating a motorized gas blender. This oxygen therapy is used to prevent incidents of hypoxemia and hyperoxemia. A simplified physiological model is described. The designers use a unique control algorithm based on the sign of the error magnitude, velocity and acceleration as inputs. The algorithm applies these inputs to a state machine that determines the trend of the error. This trend defines the next state and an associated FiO/sub 2/ adjustment and time delay. The controller was verified on eight neonates, each over a six hour study period. During automatic oxygen therapy the controller significantly increased the duration of time the patient spent at normal SaO/sub 2/ levels as compared to manual therapy. The numbers of manual interventions were also greatly reduced when the neonates were under automatic oxygen therapy.<<ETX>>\",\"PeriodicalId\":276779,\"journal\":{\"name\":\"Proceedings of IEEE International Conference on Control and Applications\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1993-09-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"12\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of IEEE International Conference on Control and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCA.1993.348256\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of IEEE International Conference on Control and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCA.1993.348256","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Automatic control of blood oxygen saturation in premature infants
This paper describes research into the development of a controller that regulates blood oxygen saturation (SaO/sub 2/) in premature infants. The patient's SaO/sub 2/ is measured by a pulse oximeter and fed into the controller which adjusts the neonate's inspired air-oxygen (FiO/sub 2/) mixture by actuating a motorized gas blender. This oxygen therapy is used to prevent incidents of hypoxemia and hyperoxemia. A simplified physiological model is described. The designers use a unique control algorithm based on the sign of the error magnitude, velocity and acceleration as inputs. The algorithm applies these inputs to a state machine that determines the trend of the error. This trend defines the next state and an associated FiO/sub 2/ adjustment and time delay. The controller was verified on eight neonates, each over a six hour study period. During automatic oxygen therapy the controller significantly increased the duration of time the patient spent at normal SaO/sub 2/ levels as compared to manual therapy. The numbers of manual interventions were also greatly reduced when the neonates were under automatic oxygen therapy.<>