Title :
The design and investigation of model based internal model control for the regulation of hypnosis
Author :
Abdulla, Shahab ; Wen, Peng ; Xiang, Wei
Author_Institution :
Fac. of Eng. & Surveying, Univ. of Southern Queensland, Toowoomba, QLD, Australia
Abstract :
The manual control of anaesthesia is still the dominant practice during surgery. An increasing number of studies have been conducted to explore the possibility of automating this process. The major difficulty in the design of closed-loop control during anaesthesia is the inherent patient variability due to differences in demographic and drug tolerance. These discrepancies are translated into the differences in pharmacokinetics (PK), and pharmacodynamics (PD). This study develops patient dose-response models and provides an adequate drug administration regimen for the anaesthesia to avoid under or over dosing of the patients. The controllers are designed to compensate for patients inherent drug response variability, to achieve the best output disturbance rejection, and to maintain optimal set point response. The results are evaluated and compared with traditional PID controller. The performance is confirmed in our simulation.
Keywords :
closed loop systems; drugs; medical control systems; surgery; three-term control; PID controller; anaesthesia; anaesthesia control; closed loop control; drug response variability; drug tolerance; hypnosis regulation; inherent patient variability; model-based internal model control; optimal set point response; output disturbance rejection; patient dose-response models; pharmacodynamics; pharmacokinetics; surgery; Brain modeling; Computational modeling; Drugs; Equations; Mathematical model; Plasmas; Surgery;
Conference_Titel :
Nano/Molecular Medicine and Engineering (NANOMED), 2010 IEEE 4th International Conference on
Conference_Location :
Hong Kong/Macau
Print_ISBN :
978-1-61284-152-6
DOI :
10.1109/NANOMED.2010.5749833