DocumentCode
2921313
Title
Design of a fuzzy controller for the automation of an extracorporeal support system with the use of a simulation environment
Author
Mendoza G, A. ; Baumgartner, B. ; Schreiber, U. ; Eichhorn, S. ; Krane, M. ; Bauernschmitt, R. ; Knoll, A.
Author_Institution
Robot. & Embedded Syst., Tech. Univ. Munchen, Garching, Germany
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
6698
Lastpage
6701
Abstract
The automation of a portable extracorporeal support system may greatly help people who suffer from cardiogenic shock by providing them with an optimal oxygen perfusion and avoid mult-organ failure while being transported to a hospital. This however requires the creation of tools that help in the design of the ideal controller. In this paper a simulation environment is described were a cardiovascular model from the ISR Physiome database was used together with a model of a portable extracorporeal support system. Additionally a model of an oxygenator/blender model is introduced to allow the simulation of oxygen perfusion. Fuzzy controlling was used for automation since it allows a straightforward implementation of expert knowledge. Through the simulation environment different scenarios may be created where intensive testing is possible and constant repetition for control optimization. Initial simulation results are given of the fuzzy controller adjusting the extracorporeal flow rate and oxygen administration for a case of low cardiac output.
Keywords
MIMO systems; cardiovascular system; fuzzy control; haemorheology; medical control systems; oxygen; physiological models; ISR Physiome database; O2; cardiogenic shock; cardiovascular model; extracorporeal flow rate; fuzzy controller; multi-organ failure; multiple input multiple output system; optimal oxygen perfusion; oxygenator-blender model; portable extracorporeal support system; simulation environment; Atmospheric modeling; Cardiology; Computational modeling; Heart; Variable speed drives; Algorithms; Computer Simulation; Equipment Design; Fuzzy Logic; Heart; Humans;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5626251
Filename
5626251
Link To Document