A framework for hybrid multi-parametric model-predictive control with application to intravenous anaesthesia Academic Article

abstract

• 2015 Elsevier B.V. In this paper we present a framework for the development of hybrid multi-parametric model predictive controllers applied to intravenous anaesthesia. A step-by-step procedure is described featuring a piece-wise model for anaesthesia describing the induction and maintenance phase, a recently developed multi-parametric mixed-integer quadratic programming solver and a novel hybrid control strategy tested for a set of 12 patients.

authors

• Pistikopoulos, Stratos

published proceedings

• 12TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING (PSE) AND 25TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT A

author list (cited authors)

• Nascu, I., Oberdieck, R., & Pistikopoulos, E. N.

citation count

• 4

complete list of authors

• Nascu, Ioana||Oberdieck, Richard||Pistikopoulos, Efstratios N

publication date

• January 2015

publisher

• Elsevier  Publisher

published in

• Computer Aided Chemical Engineering  Journal

keywords

• Hybrid Systems
• Multi-parametric Mixed-integer Quadratic Programming
• Multi-parametric/explicit Model Predictive Control

Digital Object Identifier (DOI)

• 10.1016/b978-0-444-63578-5.50115-8

start page

• 719

end page

• 724

volume

• 37

issue

• Anesth Analg1122011

URL

• http://dx.doi.org/10.1016/b978-0-444-63578-5.50115-8