Linear MPC for anesthesia process with external predictor

نویسندگان

چکیده

In this paper we present a new model predictive control system for the depth of hypnosis in general anesthesia. The is measured by Bispectral Index Scale signal and controlled through propofol administration. proposed scheme based on an external predictor that, exploiting Wiener structure pharmacokinetic/pharmacodynamic propofol, compensates process nonlinearity increases robustness means additional filter. performance developed evaluated extensive simulation study, which considers inter-patient intra-patient variability applying Monte Carlo technique. obtained results show that methodology effective both induction maintenance phases.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Bilinear versus Linear Mpc: Application to a Polymerization Process

In this paper a comparison between a linear-model-based and a bilinear-modelbased identification and predictive control methodology is presented. Input-output data from a nonlinear first-principles simulation model of the free-radical polymerization of methylmethacrylate are used for black-box identification of a linear and a bilinear model. These black-box models are used within a model-based ...

متن کامل

Perfectly-Secure MPC with Linear Communication Complexity

Secure multi-party computation (MPC) allows a set of n players to securely compute an agreed function, even when up to t players are under the control of an adversary. Known perfectly secure MPC protocols require communication of at least Ω(n) field elements per multiplication, whereas cryptographic or unconditional security is possible with communication linear in the number of players. We pre...

متن کامل

Mpc for Max-plus-linear Systems with Guaranteed Stability

Model predictive control (MPC) is a popular controller design technique in the process industry. Conventional MPC uses linear or nonlinear discrete-time models. Previously, we have extended MPC to a class of discrete event systems that can be described by a model that is “linear” in the max-plus algebra. In this paper we consider the stability of MPC for these max-plus linear (MPL) systems, and...

متن کامل

a new type-ii fuzzy logic based controller for non-linear dynamical systems with application to 3-psp parallel robot

abstract type-ii fuzzy logic has shown its superiority over traditional fuzzy logic when dealing with uncertainty. type-ii fuzzy logic controllers are however newer and more promising approaches that have been recently applied to various fields due to their significant contribution especially when the noise (as an important instance of uncertainty) emerges. during the design of type- i fuz...

15 صفحه اول

A MPC Walking Framework With External Contact Forces

In this work, we present an extension to a linear Model Predictive Control (MPC) scheme that plans external contact forces for the robot when given multiple contact locations and their corresponding friction cone. To accomplish this we set up a two step optimization problem. In the first optimization, we compute the Center of Mass (CoM) trajectory, foot step locations, and introduce slack varia...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Computers & Chemical Engineering

سال: 2022

ISSN: ['1873-4375', '0098-1354']

DOI: https://doi.org/10.1016/j.compchemeng.2022.107747