NDLI: Model predictive control with state estimation and adaptation mechanism for a continuous stirred tank reactor

Content Provider	IEEE Xplore Digital Library
Author	Khodabandeh, M. Bolandi, H.
Copyright Year	2007
Description	Author affiliation: Iran Univ. of Sci. & Technol., Tehran (Khodabandeh, M.; Bolandi, H.)
Abstract	Two predictive controllers have been designed in this paper. The first model predictive controller is designed by considering a state space model and an extended kalman filter for estimate of the states of nonlinear model. The second one is based on the linear ARMA model and by employing adaptation mechanism; it can be applied to the nonlinear systems. Identification of the linear model parameters in each sample time from a recursive least square method is the suggested technique for adaptation. These methods are applied to a CSTR; as a nonlinear MIMO system with considering measurable disturbances. Simulations are performed for normal operating condition and a case in which system is caused with disturbance.
Starting Page	1466
Ending Page	1471
File Size	779685
Page Count	6
File Format	PDF
ISBN	9788995003862
DOI	10.1109/ICCAS.2007.4406570
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-10-17
Publisher Place	South Korea
Access Restriction	Subscribed
Rights Holder	ICASE
Subject Keyword	Extended Kalman Filter Predictive models Nonlinear control systems Control systems Model Predictive Control Continuous Stirred Tank Reactor Adaptive Automatic control Control system synthesis MIMO Continuous-stirred tank reactor State estimation Nonlinear systems Predictive control
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

State estimation of nonlinear systems using novel adaptive unscented Kalman filter

Non-linear State Estimation for Continuous Stirred Tank Reactor using Neural Network State Filter

A new Fault Toletant Nonlinear Model Predictive Controller based on an adaptive extended kalman filter

Model Predictive Control of Multivariable Nonlinear Processes in Continuous-Time

An Adaptive UKF Algorithm for Process Fault Prognostics

Design of fuzzy observer for a three tank system

State Estimation of a Nonlinear System by Neural Extended Kalman Filter

Modeling and control for NCS with time-varying long delays

Data-driven PID controller design for continuous stirred tank reactor

Model predictive control with state estimation and adaptation mechanism for a continuous stirred tank reactor

Similar Documents

State estimation of nonlinear systems using novel adaptive unscented Kalman filter

Non-linear State Estimation for Continuous Stirred Tank Reactor using Neural Network State Filter

A new Fault Toletant Nonlinear Model Predictive Controller based on an adaptive extended kalman filter

Model Predictive Control of Multivariable Nonlinear Processes in Continuous-Time

An Adaptive UKF Algorithm for Process Fault Prognostics

Design of fuzzy observer for a three tank system

State Estimation of a Nonlinear System by Neural Extended Kalman Filter

Modeling and control for NCS with time-varying long delays

Data-driven PID controller design for continuous stirred tank reactor

Model predictive control with state estimation and adaptation mechanism for a continuous stirred tank reactor