On the effect of the estimation structure in the functioning of a nonlinear copolymer reactor estimator

T López, J Alvarez - Journal of Process Control, 2004 - Elsevier
In this work, the effect of the estimation structure on the performance and robustness
characteristics of a geometric nonlinear estimator is studied for free-radical continuous …

Robust estimation of continuous nonlinear plants with discrete measurements

H Hernández, J Alvarez - Journal of Process Control, 2003 - Elsevier
In this work the problem of designing a state estimator for completely or partially observable
continuous nonlinear plants with discrete measurements is addressed. The combination of a …

Robust dynamic state estimation of nonlinear plants

J Alvarez, T López - AICHE journal, 1999 - Wiley Online Library
An on‐line state‐estimation design for multiinput multioutput nonlinear plants, either
observable or detectable, is presented. The design considers a stage of analysis, in which …

On-line parameter estimation in a continuous polymerization process

A Sirohi, KY Choi - Industrial & engineering chemistry research, 1996 - ACS Publications
A large number of high activity catalysts are used to produce different grades of polymers in
a continuous olefin polymerization reactor. Often the transition from one grade to another is …

Integrodifferential approach to the estimation of copolymerization reactivity ratios

F López-Serrano, JE Puig, J Álvarez - Industrial & engineering …, 2004 - ACS Publications
An integrodifferential estimation approach is applied to draw the reactivity ratio (RR)
dependencies on the monomer feed composition. The approach combines the integral …

On-line state and parameter estimation of EPDM polymerization reactors using a hierarchical extended Kalman filter

R Li, AB Corripio, MA Henson, MJ Kurtz - Journal of process control, 2004 - Elsevier
A hierarchical extended Kalman filter (EKF) design is proposed to estimate unmeasured
state variables and key kinetic parameters in a first principles model of a continuous …

Estimation and control of an α-olefin polymerization reactor

GR Sriniwas, Y Arkun, FJ Schork - Journal of Process Control, 1995 - Elsevier
The research addressed in this paper is focused on the estimation and control of a nonlinear
industrial polymerization process. The majority of the available estimation techniques are …

Online estimation and control of polymer quality in a copolymerization reactor

MJ Park, SM Hur, HK Rhee - AIChE journal, 2002 - Wiley Online Library
The validity of an online state estimator for a semi‐batch MMA/MA solution copolymerization
reactor was established using online densitometer and viscometer. Using the conventional …

On‐line nonlinear model‐based estimation and control of a polymer reactor

RK Mutha, WR Cluett, A Penlidis - AIChE Journal, 1997 - Wiley Online Library
Polymer reactor control problems often lack frequent measurements of polymer properties,
while other reactor environment measurements, such as temperatures, are readily available …

Nonlinear stochastic modeling to improve state estimation in process monitoring and control

FV Lima, JB Rawlings - AIChE journal, 2011 - Wiley Online Library
State estimation from plant measurements plays an important role in advanced monitoring
and control technologies, especially for chemical processes with nonlinear dynamics and …