Fuzzy model-based predictive hybrid control of polymerization processes

NM Nascimento Lima, F Manenti… - Industrial & …, 2009 - ACS Publications
This paper presents a fuzzy model-based predictive hybrid controller (FMPHC) for
polymerization processes based on Takagi− Sugeno models and moving horizon …

Modeling and predictive control using fuzzy logic: application for a polymerization system

NMN Lima, LZ Linan, RM Filho, MRW Maciel… - AIChE …, 2010 - Wiley Online Library
In this study, a predictive control system based on type Takagi‐Sugeno fuzzy models was
developed for a polymerization process. Such processes typically have a highly nonlinear …

Hybrid fuzzy model-based predictive control of temperature in a batch reactor

G Karer, G Mušič, I Škrjanc, B Zupančič - Computers & Chemical …, 2007 - Elsevier
Processes in industry, such as batch reactors, often demonstrate a hybrid and non-linear
nature. Model predictive control (MPC) is one of the approaches that can be successfully …

Optimal temperature control in a batch polymerization reactor using fuzzy-relational models-dynamics matrix control

S Cetinkaya, Z Zeybek, H Hapoğlu, M Alpbaz - Computers & chemical …, 2006 - Elsevier
In this work, fuzzy-relational models-dynamics matrix control (Fuzzy-DMC) was applied to
the free radical solution polymerization of styrene in a jacketted batch reactor and its …

Control of polystyrene batch reactor using fuzzy logic controller

MA Hosen, A Khosravi, S Nahavandi… - … on Systems, Man …, 2013 - ieeexplore.ieee.org
Control of polymerization reactors is a challenging issue for researchers due to the complex
reaction mechanisms. A lot of reactions occur simultaneously during polymerization. This …

Fuzzy predictive control of highly nonlinear pH process

K Kavsek-Biasizzo, I Skrjanc, D Matko - Computers & chemical engineering, 1997 - Elsevier
This paper proposes a new approach to predictive control of highly nonlinear processes
based on a fuzzy model of the Takagi-Sugeno form. Standard Model Based Predictive …

Takagi-Sugeno fuzzy control of batch polymerization reactors

J Abonyi, L Nagy, F Szeifert - Soft Computing in Engineering Design and …, 1998 - Springer
The control problem focuses on the temperature control of a batch polymerization reactor.
Achieving good temperature control is difficult because physical and chemical properties of …

Fuzzy model-based predictive control using Takagi–Sugeno models

JA Roubos, S Mollov, R Babuška… - International Journal of …, 1999 - Elsevier
Nonlinear model-based predictive control (MBPC) in multi-input multi-output (MIMO) process
control is attractive for industry. However, two main problems need to be considered:(i) …

ADAPTIVE FUZZY MODEL BASED PREDICTIVE CONTROL OF AN EXOTHERMIC BATCH CHEMICAL REACTOR∗

C Venkateswarlu, KVS Naidu - Chemical Engineering …, 2001 - Taylor & Francis
An adaptive fuzzy model based predictive control (AFMBPC) approach is presented to track
the desired temperature trajectories in an exothermic batch chemical reactor. The AFMBPC …

Hybrid fuzzy modelling for model predictive control

G Karer, G Mušič, I Škrjanc, B Zupančič - Journal of Intelligent and Robotic …, 2007 - Springer
Abstract Model predictive control (MPC) has become an important area of research and is
also an approach that has been successfully used in many industrial applications. In order to …