A Closed‐Loop Control Strategy for Producing Nitrile Rubber of Uniform Chemical Composition in a Semibatch Reactor: A Simulation Study. Issue 2 (18th January 2018)
- Record Type:
- Journal Article
- Title:
- A Closed‐Loop Control Strategy for Producing Nitrile Rubber of Uniform Chemical Composition in a Semibatch Reactor: A Simulation Study. Issue 2 (18th January 2018)
- Main Title:
- A Closed‐Loop Control Strategy for Producing Nitrile Rubber of Uniform Chemical Composition in a Semibatch Reactor: A Simulation Study
- Authors:
- Clementi, Luis A.
Suvire, Romina B.
Rossomando, Francisco G.
Vega, Jorge R. - Abstract:
- Abstract: To improve the quality of industrial nitrile rubbers, the copolymer chemical composition, p A ( t ), should ideally be kept constant along the reaction. This work proposes a closed‐loop control strategy for the semibatch operation of the reactor with the aim of regulating p A ( t ) within a reduced range of variability. The proposed strategy is evaluated by simulating a mathematical model of the process. To this effect, a simplified mathematical model of the reaction is first derived and then utilized to obtain a suboptimal control law and a soft‐sensor that estimates the polymerization rates. The suboptimal control law is compensated by adding a term proportional to errors in p A ( t ). The simulated example considers the production of the low‐composition AJLT grade, with the copolymerization reaction represented by a detailed mathematical model adjusted to an industrial plant. Due to the high performance of the soft‐sensor, the simulation results suggest that the proposed closed‐loop strategy is efficient to adequately regulate p A ( t ) in spite of structural and parametric uncertainties, while other quality variables remained practically unaffected. Abstract : The chemical composition of the nitrile‐butadiene rubber process can be regulated through a closed‐loop nonlinear control strategy. The nonlinear control law online calculates the monomer addition along the reaction. The required polymerization rates are estimated through an artificial neural network fromAbstract: To improve the quality of industrial nitrile rubbers, the copolymer chemical composition, p A ( t ), should ideally be kept constant along the reaction. This work proposes a closed‐loop control strategy for the semibatch operation of the reactor with the aim of regulating p A ( t ) within a reduced range of variability. The proposed strategy is evaluated by simulating a mathematical model of the process. To this effect, a simplified mathematical model of the reaction is first derived and then utilized to obtain a suboptimal control law and a soft‐sensor that estimates the polymerization rates. The suboptimal control law is compensated by adding a term proportional to errors in p A ( t ). The simulated example considers the production of the low‐composition AJLT grade, with the copolymerization reaction represented by a detailed mathematical model adjusted to an industrial plant. Due to the high performance of the soft‐sensor, the simulation results suggest that the proposed closed‐loop strategy is efficient to adequately regulate p A ( t ) in spite of structural and parametric uncertainties, while other quality variables remained practically unaffected. Abstract : The chemical composition of the nitrile‐butadiene rubber process can be regulated through a closed‐loop nonlinear control strategy. The nonlinear control law online calculates the monomer addition along the reaction. The required polymerization rates are estimated through an artificial neural network from online measurements of the refrigerant flow. … (more)
- Is Part Of:
- Macromolecular reaction engineering. Volume 12:Issue 2(2018)
- Journal:
- Macromolecular reaction engineering
- Issue:
- Volume 12:Issue 2(2018)
- Issue Display:
- Volume 12, Issue 2 (2018)
- Year:
- 2018
- Volume:
- 12
- Issue:
- 2
- Issue Sort Value:
- 2018-0012-0002-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2018-01-18
- Subjects:
- acrylonitrile–butadiene rubber -- closed‐loop control -- NBR -- semibatch process
Polymers -- Periodicals
Polymerization -- Periodicals
Reaction mechanisms (Chemistry) -- Periodicals
Electronic journals
547.705 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1862-8338 ↗
http://www3.interscience.wiley.com/cgi-bin/jhome/112631995 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/mren.201700054 ↗
- Languages:
- English
- ISSNs:
- 1862-832X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5330.405000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 6362.xml