Combined mechanistic and genetic programming approach to modeling pilot NBR production: influence of feed compositions on rubber Mooney viscosity-Reference-Cited by-同舟云学术

Combined mechanistic and genetic programming approach to modeling pilot NBR production: influence of feed compositions on rubber Mooney viscosity

Published:2021 Issue:2 Volume:11 Page:817-829
ISSN:2046-2069
Container-title:RSC Advances
language:en
Short-container-title:RSC Adv.

Author:

He Ge¹²³⁴⁵^ORCID,Luo Tao¹²³⁴,Dang Yagu¹²³⁴,Zhou Li¹²³⁴,Dai Yiyang¹²³⁴,Ji Xu¹²³⁴

Affiliation:

1. School of Chemical Engineering

2. Sichuan Univisity

3. Chengdu 610065

4. China

5. Lanzhou Petrochemical of PetroChina Company Limited

Abstract

The process model comprised of a mechanistic model based on emulsion polymerization kinetics and a data-driven model derived from genetic programming is developed to correlate the feed compositions and process conditions to NBR Mooney viscosity.

Funder

National Natural Science Foundation of China

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemical Engineering,General Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2021/RA/D0RA07257E

Reference48 articles.

1. Modelling of Mooney viscosity relaxation in natural rubber

2. RAFT-Mediated ab Initio Emulsion Copolymerization of 1,3-Butadiene with Acrylonitrile

3. Industrial Mooney viscosity prediction using fast semi-supervised empirical model

4. Emulsion Copolymerization of Acrylonitrile and Butadiene. Mathematical Model of an Industrial Reactor

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1. Effects of mixing temperature on the extrusion rheological behaviors of rubber-based compounds;RSC Advances;2021

2. Correction: Combined mechanistic and genetic programming approach to modeling pilot NBR production: influence of feed compositions on rubber Mooney viscosity;RSC Advances;2021