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Multiobjective optimization of a continuous kraft pulp digester using SPEA2

delete2020-12-01
delete21
PRE
AI
S
Sebastián Larraín
L
Lorena Pradenas *
I
Iiro Pulkkinen
F
Felipe Santander
DOI:10.1016/j.compchemeng.2020.107086delete
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摘要

摘要

En 中文
The continuous pulp production process has been studied for many years because ensuring a high-quality product and high process performance involves multiple considerations and challenges. The objective of this study is to generate an optimization tool for the continuous kraft pulp process by constructing a method to control the operation of the industrial process. The continuous pulp production model is proposed by means of a theoretical method that undergoes multiobjective optimization based on a known metaheuristic, the strong Pareto evolutionary algorithm (SPEA2). The results show that the algorithm can reduce the kappa number standard deviation, enables a yield process increase, and selects the decision variables with a preference that can be changed depending on the market economic context. This allows the use of the algorithm as a model predictive control (MPC) strategy in a continuous digester. (C) 2020 Elsevier Ltd. All rights reserved.
Keyword:
Continuous digester
Kraft pulp
Multiobjective optimization
SPEA2
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期刊

C
Computers and Chemical Engineering
IF:
3.9
论文数:
8.1K
被引数:
1.7W

机构

U
universidad de concepcion
学者数:
8.4K
论文数: 6.4K
被引数: 8
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