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Granger causality-guided dynamic multiobjective operation optimization for batch polymerization process

delete2026-06-20
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PRE
AI
K
Kunlun Li
L
Liang Jin
F
Feng Lian
D
Dong Liu
Q
Quan Liu
方艺霖 (Yilin Fang) *
DOI:10.1016/j.jmsy.2026.06.008delete
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摘要

摘要

En 中文
• 为批式聚合反应构建了动态多目标优化模型。 • 提出了一种基于格兰杰因果引导的动态多目标算法。 • 所提出的算法在工业数据上将粘度误差控制在10%以下。
Keyword:
Batch polymerization process
Granger causality
Dynamic multiobjective operation optimization
Viscosity error

期刊

Journal of Manufacturing Systems 封面图
Journal of Manufacturing Systems
IF:
14.2
论文数:
2.7K
被引数:
1.6W

机构

W
wuhan university of technology
学者数:
8.3K
论文数: 2.4K
被引数: 0
Z
zhongfu shenying carbon fiber co., ltd.
学者数:
4
论文数: 2
被引数: 0
Z
zhongfu shenying carbon fiber xining co., ltd.
学者数:
2
论文数: 1
被引数: 0
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