A novel data-driven optimization framework for a liquid-only transfer extractive dividing wall column

Chenghao Xing

doi:10.1016/j.seppur.2026.139653

A novel data-driven optimization framework for a liquid-only transfer extractive dividing wall column

2026-08-05

0

PRE

AI

C

Chenghao Xing

Y

Yanyang Wu *

X

Xiaolong Zhou *

B

Bin Wu

K

Kui Chen

L

Lijun Ji

DOI：10.1016/j.seppur.2026.139653

Original

Original request for help

Save

Abstract

En 中文

• Gradient information from neural networks generates variable sets. • SHAP analysis is integrated to improve convergence. • The framework is evaluated offline and online. • Multiple independent runs indicate the robustness of the framework.

A novel data-driven optimization framework for a liquid-only transfer extractive dividing wall column

Abstract

Journal

Organization

Cited Papers

Citing Papers