Process Optimization and Integration Open access Peer reviewed

Closing the loop on stoichiometric balance: A VLE-based feedforward strategy for extractive–reactive distillation

Xuan Liang Choo, Yu-Ying Chen, Hao‐Yeh Lee, Putu Hadi Setyarini and 2 more

Journal of Process Control | Sep 30, 2026

Abstract

Abstract

Reactive–extractive distillation (RED) refers to a class of intensified reaction and separation systems while one of its potential industrial applications is constrained by the difficulty of maintaining stoichiometric ratio balance under feed disturbances. This work proposes a modified extractive–reactive distillation (ED–RD) system for the separation of a tetrahydrofuran (THF)/ethanol (EtOH)/water (H 2 O), together with an advanced thermodynamics-based feedforward control framework. By maximizing THF recovery to 99.99 mol.% in the extractive distillation column (EDC), the reactive distillation column (RDC) is reduced to a ternary system, enabling a control formulation derived directly from vapor–liquid equilibrium (VLE) fundamentals rather than empirical correlations. A VLE-based calculator is developed to infer real-time H 2 O molar composition from temperature shifts induced by infinitesimal pressure and solvent variations. This enables thermodynamics-based estimation of key stoichiometric variables without online composition analyzers. Dynamic simulations show that the proposed control structure (CS3) maintains EtOH purity at approximately 99.6 mol.% under ± 10% feed throughput and composition disturbances while eliminating expensive composition analyzers. To address transient mismatch arising from stage-wise transport dynamics, a synchronization mechanism is introduced in the solvent recycle loop, improving consistency during disturbance propagation and strengthening stoichiometric regulation. Although the modified ED–RD comes at the expense of a slightly higher total annual cost (TAC), it delivers significantly improved dynamic robustness where conventional temperature controller (TC)-only control structures fail. A holistic quantitative comparison of the proposed control structures is presented, followed by discussion of the framework’s industrial applicability, limitations, and potential extension to other distillation systems.

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Authors

Researchers on this paper

Xuan Liang Choo

first | Sunway University | ORCID 0009-0005-5820-2144

Yu-Ying Chen

middle | National Taiwan University of Science and Technology | ORCID 0000-0003-2959-5303

Hao‐Yeh Lee

middle | National Taiwan University of Science and Technology | ORCID 0000-0001-8609-8579

Putu Hadi Setyarini

middle | University of Brawijaya | ORCID 0000-0001-5813-021X

Zong Yang Kong

middle | Swinburne University of Technology | ORCID 0000-0002-4846-2744

Jaka Sunarso

last | Swinburne University of Technology | ORCID 0000-0002-5234-7431

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Citation

BibTeX

@article{Choo2026Closing,
  title = {Closing the loop on stoichiometric balance: A VLE-based feedforward strategy for extractive–reactive distillation},
  author = {Xuan Liang Choo and Yu-Ying Chen and Hao‐Yeh Lee and Putu Hadi Setyarini and Zong Yang Kong and Jaka Sunarso},
  journal = {Journal of Process Control},
  year = {2026},
  doi = {10.1016/j.jprocont.2026.103843},
  url = {https://doi.org/10.1016/j.jprocont.2026.103843}
}

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