A review of ionic liquids and deep eutectic solvents design for CO2 capture with machine learning

J Sun, Y Sato, Y Sakai, Y Kansha - Journal of Cleaner Production, 2023 - Elsevier
Ionic liquids (ILs) and deep eutectic solvents (DESs) are regarded as the next generation
solvents for carbon capture which consist of cations and anions. Thousands of combinations …

A review of energy intensification strategies for distillation processes: Cyclic operation, stacking, heat pumps, side-streams, dividing walls and beyond

WT Tang, CK Chien, JD Ward - Separation and Purification Technology, 2024 - Elsevier
Distillation is by far the most important and most widely-used method of separation and
purification in the petroleum, chemicals and related industries, and it also consumes by far …

Machine learning based prediction of biomass pyrolysis with detailed reaction kinetics for thermally-thick particles: from 1D to 0D

H Luo, X Wang, X Liu, L Yi, X Wu, X Yu… - Chemical Engineering …, 2023 - Elsevier
In reactor-scale CFD modeling of biomass pyrolysis with thermally-thick particles, zero-
dimensional (0D) models coupled with lumped kinetics are commonly used, as they are …

Development of an artificial neural network EMMS drag model for the simulation of fluidized beds in chemical looping combustion

P Stamatopoulos, D Stefanitsis, M Zeneli… - Chemical Engineering …, 2023 - Elsevier
The current work presents an Artificial Neural Network EMMS (ANN-EMMS) drag scheme,
developed specifically for applications related to fluidized bed (FB) reactors in chemical …

Advanced purification of isopropanol and acetone from syngas fermentation

T Janković, AJJ Straathof… - Journal of Chemical …, 2024 - Wiley Online Library
BACKGROUND Isopropanol and acetone production by syngas fermentation is a promising
alternative to conventional fossil carbon‐dependent production. However, this alternative …

An environmentally benign, energy intensified single-column side stream extractive distillation (SC-SSED) process for Acetone/n-heptane separation

ZY Yang, BY Yu, IL Chien - Journal of the Taiwan Institute of Chemical …, 2023 - Elsevier
The single-column, side-stream extractive distillation (SSED) process has been proposed as
a simple, novel, and energy-saving configuration for separating azeotropic mixtures, using …

Process systems engineering perspectives on eco-efficient downstream processing of volatile biochemicals from fermentation

T Janković, AJJ Straathof, AA Kiss - Frontiers in Energy Research, 2024 - frontiersin.org
Increasing concerns over environmental pollution, climate change and energy security are
driving a necessary transition from fossil carbon sources to more sustainable alternatives …

Dehydration of Isopropanol: A Comparative Review of Distillation Processes, Heat Integration, and Intensification Techniques

LC Nhien, N Agarwal, M Lee - Energies, 2023 - mdpi.com
The dehydration of isopropanol (IPA) is a crucial process in numerous industries, and the
optimization of its efficiency and economic viability is essential. This review provides a …

Machine learning assisted reactor and full process optimization design for alcohol oxidation

Z Zhang, D Zhang, M Zhu, H Zhao, X Zhou… - Chemical Engineering …, 2025 - Elsevier
Abstract The oxidation of 2-ethylhexanol (2-EHA) to produce 2-ethylhexanoic acid (2-EHAD)
suffers from low efficiency and high energy consumption caused by industrial batch …

Study on the separation of methyl-ethyl-ketone/isopropanol/water ternary mixture by energy-efficient extractive distillation processes

X Gao, Z Wang, Z Wang, X Weng - Journal of Cleaner Production, 2024 - Elsevier
The separation of ternary mixtures of methyl-ethyl-ketone (MEK)/isopropanol (IPA)/water,
which are produced through chemical processes, is an imperative task aimed at reducing …