Energy applications of ionic liquids: recent developments and future prospects

T Zhou, C Gui, L Sun, Y Hu, H Lyu, Z Wang… - Chemical …, 2023 - ACS Publications
Ionic liquids (ILs) consisting entirely of ions exhibit many fascinating and tunable properties,
making them promising functional materials for a large number of energy-related …

Computer-aided molecular design of ionic liquids as advanced process media: a review from fundamentals to applications

Z Song, J Chen, J Cheng, G Chen, Z Qi - Chemical Reviews, 2023 - ACS Publications
The unique physicochemical properties, flexible structural tunability, and giant chemical
space of ionic liquids (ILs) provide them a great opportunity to match different target …

Prediction of CO2 solubility in ionic liquids using machine learning methods

Z Song, H Shi, X Zhang, T Zhou - Chemical Engineering Science, 2020 - Elsevier
A comprehensive database containing 10,116 CO 2 solubility data measured in various
ionic liquids (ILs) at different temperatures and pressures is established. Based on this …

Thermodynamic modeling and rational design of ionic liquids for pre-combustion carbon capture

T Zhou, H Shi, X Ding, Y Zhou - Chemical Engineering Science, 2021 - Elsevier
Although ionic liquids (ILs) have been widely explored as promising solvents for carbon
capture, systematic study on the rational selection and design of ILs for carbon capture …

Optimal Design of Aqueous Two-Phase Systems for Biomolecule Partitioning

Y Chen, X Liang, GM Kontogeorgis - Industrial & Engineering …, 2023 - ACS Publications
Aqueous two-phase systems (ATPS) have exhibited superior performance in many
biotechnological applications. To promote the implementation of these powerful platforms by …

Process simulation and optimization on ionic liquids

J Palomar, J Lemus, P Navarro, C Moya… - Chemical …, 2024 - ACS Publications
Ionic liquids (ILs) are promising alternative compounds that enable the development of
technologies based on their unique properties as solvents or catalysts. These technologies …

Integrated ionic liquid and rate‐based absorption process design for gas separation: Global optimization using hybrid models

X Zhang, X Ding, Z Song, T Zhou… - AIChE Journal, 2021 - Wiley Online Library
A new method for integrated ionic liquid (IL) and absorption process design is proposed
where a rigorous rate‐based process model is used to incorporate absorption …

Accelerating operation optimization of complex chemical processes: A novel framework integrating artificial neural network and mixed-integer linear programming

J Zhou, T Shi, J Ren, C He - Chemical Engineering Journal, 2024 - Elsevier
We present an automated framework that integrates rectified linear unit activated artificial
neural network (ReLU-ANN) and mixed-integer linear programming (MILP) to enable …

Gas solubility in ionic liquids: UNIFAC-IL model extension

Y Chen, X Liu, JM Woodley… - Industrial & Engineering …, 2020 - ACS Publications
Prediction of thermodynamic behavior is essential for the early design stage of separation
processes including solvent selection, process optimization, and its performance evaluation …

[HTML][HTML] Artificial neural network modeling on the polymer-electrolyte aqueous two-phase systems involving biomolecules

Y Chen, X Liang, GM Kontogeorgis - Separation and Purification …, 2023 - Elsevier
Polymer-electrolyte aqueous two-phase systems (ATPS) have demonstrated their superior
performance in the separation and purification of high-value biomolecules. However, these …