Accurate prediction of electrical conductivity of ionic liquids+ propylene carbonate binary mixtures

K Fayyaz, S Jafary, P Bakhshi, M Madani - Journal of Molecular Liquids, 2019 - Elsevier
Ionic liquids (ILs) have remarkable features which make them applicable in numerous
processes as environmentally friendly and promising chemicals. However, high viscosity …

A computational intelligence scheme for estimating electrical conductivity of ternary mixtures containing ionic liquids

M Hosseinzadeh, A Hemmati-Sarapardeh… - Journal of Molecular …, 2016 - Elsevier
Due to unique physical and chemical properties of ionic liquids (ILs), they received lots of
attention in many industrial fields and are widely under research. Ionic liquids, also are …

Development of a LSSVM-GC model for estimating the electrical conductivity of ionic liquids

F Gharagheizi, P Ilani-Kashkouli, M Sattari… - … Research and Design, 2014 - Elsevier
In this communication, an extensive set of 1077 experimental electrical conductivity data for
54 ionic liquids (ILs) was collected from 21 different literature sources. Using this dataset, a …

A group contribution-based prediction method for the electrical conductivity of ionic liquids

Y Chen, Y Cai, K Thomsen, GM Kontogeorgis… - Fluid Phase …, 2020 - Elsevier
A group contribution method is developed for estimating the electrical conductivity of ionic
liquids (ILs). Based on 1578 collected experimental data covering 57 ILs in a wide range of …

Structure‐based model for prediction of electrical conductivity of pure ionic liquids

KJ Wu, H Luo, L Yang - AIChE Journal, 2016 - Wiley Online Library
A structure‐based method was proposed to estimate the electrical conductivity of ionic
liquids covering wide ranges of temperature (238.15–484.1 K) and electrical conductivity …

Prediction of ionic conductivity of imidazolium-based ionic liquids at different temperatures using multiple linear regression and support vector machine algorithms

ZK Koi, WZN Yahya, KA Kurnia - New Journal of Chemistry, 2021 - pubs.rsc.org
Ionic liquids (ILs) are well recognized as promising and environmentally friendly solvents
owing to their remarkable features, which have captured the imagination of the global …

Using artificial neural network to predict the ternary electrical conductivity of ionic liquid systems

AZ Hezave, M Lashkarbolooki, S Raeissi - Fluid Phase Equilibria, 2012 - Elsevier
The unique physical properties of ionic liquids play a decisive part in many of their
applications. Therefore, the ability to predict the physical properties of ionic liquids is …

QSPR Models Based on Multiple Linear Regression and Back-Propagation Artificial Neural Network for Predicting Electrical Conductivity of Ionic Liquids

Z Shi, F Song, C Ji, Y Xiao, C Peng… - Industrial & Engineering …, 2024 - ACS Publications
Electrical conductivity of ionic liquids (ILs), a crucial transfer property, has been investigated
using various methods, including experimental measurements, semiempirical models, and …

Comprehensive analysis and correlation of ionic liquid conductivity data for energy applications

P Nancarrow, A Al-Othman, DK Mital, S Döpking - Energy, 2021 - Elsevier
Ionic liquids have emerged as potentially safer and more sustainable electrolytes for energy
storage and renewable energy applications, such as Li-ion batteries, Na-ion batteries …

Toward a predictive model for estimating viscosity of ternary mixtures containing ionic liquids

M Hosseinzadeh, A Hemmati-Sarapardeh - Journal of Molecular Liquids, 2014 - Elsevier
Ionic liquids (ILs) are widely under research and being more and more used in many
industrial fields due to their unique properties. The knowledge of physicochemical properties …