Prediction of carbon dioxide solubility in ionic liquids using MLP and radial basis function (RBF) neural networks

Afshin Tatar,Saeid Naseri,Mohammad Bahadori,Ali Zeinolabedini Hezave,Tomoaki Kashiwao,Alireza Bahadori,Hoda Darvish

Journal of the Taiwan Institute of Chemical Engineers（2016）

引用 53|浏览2

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摘要

•Four intelligent models have been developed to predict solubility of carbon dioxide in ionic liquids.•The models have been developed, validated and tested using 728 experimental data.•Different statistical analyses show superiority and excellent performance of the models.

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关键词

CO2 solubility,Ionic liquids,Multilayer perceptron,Radial basis function,Genetic algorithm,Committee machine

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