Search Results - "AIChE journal"

The promise of artificial intelligence in chemical engineering: Is it here, finally? by Venkatasubramanian, Venkat

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Machine learning for heterogeneous catalyst design and discovery by Goldsmith, Bryan R., Esterhuizen, Jacques, Liu, Jin‐Xun, Bartel, Christopher J., Sutton, Christopher

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Machine learning‐based predictive control of nonlinear processes. Part I: Theory by Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.

“…This article focuses on the design of model predictive control (MPC) systems for nonlinear processes that utilize an ensemble of recurrent neural network (RNN)…”
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Flow chemistry—Microreaction technology comes of age by Jensen, Klavs F.

“…Over the past two decades, microreaction technology has matured from early devices and concepts to encompass a wide range of commercial equipment and…”
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Design and control of pressure‐swing distillation for separating ternary systems with three binary minimum azeotropes by Yang, Ao, Shen, Weifeng, Wei, Shun'an, Dong, Lichun, Li, Jie, Gerbaud, Vincent

“…The separation of ternary nonideal systems with multi‐azeotrope is very important because they are often found in the waste of chemical and pharmaceutical…”
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A full‐condition monitoring method for nonstationary dynamic chemical processes with cointegration and slow feature analysis by Zhao, Chunhui, Huang, Biao

“…Chemical processes are in general subject to time variant conditions because of load changes, product grade transitions, or other causes, resulting in typical…”
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Thermodynamic and molecular insights into the absorption of H 2 S, CO 2 , and CH 4 in choline chloride plus urea mixtures by Liu, Fujian, Chen, Wei, Mi, Jinxing, Zhang, Jia‐Yin, Kan, Xun, Zhong, Fu‐Yu, Huang, Kuan, Zheng, An‐Min, Jiang, Lilong

“…Abstract Deep eutectic solvents (DESs) are a class of promising media for gas separation. In order to examine the potential application of DESs for natural gas…”
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Thermodynamic and molecular insights into the absorption of H2S, CO2, and CH4 in choline chloride plus urea mixtures by Liu, Fujian, Chen, Wei, Mi, Jinxing, Zhang, Jia‐Yin, Kan, Xun, Zhong, Fu‐Yu, Huang, Kuan, Zheng, An‐Min, Jiang, Lilong

“…Deep eutectic solvents (DESs) are a class of promising media for gas separation. In order to examine the potential application of DESs for natural gas…”
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Highly selective absorption separation of H2S and CO2 from CH4 by novel azole‐based protic ionic liquids by Zhang, Xiaomin, Xiong, Wenjie, Peng, Lingling, Wu, Youting, Hu, Xingbang

“…Recently, the selective removal of H2S and CO2 has been highly desired in natural gas sweetening. Herein, four novel azole‐based protic ionic liquids (PILs)…”
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Chemical solvent in chemical solvent: A class of hybrid materials for effective capture of CO2 by Chen, Feng‐Feng, Huang, Kuan, Fan, Jie‐Ping, Tao, Duan‐Jian

“…Amino acid ionic liquids (AAILs) are chemical solvents with high reactivity to CO2. However, they suffer from drastic increase in viscosity on the reaction…”
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Thermally induced phase separation and electrospinning methods for emerging membrane applications: A review by Kim, Jeong F., Kim, Ji Hoon, Lee, Young Moo, Drioli, Enrico

“…In this review, thermally induced phase separation (TIPS) and electrospinning methods for preparation of fluoropolymer membranes are assessed, particularly for…”
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Predicting multicomponent adsorption: 50 years of the ideal adsorbed solution theory by Walton, Krista S., Sholl, David S.

“…Describing multi‐component adsorption is fundamental to using sorption in any chemical separation. 50 years ago, Myers and Prausnitz made a seminal…”
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Machine learning to assist filtered two‐fluid model development for dense gas–particle flows by Zhu, Li‐Tao, Tang, Jia‐Xun, Luo, Zheng‐Hong

“…Machine learning (ML) is experiencing an immensely fascinating resurgence in a wide variety of fields. However, applying such powerful ML to construct subgrid…”
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Computer‐aided design of ionic liquids as solvents for extractive desulfurization by Song, Zhen, Zhang, Chenyue, Qi, Zhiwen, Zhou, Teng, Sundmacher, Kai

“…Although ionic liquids (ILs) have been widely explored as solvents for extractive desulfurization (EDS) of fuel oils, systematic studying of the optimal design…”
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Process data analytics in the era of big data by Qin, S. Joe

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Molecular thermodynamic understanding of transport behavior of CO2 at the ionic liquids‐electrode interface by Wang, Yanlei, Qian, Cheng, Huo, Feng, Xu, Baohua, He, Hongyan, Zhang, Suojiang

“…The transport behavior of CO2 at the ionic liquids (ILs)‐electrode interface was revealed from the thermodynamic view via molecular dynamics simulations. The…”
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A review of the operating limits in slot die coating processes by Ding, Xiaoyu, Liu, Jianhua, Harris, Tequila A. L.

“…Slot die coating is a pre‐metered process commonly used for producing thin and uniform films. It is an important film fabrication method for applications where…”
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Machine‐learning‐based predictive control of nonlinear processes. Part II: Computational implementation by Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.

“…Machine learning is receiving more attention in classical engineering fields, and in particular, recurrent neural networks (RNNs) coupled with ensemble…”
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Learning surrogate models for simulation-based optimization by Cozad, Alison, Sahinidis, Nikolaos V., Miller, David C.

“…A central problem in modeling, namely that of learning an algebraic model from data obtained from simulations or experiments is addressed. A methodology that…”
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Sustainable ammonia production through process synthesis and global optimization by Demirhan, C. Doga, Tso, William W., Powell, Joseph B., Pistikopoulos, Efstratios N.

“…Current ammonia production technologies have a significant carbon footprint. In this study, we present a process synthesis and global optimization framework to…”
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