Chemical Engineering Science, Journal Year: 2024, Volume and Issue: 292, P. 120023 - 120023
Published: March 17, 2024
Language: Английский
Chemical Engineering Science, Journal Year: 2024, Volume and Issue: 292, P. 120023 - 120023
Published: March 17, 2024
Language: Английский
Annual Review of Chemical and Biomolecular Engineering, Journal Year: 2023, Volume and Issue: 14(1), P. 141 - 163
Published: March 8, 2023
Are deep eutectic solvents (DESs) a promising alternative to conventional solvents? Perhaps, but their development is hindered by plethora of misconceptions. These are carefully analyzed here, beginning with the very meaning DESs, which has strayed far beyond its original scope mixtures Lewis or Brønsted acids and bases. Instead, definition that grounded on thermodynamic principles distinguishes between encouraged, types precursors can be used prepare DESs reviewed. Landmark works surrounding sustainability, stability, toxicity, biodegradability these also discussed, revealing piling evidence numerous reported thus far, particularly those choline based, lack sufficient sustainability-related traits considered green solvents. Finally, emerging DES applications reviewed, emphasizing most remarkable feature: ability liquefy solid compound target property, allowing use as liquid solvent.
Language: Английский
Citations
181Journal of Chemical Theory and Computation, Journal Year: 2024, Volume and Issue: 20(9), P. 3911 - 3926
Published: Feb. 22, 2024
Deep eutectic solvents (DESs) are emerging as environmentally friendly designer for mass transport and heat transfer processes in industrial applications; however, the lack of accurate tools to predict thus control their viscosities under both a range environmental factors formulations hinders general application. While DESs may serve solvents, with nearly unlimited combinations, this unfortunately makes it experimentally infeasible comprehensively measure all potential interest. To assist design DESs, we have developed several new machine learning (ML) models that accurately rapidly diverse group at different temperatures molar ratios using, date, one most comprehensive data sets containing properties over 670 wide (278.15–385.25 K). Three ML models, including support vector regression (SVR), feed forward neural networks (FFNNs), categorical boosting (CatBoost), were DES viscosity function temperature ratio contrasted multilinear two-factor polynomial baselines. Quantum chemistry-based, COSMO-RS-derived sigma profile (σ-profile) features used inputs models. The CatBoost model is excellent externally predicting viscosity, indicated by high R2 (0.99) low root-mean-square-error (RMSE) average absolute relative deviations (AARD) (5.22%) values testing sets, 98% points lie within 15% AARD deviations. Furthermore, SHapley additive explanation (SHAP) analysis was employed interpret results rationalize predictions. result an approach predicts will aid accelerating appropriate applications.
Language: Английский
Citations
22Separation and Purification Technology, Journal Year: 2021, Volume and Issue: 276, P. 119357 - 119357
Published: July 27, 2021
Language: Английский
Citations
69Chemical Engineering Journal, Journal Year: 2021, Volume and Issue: 427, P. 130878 - 130878
Published: June 18, 2021
Language: Английский
Citations
67Separation and Purification Technology, Journal Year: 2021, Volume and Issue: 276, P. 119313 - 119313
Published: July 17, 2021
Language: Английский
Citations
64Separation and Purification Technology, Journal Year: 2021, Volume and Issue: 283, P. 120167 - 120167
Published: Nov. 20, 2021
Language: Английский
Citations
61International Journal of Biological Macromolecules, Journal Year: 2022, Volume and Issue: 217, P. 255 - 269
Published: July 11, 2022
Language: Английский
Citations
59AIChE Journal, Journal Year: 2022, Volume and Issue: 68(6)
Published: Feb. 22, 2022
Abstract The elimination and recycling of NH 3 from the vented circulating stream synthesis process is great significance to protection air environment saving product. Deep eutectic solvents (DESs) with as many weak acidic sites possible are anticipated exhibit high efficiency for absorption at low pressures. Herein, we designed prepared a series metal‐based DESs by mixing EaCl, metal chloride (SnCl 2 , ZnCl FeCl or CoCl ), Gly. physiochemical properties, performance, mechanism were investigated systematically. It found that considerably solubilities in can be achieved utilizing multiple coordination hydrogen‐bond interaction provided ions Gly respectively. values (17.55 mol/kg 298.2 K 103.0 kPa, 10.24 6.8 kPa) highest reported date.
Language: Английский
Citations
55AIChE Journal, Journal Year: 2022, Volume and Issue: 68(5)
Published: Jan. 31, 2022
Abstract Developing new and facile strategies for multiple‐site reversible chemical absorption of pollutant gases is wide interests in engineering research. Herein, a series lithium (Li)‐triethylene glycol (TEG)–chelated ionic liquids (ILs) with crown‐ether‐like cation different anions were designed. The Li‐TEG–chelated ILs prepared quantitative yields by simply mixing equimolar TEG Li salts. It found that the chelation + activates hydroxyl sites strong interaction ammonia (NH 3 ). Thus, chelated , as well chelation‐unsaturated provide multiple NH ILs. Moreover, totally reversible, solubilities remaining unchanged after eight times recycling. results obtained herein can useful guidance construction gas absorbents high capacity excellent reversibility.
Language: Английский
Citations
54Chemical Engineering Journal, Journal Year: 2022, Volume and Issue: 438, P. 135626 - 135626
Published: March 5, 2022
Language: Английский
Citations
53