人物經歷
2009年碩士畢業於重慶大學,2009-2012年在法國土魯斯大學國立綜合理工學院獲得工學博士學位,2012-2015年在荷蘭殼牌石油集團/
美國克拉克森大學擔任助理研究員。2016年1月加入
重慶大學化學化工學院。
研究方向
1.綠色溶劑智慧型設計與開發
2.智慧型化工系統開發
3.共沸分離過程熱力學設計、模擬、最佳化與控制
4.化工過程系統集成與節能降碳最佳化
學術成果
17. Zhang J., Wang Q., Jin S.M., Ren J.Z., Mario Eden., Shen W.F.*, An Accurate and Interpretable Deep Learning Model for Environmental Properties Prediction Using Hybrid Molecular Representations. AIChE J., 2022, DOI: https://doi.org/10.1002/aic.17634
16. Wen H.Q. Su Y, Wang Z.H., Jin S.M., Ren J.Z., Shen W.F.*, Mario Eden., A systematic modeling methodology of deep neural network‐based structure‐property relationship for rapid and reliable prediction on flashpoints. AIChE J., 2022, 68(1), e17402.
15. Su Y., Wang Z.H., Jin S.M., Shen W.F.*, Ren J.Z., Mario Eden, An Architecture of Deep Learning in QSPR Modeling for the Prediction of Critical Properties Using Molecular Signatures. AIChE Journal, 2019, 65(9), e16678.
14. Yang A., Shen W.F.*, Wei S.A., Dong L.C., Li, J., Gerbaud, V. Design and control of pressure-swing distillation for separating ternary systems with three binary minimum azeotropes. AIChE Journal, 2019, 65,1281-1293.
13.Shen W.F., Dong L.C., Wei S.A., Li J.*, Benyounes H., You X.Q., Gerbaud V. Systematic design of an extractive distillation for maximum-boiling azeotropes with heavy entrainers. AIChE Journal, 2015, 61(11), 3898–3910.
12. Shi T., Chun W., Yang A., Su Y., Jin S.M., Ren J.Z., Shen W.F.* Optimization and control of energy saving side-stream extractive distillation with heat integration for separating Ethyl acetate-ethanol azeotrope. Chem. Eng. Sci., 2019, 215, 115373.
11. Yang A., Zou H.C., Chien I.L., Wang D., Wei S.A., Ren J.Z., and Shen W.F.* Optimal design and effective control of triple-column extractive distillation for separating Ethyl Acetate/Ethanol/Water with multi-azeotrope. Ind. Eng. Chem. Res., 2019, 58, 7265−7283.
10. Wang Z.H., Su Y., Shen W.F.*, Jin S.M.*, Clark J.H., Ren J.Z., Zhang X.P. Predictive deep learning models for environmental properties: the direct calculation of octanol-water partition coefficients from molecular graphs. Green Chem., 2019, 21, 4555-4565.
9. Wang Z.H., Su Y., Jin S.M., Shen W.F.*, Ren J.Z., Zhang X. P., Clark J.H. A novel unambiguous strategy of molecular feature extraction in machine learning assisted predictive models for environmental properties. Green Chem., 2020, 22, 3867-3876.
8. Yang A., Su Y., Shen W.F.*, Chien I.L., Ren J.Z. Multi-objective optimization of organic Rankine cycle system for the waste heat recovery in the heat pump assisted reactive dividing wall column. Energy Conversion and Manage., 2019, 199, 112041.
7. Yan C.L., Yang A., Chien I.L., Wei S.A., Shen W.F.*, Ren J.Z.* Advanced exergy analysis of organic Rankine Cycles for Fischer-Tropsch syngas production with parallel dry and steam methane reforming. Energy Conversion and Manage., 2019, 199, 111963.
6. Yang A., Sun S.R., Eslamimanesh A., Wei S.A., Shen W.F.* Energy-saving investigation for diethyl carbonate synthesis through the reactive dividing wall column combining the vapor recompression heat pump or different pressure thermally coupled technique. Energy, 2019, 172, 320-332.
5. Yang A., Jin S.M., Shen W.F.*, Cui P.Z.*, Chien I.L., Ren J.Z. Investigation of energy-saving azeotropic dividing wall column to achieve cleaner production via heat exchanger network and heat pump technique. J. Clean. Prod., 2019, 234, 410-422.
4. Yang A., Su Y., Chien I.L., Jin S.M., Yan C.L., Wei S.A., Shen W.F.* Investigation of an energy-saving double-thermally coupled extractive distillation for separating ternary system benzene/toluene/cyclohexane. Energy, 2019, 186, 115756.
3. Yang Y., Liu, J., Wei S.A., Shen W.F.*, Li J., Chien I.L. High-efficiency utilization of CO2 in the methanol production by a novel parallel-series system combining steam and dry methane reforming. Energy, 2018, 158, 820–829.
2. Su Y., Jin S.M., Zhang X.P., Shen W.F.*, Mario R. Eden, Ren J.Z., Stakeholder-oriented multi-objective process optimization based on an improved genetic algorithm. Comput. Chem. Eng., 2019, 132(4), 106618.
1. Hu Y.J., Su Y., Jin S.M., Chien I.L., Shen W.F.* Systematic approach for screening organic and ionic liquid solvents in homogeneous extractive distillation exemplified by the tert-butanol dehydration. Sep. Purif. Technol, 2019, 211, 723–737.