 |
申威峰，工学博士，教授，博士生导师。国家优青年科学基金获得者，重庆市杰青科学基金获得者，重庆市青年拔尖人才，重庆高层次人才，《中国化学工程学报英文版》编委，《过程工程学报》编委，国家工信部工业节能行业标准化总体组专家委员，中国化工学会过程模拟与仿真专委会委员，中国系统工程学会过程系统工程专业委员会委员，中国化工学会化工过程强化委员会委员。2009年在重庆大学获得工学硕士学位，2012年在法国图卢兹大学国立综合理工学院获得工学博士学位，2012-2015年美国克拉克森大学博士后、荷兰皇家壳牌石油助理研究员。 主要从事智能化工与系统节能降碳研究。在化工领域知名期刊AIChE J等发表SCI论文100余篇，6篇文章入选ESI的1%高被引论文，1篇入选ESI的1%热点论文，出版专著1本。以第一完成人获重庆市科技进步奖二等奖1项。获侯德榜化工科学技术奖青年奖。获中国有色金属工业科技进步奖一等奖。入选2023年度亚太地区最具影响力研究人员。主持包括国家自然科学基金委：优青项目、面上项目、青年项目，国家重点研发计划子课题，重庆市杰青项目、面上项目，重庆市社会民生类应用示范，留学人员回国创新支持计划，中央高校重点项目等国家、省部级、中央高校、企业委托等项目30余项。长期为AIChE J等30余家SCI期刊审稿。在未来论坛「AI+化学与制药」，中美化学工程会议，全国过程模拟与仿真会议，SCPPE等重要国内外学术会议上作主题或邀请报告。申请发明专利10余项。聚焦工业能耗大的工艺装置流程，开展节能降碳与系统智能化研发，研究成果在行业得到应用和推广，助力企业的环境、社会及经济效益最大化，助力国家“双碳”目标。 |
联系方式 Contact Information
重庆市沙坪坝区重庆大学虎溪校区理科楼办公室LC709，团队实验室LC214、LC512、LC620
Email: shenweifeng@cqu.edu.cn
电话/微信：18502300950
诚邀化学工程与技术、医药、自动化、人工智能、计算机等专业青年教师、博士后、博士、硕士及本科生加入团队！
研究方向 Research Interests
1.智能化工厂、工业智能软件、智能优化算法、数字孪生、全厂智能决策系统开发
2.基于人工智能、大数据的溶剂、催化剂、功能材料开发，绿色低碳化工过程开发
3.复杂高能耗石化工业过程设计、ASPEN模拟、大数据与机理混合建模优化与控制
4.石化工业全厂系统能量集成、大规模换热网络与换热器协同优化、节能降碳优化
5.复杂难分离有机多共沸体系的精馏节能装置新工艺设计、开发、优化与工业应用
6.人工智能赋能新药开发、智慧医疗、石化医药节能管理平台、信息在线平台开发
主持在研项目
国家自然科学基金优秀青年科学基金项目 (No.22122802; 2022.01-2024.12)
国家自然科学基金面上项目 (No.22278044; 2022.01-2025.12)
国家自然科学基金面上项目 (No.21878028; 2019.01-2022.12)
国家自然科学基金青年项目 (No.21606026; 2017.01-2019.12)
国家重点研发计划专项项目课题 (No.2017YFB0603105; 2018.09-2020.09)
重庆市自然科学基金杰出青年项目 (No.CSTB2022NSCQ-JQX0021; 2022.09-2024.09)
重庆市高层次人才特殊支持计划 (2018.09-2021.09)
重庆市留学人员创新支持重点项目 (No.cx2023002; 2023.09-2025.09 )
重庆市自然科学基金面上项目 (No.CSTC2016JCYJA0474; 2016.09-2019.09)
重庆市技术创新与应用示范项目 (No.cstc2018jscx-msybX0336; 2018.09-2021.09)
中央高校重点项目 (No.106112017CDJQJ228809; 2017.01-2018.12)
中央高校重点项目 (No.2019CDQYHG021; 2019.01-2020.12)
代表作 Selected Publications（ * 为通讯作者）
20. 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, 68(6), e17634.
19. 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.
18. 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 J., 2019, 65(9), e16678.
17. 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 J., 2019, 65,1281-1293.（ESI高被引）
16. 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 J., 2015, 61(11), 3898–3910.
15. Zhang J, Wang Q, Shen W.F.*, Message-passing neural network based multi-task deep-learning framework for COSMO-SAC based r-profile and VCOSMO prediction. Chem. Eng. Sci., 2022, 254, 117624.
14. Wang Z.H., Wen H.Q., Su Y., Shen W.F.*, Ren J.Z., Ma Y.J., Li J., Insights into ensemble learning-based data-driven model for safety-related property of chemical substances. Chem. Eng. Sci., 2022, 248, 117219.
13. 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., 2020, 215, 115373.（ESI高被引）
12. 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.（ESI高被引）
11. Yang A., Su Y, Wang Z.H., Jin S.M., Ren J.Z., Zhang X.P., Shen W.F.*, James H. Clark., A multi-task deep learning neural network for predicting flammability-related properties from molecular structures. Green Chem., 2021, 23(12), 4451-4465.
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.（ESI高被引，ESI热点论文）
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.（ESI高被引）
发表论文 Publications （ * 为通讯作者）
2024年
128. Li Y., Li N., Ren J.Z., Shen W.F.*, An Interpretable Light Attention–Convolution–Gate Recurrent Unit Architecture for the Highly Accurate Modeling of Actual Chemical Dynamic Processes. Engineering, 2024, 39: 104-116.
127. Li Y., Cao H.T., Wang X., Yang Z.N., Li N., Shen W.F.*, A new Correlation-Similarity Conjoint algorithm for developing Encoder-Decoder based deep learning multi-step prediction model of chemical process. Chem. Eng. Sci., 2024, 288: 119748.
126. Wen H.Q., Nan S.H., Zhang J., Lei Z.G., Shen W.F.*, Chemical space deconstruction-based dynamic model ensemble architecture for molecular property prediction. Chem. Eng. Sci., 2024, 295: 120118.
125. Du J., Cao H.T., Li Y., Yang Z.N., Eslamimanesh A.*, Fakhroleslam M., Mansouri S.S., Shen W.F.*, Development of hybrid surrogate model structures for design and optimization of CO2 capture processes: Part I. Vacuum pressure swing adsorption in a confined space. Chem. Eng. Sci., 2024, 283, 119379.
124. Yang A., Sun S.R., Su Y.*, Kong Z.Y., Ren J.Z., Shen W.F.*, Insight to the prediction of CO2 solubility in ionic liquids based on the interpretable machine learning model. Chem. Eng. Sci.,2024, 19:120266.
123. Yang L., Liu S.S., Chang C.L., Yang S.Y.*, Shen W.F.*, An efffcient and invertible machine learning-driven multi-objective optimization architecture for light oleffns separation system. Chem. Eng. Sci., 2024, 285: 119553.
122. Yang A, Sun S.R., Qi L, Kong Z.Y.*, Jaka Sunarso, Shen W.F.*, Development of an interpretable QSPR model to predict the octanol-water partition coefficient based on three artificial intelligence algorithms. Green Chem. Eng., 2024, DOI: 10.1016/j.gce.2024.07.003.
121. LI Z.Y., Huang X., Wang L.C., Chen Y., Shi T.*, Shen W.F.*, Sustainable and efficient separation of ternary multi-azeotropic mixture butanone/ethanol/water based on the intensified reactive extractive distillation: process design, multi-objective optimization, and multi-criteria decision-making. Sep. Purif. Technol., 2024, DOI: 10.1016/j.seppur.2024.129694.
120.Zhang J., Wang Q., Lei Y., Shen W.F.*, An interpretable 3D multi-hierarchical representation-based deep neural network for environmental, health and safety properties prediction of organic solvents. Green Chem., 2024, 26(7): 4181-4191.
119. Zhang J., Wang Q.*, Wen H.Q., Gerbaud V., Jin S.M., Shen W.F.*, Multi-objective Optimization Strategy for Green Solvent Design via Deep Generative Model Learned from Pre-set Molecule Pairs. Green Chem., 2024, 26: 412-427.
118. Yang A.*, Sun S.R., Kong Z.Y.*, Zhu S.S., Jaka Sunarso, Shen W.F.*, Energy-efficient heterogeneous triple-column azeotropic distillation process for recovery of ethyl acetate and methanol from wastewater. Comput. Chem. Eng., 2024, 183, 108618.
117. Wu D., Zhu Z.T., Zhang J., Wen H.Q., Jin S.M., Shen W.F.*, An Interpretable Solute–Solvent Interactive Attention Module Intensified Graph-Learning Architecture toward Enhancing the Prediction Accuracy of an Infinite Dilution Activity Coefficient. Ind. Eng. Chem. Res., 2024, 63, 19, 8741–8750.
116. Nan S.H., Xu X.W., Tian Y., Pi Y.L., Zhou L., Zhou C.L., Jin S.M.*, Zhang Q.H.*, Shen W.F.*, Experimental and Quantum Chemical Calculations on the High-Efficiency Transesterification of Dimethyl Carbonate with Alcohol Catalyzed by Calcium Oxide. J. Org. Chem., 2024, DOI: 10.1021/acs.joc.4c00777.
115. 王雄, 杨振宁, 李越, 申威峰*,. 基于化工机理与工业数据孪生建模的甲醇精馏过程优化. 化工进展,2024, 43(1): 310-319.
114. Yang L., Yang Z., Akram N., Chang C.L.*, Mo W.L., Shen W.F., Zhang N., Smith R., A hybrid algorithm framework for heat exchanger networks synthesis considering the optimal locations of multiple utilities. Chem. Eng. Sci., 2024, DOI: 10.1016/j.ces.2024.120732.
113. Yang L, Ren J.Z., Mario Eden, Chang C.L.*, Shen W.F., A penalty-free hybrid algorithm framework based on feasible stream matching principle for large-scale heat exchanger networks synthesis. Chem. Eng. Sci., 2024, 298: 120419.
112. Chang C.L., Shen W.F., Global optimization of the design of intensified shell and tube heat exchanger using tube inserts. Can. J. Chem. Eng., 2024, 102(1): 350-365.
2023年
111. Zhang J., Wang Q.*, Mario Eden, Shen W.F.*, A Deep Learning-based Framework Towards inverse Green Solvent Design for Extractive Distillation with Multi-index Constraints. Comput. Chem. Eng., 2023, 177, 108335.
110. Li Y., Hu L.J., Li N., Shen W.F.*, A Light Attention-Mixed-Base Deep Learning Architecture toward Process Multivariable Modeling and Knowledge Discovery. Comput. Chem. Eng., 2023, 174, 108259.
109. Zhou Z.T., Mario Eden, Shen W.F.*, Treat Molecular Linear Notations as Sentences: Accurate Quantitative Structure–Property Relationship Modeling via a Natural Language Processing Approach. Ind. Eng. Chem. Res., 2023, 62(12): 5336-5346.
108. Yang A., Zong Yang Kong*, Sun S.R., Jaka Sunarso, Ren J.Z., Shen W.F.*, Design and Multiobjective Optimization of a Novel Double Extractive Dividing Wall Column with a Side Reboiler Scheme for the Recovery of Ethyl Acetate and Methanol from Wastewater. Ind. Eng. Chem. Res., 2023, 62, 44, 18591–18602.
107. Wen H.Q., Nan S.H., Wu D., Sun Q.H., Tong Y., Zhang J., Jin S.M.*, Shen W. F.*, A Systematic Review on Intensifications of Artificial Intelligence Assisted Green Solvent Development. Ind. Eng. Chem. Res., 2023, 62 (48), 20473-20491.
106. Sun S.R., Yang A, Chang C.L., Hua G.Q.*, Ren J.Z., Lei Z.G., Shen W.F.*, Improved Multiobjective Particle Swarm Optimization Integrating Mutation and Changing Inertia Weight Strategy for Optimal Design of the Extractive Single and Double Dividing Wall Column. Ind. Eng. Chem. Res., 2023, 62(43): 17923-17936.
105. Qi L., Yang A., Kong Z.K., Sun S.R.*, Shen W.F.*, Insight on the sustainable design and multi-objective optimization for separating the ternary azeotropic mixture of toluene/n-butanol/water by natural decanting coupled with pressure swing distillation. Sep.Purif.Technol., 2023, 313, 123434.
104. Sun S.R., Fu L.*, Yang A., Shen W.F.*, An intensified energy-saving architecture for side-stream extractive distillation of four-azeotrope mixtures considering economic, environmental and safety criteria simultaneously. Sep. Purif. Technol., 2023, 310: 123132.
103. 文华强, 孙全虎, 申威峰*,. 基于分子碎片化学空间的智能分子定向生成框架. 化工学报, 2024, 75(04): 1655-1667.
102. Li Y., Yang Z.N., Deng X.H., Li N., Li S.C., Lei Z.G., Ali Eslamimanesh, Jin S.M.*, Shen W.F.*, A Mechanism-Data Hybrid-Driven Framework for Identifying Dynamic Characteristic of Actual Chemical Processes. Chem Eng Res. Des., 2023, 199, 115-129.
101. Shen T.J., Teng L.M., Hu Y.J.*, Shen W.F.*, Systematic screening procedure and innovative energy-saving design for ionic liquid-based extractive distillation process. Front. Chem. Sci. Eng., 2023, 17(1): 34-45.
100.Yousaf Ayub, Zhou J.Z., Shen W.F., Ren J.Z.*, Innovative valorization of biomass waste through integration of pyrolysis and gasification: Process design, optimization, and multi-scenario sustainability analysis. Energy., 2023, 282, 128417.
99. Zhou J.Z., Chu Y.T., Ren J.Z.*, Shen W.F., He C., Integrating machine learning and mathematical programming for efficient optimization of operating conditions in organic Rankine cycle (ORC) based combined systems. Energy., 2023, 281, 128218.
98. Yousaf Ayub, Ren J.Z.*, Shi T., Shen W.F., Poultry litter valorization: Development and optimization of an electro-chemical and thermal tri-generation process using an extreme gradient boosting algorithm. Energy., 2023, 263, 125839.
97. Shi T., Zhou J.Z., Ren J.Z.*, Yousaf Ayub, Yu H.S., Shen W.F., Qi L., Yang A. Co-valorisation of sewage sludge and poultry litter waste for hydrogen production: Gasification process design, sustainability-oriented optimization, and systematic assessment. Energy., 2023, 272, 127131.
96. Du L.L., Jin S.M.*, Yang Z.N., Sun S.R., Yang A.*, Shen W.F., An efficient multi-criteria decision making for assessing the optimization of reactive extractive distillation in terms of economy, environment and safety. Chem. Eng. Res. Des., 2023, 197, 838-850.
95. Yousaf Ayub, Zhou J.Z., Ren J.Z.*, Shi T*, Shen W.F., He C., High-Dimensional Model Representation-Based Surrogate Model for Optimization and Prediction of Biomass Gasification Process. Int. J. Energ. Res., 2023, 14, 7787947.
94. Shi T., Md. Abdul Moktadir, Ren J.Z.*, Shen W.F., Comparative economic, environmental and exergy analysis of power generation technologies from the waste sludge treatment. Energy Convers. Manag., 2023, 286, 117074.
93.Yang A., Lusi Ernawati, Wang M*, Zong Yang Kong, Jaka Sunarso, Sun.S.R.*, Shen W.F., Multi-objective optimization of the intensified extractive distillation with side-reboiler for the recovery of ethyl acetate and methanol from wastewater. Sep. Purif. Technol., 2023, 310: 123131.
92. Yousaf Ayub, Zhou J.Z., Ren J.Z.*, Wang Y., Shen W.F., He C., Dong L., Sara Toniolo, Plasma gasification based monetization of poultry litter: System optimization and comprehensive 5E (Energy, Exergy, Emergy, Economic, and Environmental) analysis. Energy Convers. Manag., 2023, 282, 116878.
91.Yousaf Ayub, Zhou J.Z., Ren J.Z.*, Shen W.F., He C, Sara Toniolo, Tri-generation for sustainable poultry litter valorization: Process design, simulation, optimization, and sustainability assessment forwaste-to-wealth. J. Clean. Prod., 2023, 418: 138139.
90.Yousaf Ayub, Hu Y.S., Ren J.Z.*, Shen W.F., Carman K.M.Lee, Hydrogen prediction in poultry litter gasification process based on hybrid data-driven deep learning with multilevel factorial design and process simulation: A surrogate model. Eng. Appl. Artif. Intel., 2023, 126: 107018.
89. Chu Y.T., Zhou J.Z., Ren J.Z.*, Shen W.F., He C., Conversion of medical waste into value-added products using a novel integrated system with tail gas treatment: Process design, optimization, and thermodynamic analysis. J. Hazard.Mater., 2023, 455, 131551.
2022年
88. 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, 68(6), e17634.
87. 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.
86. Zhang J., Wang Q., Shen W.F.*, Message-passing neural network based multi-task deep-learning framework for COSMO-SAC based σ-profile and VCOSMO prediction. Chem. Eng. Sci., 2022, 254, 117624.
85. Wang Z.H., Wen H.Q., Su Y., Shen W.F.*, Ren J.Z., Ma Y.J., Li J., Insights into ensemble learning-based data-driven model for safety-related property of chemical substances. Chem. Eng. Sci., 2022, 248,117219.
84. Huang B.X., Tong T., Chen Y., Ali Eslamimanesh, Wei S.A.*, Shen W.F.*, Dual Self-Adaptive Intelligent Optimization of Feature and Hyperparameter Determination in Constructing a DNN Based QSPR Property Prediction Model. Ind. Eng. Chem. Res., 2022, 61, 32, 12052-12060.
83. Qi L., Li J.L., Yang A.*, Yi X.G., Shen W.F.*, Towards a sustainable azeotrope separation of acetonitrile/water by the synergy of ionic liquid-based extractive distillation, heat integration and multi-objective optimization. Ind. Eng. Chem. Res., 2022, 61, 9833-9846.
82. Zhang J., Wang Q.*, Shen W.F.*, Hyper-parameter optimization of multiple machine learning algorithms for molecular property prediction using hyperopt library, Chinese J. Chem. Eng., 2022, 52, 115-125.
81. Yang A., Kong Z.Y., Jaka Sunarso, Shen W.F.*, Towards energy saving and carbon reduction of pressure-swing distillation for separating the ternary azeotropic mixtures by thermodynamic insights and process intensification. Sep.Purif.Technol., 2022, 301, 121983.
80. Kong Z.Y., Eduardo S., Yang A., Shen W.F.*, Juan G. S.*, Jaka Sunarso., Process Intensification from conventional to advanced distillations: Past, present, and future. Chem. Eng. Res. Des., 2022, 188: 378-392.
79. Yang A.*, Su Y., Sun S. R., Shen W.F.*, Bai M.N., Ren J.Z.*, Towards sustainable separation of the ternary azeotropic mixture based on the intensified reactive-extractive distillation configurations and multi-objective particle swarm optimization. J. Clean. Prod., 2022, 332, 130116.
78. Yang A., Su Y., Shi T., Ren J.Z., Shen W.F.*, Zhou T.*, Energy-efficient recovery of tetrahydrofuran and ethyl acetate by triple-column extractive distillation: entrainer design and process optimization. Front. Chem. Sci. Eng, 2022, 16(2), 303–315.
77. Yang A., Wang W.H., Sun S.R., Shi T., Ren J.Z., Bai M.N., Shen W.F.*,Sustainable design and multi-objective optimization of eco-efficient extractive distillation with single and double entrainer(s) for separating the ternary azeotropic mixture tetrahydrofuran/ethanol/methanol. Sep. Purif. Technol., 2022, 285, 120413.
76. Lu L.X., Hua G.Q., Tao J.Q., Chen Y., Zhang Y.S., Shen W.F.*, An energy sustainable approach of heat-pump assisted azeotropic divided wall column based on the organic Rankine cycle. Braz J Chem.Eng., 2022, 39: 539-552.
75. Ma K.B., Shi T., Hu Y.S., Yang S., Shen W.F., He C., Liu Y., Liu Z.Q., Ren J.Z.*, Poultry litter utilization for waste-to-wealth: Valorization process simulation and comparative analysis based on thermodynamic and techno-economic assessment. Energ. Convers. Manage., 2022, 269, 116135.
74. Shi T., Liu Y., Yang A., Sun S.R., Shen W.F., Ren J.Z.*, Developing a novel gasification-based sludge-to-methanol utilization process and exergy-economic-environmental (3E) analysis. Energy Convers. Manag., 2022, 260, 115600.
73. Shi T., Liu Y., Yang A., Sun S.R., Shen W.F., Lee C.K., Ren J.Z.*, Improved design of heat-pump extractive distillation based on the process optimization and multi-criteria sustainability analysis. Comput. Chem. Eng., 2022, 156, 107552.
72. Guella Fadia., Benyounes Hassiba., Shen W.F.,Separation of ethanol-water mixture by extractive distillation using pyridinium-based ionic liquid 1-ethyl-3-methylpyridinium ethylsulfate. Chem. Eng. Process., 2022, 173, 108815.
2021年
71. Yang A., Su Y, Wang Z.H., Jin S.M., Ren J.Z., Zhang X.P., Shen W.F.*, James H. Clark., A multi-task deep learning neural network for predicting flammability-related properties from molecular structures. Green Chem., 2021, 23(12), 4451-4465.
70. Yuan B.H., Yang Z.N., Yang A., Tao J.Q., Ren J.Z., Wei S.A.*, Shen W.F.*, Target localization optimization of a superstructure triple-column extractive distillation with four-parallel evaporator organic Rankine cycles system based on advanced exergy analysis. Sep. Purif. Technol., 2021, 272, 118894.
69. Gao Y.J., Liang K., Gou Y., Wei S.A., Shen W.F.*, Cheng F.Q.* Aluminum extraction technologies from high aluminum fly ash. Rev. in Chem. Eng., 2021, 37(8), 885-906.
68. Hu Y.J., Feng J.Q., Zhang X.P., Gao H.S., Jin S.M., Liu L.*, Shen W.F.*, Efficient electrochemical reduction of CO2 to CO in ionic liquids. ChemistrySelect, 2021, 6(37), 9873-9879.
67. Gu X.C., Zhang X.C.*, Yang Z.F., Shen W.F., Deng C., Zeng S.J., Zhang X.P.*, Technical-environmental assessment of CO2 conversion process to dimethyl carbonate/ethylene glycol. J. Clean. Prod., 2021, 288, 125598.
66. Lin R.J., Lu S.F., Yang A., Shen W.F., Ren J.Z.*, Multi-criteria sustainability assessment and decision-making framework for hydrogen pathways prioritization: An extended ELECTRE method under hybrid information. Int. J. Hydrogen Energy, 2021, 46(24), 13430-13445.
65. Amiri N., Benyounes H.*, Lounis Z., Shen W.F., Design of absorption process for CO2 capture using cyano based anion ionic liquid. Chem. Eng. Res. Des., 2021, 169, 239-249.
2020年
64. 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(12), 3867-3876.
63. Su Y., Yang A., Jin S.M., Shen W.F.*, Cui P.Z., Ren J.Z., Investigation on ternary system tetrahydrofuran/ethanol/water with three azeotropes separation via the combination of reactive and extractive distillation. J. Clean. Prod., 2020, 273, 123145.
62. Shi T., Chun W., Yang A., Su Y., Jin S.M., Ren J.Z., Shen W.F.*, Optimization andcontrol of energy saving side-stream extractive distillation with heat integration for separating ethyl acetate-ethanol azeotrope. Chem. Eng. Sci., 2020, 215, 115373.
61. Yang A., Su Y., Teng L.M.*, Jin S.M., Zhou T., Shen W.F.*, Investigation of energy-efficient and sustainable reactive/pressure-swing distillation processes to recover tetrahydrofuran and ethanol from the industrial effluent. Sep. Purif. Technol, 2020, 250, 117210.
60. Sun S.R., Chun W., Yang A., Shen W.F.*, Cui P.Z., Ren J.Z., The separation of ternary azeotropic mixture: Thermodynamic insight and improved multi-objective optimization. Energy, 2020, 206, 118117.
59. Wang H., Su Y., Wang D., Jin S.M., Wei S.A.*, Shen W.F.*, Optimal design and energy-saving investigation of the triple CO2 feeds for methanol production system by combining steam and dry methane reforming. Ind. Eng. Chem. Res., 2020, 59(4), 1596-1606.
58. Li Y.C., Wei R.X., Zhang R.Y., Shen W.F.*, Jin S.M.*, In silico modelling of a novel refrigeration process of the ammonia/water falling-film absorption. Ind. Eng. Chem. Res., 2020, 59, 1362-1373.
57. 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., 2020, 132(4), 106618.
56. 田璐瑶, 王梓豪, 粟杨, 文华强, 申威峰*,. 基于深度学习的溶剂定量构效关系建模研究进展. 化工学报, 2020, 71(10), 4462-4472.
55. 孙诗瑞, 杨傲, 石涛,申威峰*,. 特殊精馏热耦合强化技术研究进展.化工学报, 2020, 71(10), 4575-4589.
54. Hu Y.J., Li F.H., Wei S.A., Jin S.M.*, Shen W.F.*, Design and optimization of the efficient extractive distillation process for separating the binary azeotropic mixture methanol-acetone based on the quantum chemistry and conceptual design. Sep. Purif. Technol., 2020, 242, 116829.
53. Yang A., Chun W., Sun S.R., Shi T., Ren J.Z., Shen W.F.*, Dynamic study in enhancing the controllability of an energy-efficient double side-stream ternary extractive distillation of acetonitrile/methanol/benzene with three azeotropes. Sep. Purif. Technol., 2020, 242, 116830.
52. Shi T., Chun W., Yang A., Jin S.M., Shen W.F.*, Ren J.Z., Gu J.L., The process control of the triple-column pressure-swing extractive distillation with partial heat integration, Sep. Purif. Technol., 2020, 238, 116416.
51. Su Y., Lv L. P., Shen W.F.*, Wei S. A., An efficient technique for improving methanol yield using dual CO2 feeds and dry methane reforming. Front. Chem. Sci. Eng., 2020, 14(4), 614-628.
50. Liang K., Jin S.M., Chen H.Z., Ren J.Z., Shen W.F.*, Wei S.A.*, Parametric optimization of packed bed for activated coal fly ash waste heat recovery using CFD techniques. Chinese J. Chem. Eng., 2020, 28(2), 518-525.
49. Feng Z.M., Shen W.F., Rangaiah G.P.*, Dong L.C.*, Design and control of vapor recompression assisted extractive distillation for separating n-hexane and ethyl acetate. Sep. Purif. Technol., 2020, 240, 116655.
48. Ren J.Z.*, Ren X.S., Shen W.F., Man Y., Lin R.J., Liu Y., He C., Manzardo A., Toniolo S., Dong L.C.*, Industrial system prioritization using the sustainability-interval-index conceptual framework with life-cycle considerations. AIChE J., 2020. 66(6), e16961.
47. Addouni M., Benyounes H.*, Jin S.M.*, Haddou B., Shen W.F., Extraction process design for the separation of aromatic and aliphatic hydrocarbon using organic solvent, ionic liquid or their mixture: a comparative study. Braz. J. Chem. Eng., 2020, 37(1), 307-322.
46. Xu D.*, Li W.C., Ren X.S., Shen W.F., Dong L.C.*, Technology selection for sustainable hydrogen production: a multi-criteria assessment framework under uncertainties based on the combined weights and interval best-worst projection method. Int. J. Hydrogen Energ., 2020, 45(59), 34396-34411.
2019年
45. 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 J., 2019, 65(9), e16678.（亮点报道）
44. 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 J., 2019, 65(4), 1281-1293.（ESI高被引）
43. 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(16), 4555-4565.
42. 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. Energ. Convers. Manage., 2019, 199, 112041.
41. 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. Energ. Convers. Manage., 2019, 199, 111963.
40. 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.
39. 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.
38. 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.
37. Yang A., Zou H.C., Chien I.L., Wang D., Wei S.A., Ren J.Z., 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(17), 7265-7283.
36. Yang A., Shi T., Sun S.R., Wei S. A., Shen W.F.*, Ren J.Z., Dynamic Controllability investigation of an energy-saving double side-stream ternary extractive distillation process, Sep. Purif. Technol, 2019, 225, 41-53.
35. Yang A., Sun S.R., Shi T., Xu D., Ren J.Z., Shen W.F.*, Energy-efficient extractive pressure-swing distillation for separating binary minimum azeotropic mixture dimethyl carbonate and ethanol. Sep. Purif. Technol, 2019, 229, 115817.
34. Shi T., Yang A., Jin S.M., Shen W.F.*, Wei S. A., Ren J.Z., Comparative optimal design and control of two alternative approaches for separating heterogeneous mixtures isopropyl alcohol-isopropyl acetate-water with four azeotropes. Sep. Purif. Technol, 2019, 225, 1-17.
33. 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.
32. Yan C.L., Lv L.P., Wei S.A., Eslamimanesh A., Shen W.F.*, Application of retrofitted design and optimization framework based on the exergy analysis to a crude oil distillation plant. Appl. Therm. Eng., 2019, 154, 637-649.
31. Sun S.R., Yang A., Chien I.L., Shen W.F.*, Wei S.A., Ren J.Z., Zhang X.P., Intensification and performance assessment for synthesis of 2-methoxy-2-methyl-heptane through the combined use of different pressure thermally coupled reactive distillation and heat integration technique. Chem. Eng. Process, 2019, 142, 107561.（封面文章）
30. Sun S.R., Lv L.P., Yang A., Wei S.A., Shen W.F.*, Extractive distillation: advances in conceptual design, solvent selection, and separation strategies. Chinese J. Chem. Eng., 2019, 27 (6), 1247-1256.
29. Li F.H., Bai M.N., Wei S.A., Jin S.M.*, Shen W.F.*, Multidimension insight involving experimental and in silico investigation into the corrosion inhibition of N,N-dibenzyl dithiocarbamate acid on copper in sulphuric acid solution. Ind. Eng. Chem. Res., 2019, 58(17), 7166-7178.（封面文章）
28. Feng Z.M., Shen W.F., Rangaiah G. P.*, Lv L.P., Dong L.C.*, Process development, assessment and control of reactive dividing-wall column with vapor recompression for producing n-propyl acetate, Ind. Eng. Chem. Res., 2019, 58 (1), 276–295.
27. Du J.C., Zhou C.L.*, Chen L., Cheng J., Pi P.H., Zuo J.H., Shen W.F., Jin S.M., Tan L.X., Dong L.C., Gate-embedding strategy for pore size manipulation on stainless steel mesh: toward highly efficient water-in-oil nanoemulsions separation. Ind. Eng. Chem. Res., 2019, 58(33), 15288-15296.
26. Feng Z.M., Shen W.F., Rangaiah G.P.*, Dong L.C.*, Closed-loop identification and model predictive control of extractive dividing-wall column. Chem. Eng. Process, 2019, 142, 107552.
25. Xiao C., Liao Q., Fu Q.*, Huang Y., Xia A., Shen W.F., Chen H., Zhu X., Exergy analyses of biogas production from microalgae biomass via anaerobic digestion. Bioresource Technology, 2019, 289, 121709.
24. Xu D.*, Li W.C., Shen W.F., Dong L.C.*, Decision-making for sustainability enhancement of chemical systems under uncertainties: combining the vector-based multiattribute decision-making method with weighted multiobjective optimization technique, Ind. Eng. Chem. Res., 2019, 58(27), 12066-12079.
2018年
23. 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.
22. Yang A., Wei R.X., Sun S.R., Wei S.A., Shen W.F.*, Chien I.L., Energy-saving optimal design and effective control of heat integration-extractive dividing wall column for separating heterogeneous mixture methanol/toluene/water with multiazeotropes. Ind. Eng. Chem. Res., 2018, 57 (23), 8036–8056.
21. Liu J., Yang Y., Wei S.A., Shen W.F.*, Rakovitis N., Li, J.*, Intensified p-xylene production process through toluene and methanol alkylation. Ind. Eng. Chem. Res., 2018, 57 (38), 12829–12841.
20. Wei R.X., Yan C.L., Yang A., Shen W.F.*, Li J., Improved process design and optimization of 200 kt/a ethylene glycol production using coal-based syngas. Chem. Eng. Res. Des., 2018, 132, 551-563.
19. Gu J.L., You X.Q., Tao C.Y., Li J.*, Shen W.F.*, Li J., Improved design and optimization for separating tetrahydrofuran-water azeotrope through extractive distillation with and without heat integration by varying pressure. Chem. Eng. Res. Des., 2018, 133, 303-313.
18. Belabbas A. B. T. W., Benyounes H.*, Haddou B., Shen W.F.*, Improved design of the Lurgi reactor for methanol synthesis industry. Chem. Eng. Technol., 2018, 41(10): 2043-2052.
17. Yi C.C., Shen W.F., Chien I.L.*, Design and control of an energy-efficient alternative process for the separation of methanol/toluene/water ternary azeotropic mixture. Sep. Purif. Technol, 2018, 207, 489-497.
16. Feng Z.M., Shen W.F., Rangaiah G.P.*, Dong L.C.*, Proportional-integral control and model predictive control of extractive dividing-wall column based on temperature differences. Ind. Eng. Chem. Res., 2018, 57(31), 10572-10590.
2017年
15. Yang A., Lv L.P., Shen W.F.*, Dong L.C., Li J., Xiao X., Optimal design and effective control of the tert-amyl methyl ether production process using an integrated reactive dividing wall and pressure swing columns. Ind. Eng. Chem. Res., 2017, 5(49), 14565-14581.
14. Seihoub F., Benyounes H., Shen W.F.*, Gerbaud V., An improved shortcut design method of divided wall columns exemplified by a liquefied petroleum gas process. Ind. Eng. Chem. Res., 2017, 56(34), 9710-9720.
13. You X.Q., Gu J.L., Peng C.J., Shen W.F.*, Liu H.L.*, Improved design and optimization for separating azeotropes with heavy component as distillate through energy-saving extractive distillation by varying pressure. Ind. Eng. Chem. Res., 2017, 56(32), 9156-9166.
12. Xu D., Lv L.P., Ren J.Z.*, Shen W.F., Wei S.A., Dong L.C.*, Life cycle sustainability assessment of chemical processes: a vector-based three-dimensional algorithm coupled with AHP. Ind. Eng. Chem. Res., 2017, 56(39), 11216-11227.
2013--2016年
11. Shen W.F., Dong L.C., Wei S.A., Li J.*, Benyounes H., You X.Q., Gerbaud V. Systematic design of extractive distillation for maximum-boiling azeotropes with heavy entrainers. AIChE J., 2015, 61(11), 3898-3910.
10. Shen W.F., Benyounes H., Gerbaud V.*, Extension of thermodynamic insights on batch extractive distillation to continuous operation, 1. azeotropic mixtures with a heavy entrainer. Ind. Eng. Chem. Res., 2013, 52(12), 4606-4622.
9. Shen W.F., Gerbaud V.*, Extension of thermodynamic insights on batch extractive distillation to continuous operation, 2. azeotropic mixtures with a light entrainer. Ind. Eng. Chem. Res., 2013, 52(12), 4623-4637.
8. Benyounes H., Benyahia K., Shen W.F.*, Gerbaud V., Dong L.C., Wei S.A.*, Novel procedure for assessment of feasible design parameters of dividing-wall columns: application to non-azeotropic mixtures. Ind. Eng. Chem. Res., 2015, 54(19), 5307-5318.
7. Shen W.F., Benyounes H., Gerbaud V.*, Extractive distillation: recent advances in operation strategies. Rev. Chem. Eng., 2014, 31(1), 13-26.
6. Benyounes H.*, Shen W.F., Gerbaud V., Entropy flow and energy efficiency analysis of extractive distillation with a heavy entrainer. Ind. Eng. Chem. Res., 2014, 53(12), 4778-4791.
5. Long H., Clark J., Benyounes H., Shen W.F.*, Dong L.C., Wei S.A.*, Optimal design and economic evaluation of dividing-wall columns. Chem. Eng. Technol., 2016, 39(6), 1077-1086.
4. Benyahia K., Benyounes H.*, Shen W.F., Energy evaluation of ethanol dehydration with glycol mixture as entrainer. Chem. Eng. Technol., 2014, 37(6), 987–994.
3. Shen W.F., Benyounes H.*, Song J., Thermodynamic topological analysis of extractive distillation of maximum boiling azeotropes. Braz. J. Chem. Eng., 2015, 32, 957-966.
2. Shen W.F.*, Benyounes H., Dong L.C., Wei S.A.*, Li J., Gerbaud V., Conceptual design of non-ideal mixture separation with light entrainers. Braz. J. Chem. Eng., 2016, 33(4), 1041-1053.
1. Shen W.F., Benyounes H.*, Song J., A review of ternary azeotropic mixtures advanced separation strategies. Theor. Found. Chem. Eng.,2016, 50(1), 28-40.
专利
1. 申威峰, 杨傲. 双热耦合三元萃取精馏分离苯-甲苯-环己烷三元共沸体系的方法. 中国, 2018, ZL 201810566377.1
2. 申威峰, 孙诗瑞. 差压热耦合反应精馏生产2-甲氧基-2-甲基庚烷的方法及系统. 中国, 2019, ZL 201910078119.3
3. 申威峰, 梁凯. 基于CFD技术的高温活化粉煤灰显热回收模拟分析方法. 中国, 2019, ZL 201910147206.X
4. 申威峰, 李富华. 利用二苄基二硫代氨基甲酸钾制备镍配合物缓蚀剂的方法及其应用. 中国, 2019, 201910201554.0
5. 申威峰, 粟杨. 一种基于Tree-LSTM的有机物物理化学性质预测方法. 中国, 2019, ZL 201910500140.8
6. 申威峰, 石涛. 带有侧线采出的热集成萃取精馏分离乙酸乙酯-乙醇的节能工艺. 中国, 2019, 201911069377.1
7. 申威峰, 孙诗瑞. 一种热集成三塔减压萃取精馏分离乙腈-甲醇-水混合物的方法. 中国, 2019, ZL 201911078629.7
8. 申威峰, 杨傲. 一种反应精馏联合萃取精馏分离四氢呋喃-乙醇-水三元共沸体系的方法. 中国, 2019, 201911069550.8
9. 申威峰, 杨傲. 一种反应精馏联合侧线萃取精馏分离四氢呋喃-乙醇-水三元共沸体系的方法. 中国, 2019, 201911069406.4
10. 申威峰, 王红. 一种热集成甲醇合成四补碳位置的工艺设计. 中国, 2020, 202010741769.4
11. 杨傲, 王文和, 冯泽民, 申威峰. 乙酸乙酯-甲醇-水三元共沸物分离用双隔板萃取精馏塔. 中国, 2022, ZL 202210518230.1
12. 申威峰, 文华强, 邓向辉, 常承林, 金赛蒙. 一种基于分子片段化学空间解构的分子定向智能生成方法. 中国, 2023, ZL 202311608505.1
13. 申威峰, 常承林, 杨路. 一种集成有机朗肯循环的换热网络优化方法. 中国, 2023, ZL 202311653975.X
14. 申威峰, 张俊, 汪勤, 陈勇, 苏桂转, 李振, 常承林. 一种基于多层级可解释性表征的最优分子子结构选取方法. 中国, 2023, ZL 202311705332.5
15. 常承林, 申威峰, 张奇琪. 一种螺旋板式换热器详细设计方法. 中国, 2023, ZL 202410233172.7
16. 申威峰, 文华强, 邓向辉, 常承林, 金赛蒙等. 一种基于分子片段化学空间解构的分子定向智能生成方法. 中国, 2024, ZL 202311608505.1
17. 申威峰, 朱祖涛, 常承林. 一种融合数据平衡与分子碎片化的化合物毒性评价方法. 中国, 2024, 202410360282.X
出版专著
1.Ren, J. (ed.), Shen, W. (ed.), Man, Y. (ed.) & Dong, L. (ed.), Applications of Artificial Intelligence in Process Systems Engineering，5 Jun 2021, Elsevier. 540 p. DOI：https://doi.org/10.1016/C2019-0-02806-3
