Monday - Friday : 09:00 - 18:00 |
+662088-3580
Lei Zhang PhD Associate Professor
Education & Research Experience
· 2005.9~2009.7 Department of Chemical Engineering, Tsinghua University Bachelor degree
· 2009.9~2014.7 Department of Chemical Engineering, Tsinghua University PhD degree (Supervisor: Prof. Bingzhen Chen)
· 2013.8~2014.2 Department of Chemical Engineering, Carnegie Mellon University Visiting scholar (Supervisor: Prof. Ignacio E. Grossmann)
· 2014.9~2015.12 Department of Chemical Engineering, Technical University of Denmark Postdoc (Supervisor: Prof. Rafiqul Gani)
· 2016.1~2017.2 Department of Chemical Engineering, Hong Kong University of Science and Technology Postdoc (Supervisor: Prof. Ka Ming Ng)
· 2017.3~Now School of Chemical Engineering, Dalian University of Technology Associate Professor
Research Interests
· Chemical Product & Process Design
· Chemical Process Optimization
· Multi-scale Modelling
· Process Integration
Awards
· 2020 辽宁省普通高等教育（本科）教学成果一等奖（11/11）
· 2020 首批国家级一流本科课程“化工过程分析与合成”团队主要成员（4/5）
· 2020 中国石油和化工教育教学优秀成果二等奖（11/11）
· 2019 “全国石油和化工教育优秀教学团队”成员（11/14）
· 2019 过程系统工程青年科技奖(PSE Young Researcher Award by PSE, Systems Engineering Society of China)
· 2019 2019年中国过程系统工程年会（PSE2019）优秀论文二等奖
· 2019 第十七届中国化工学会信息技术应用专业委员会年会优秀论文
· 2019 Best Student Presentation in SCPPE 2019 International Conference (Supervisor)
· 2017 Best Paper Award of Journal Computers & Chemical Engineering
· 2017 第十六届中国化工学会信息技术应用专业委员会年会优秀论文
· 2015 Outstanding reviewer of Journal Computers & Chemical Engineering
Synergistic Activities
· Editorial board of Journal Discover Chemical Engineering
· Guest editor of Journal Current Opinion in Chemical Engineering, Frontiers in Chemical Engineering
· 第十七届中国化工学会信息技术应用专业委员会年会组委会成员
· Expert consultant of PSE for SPEED Company
· 中国系统工程学会过程系统工程专业委员会委员
· 中国化工学会信息技术应用专业委员会青年委员
· 辽宁省化工学会医药化工专业委员会委员
· 中国系统工程学会会员
· Session chair for ICFMCE 2018~2019, 中国过程系统工程年会(2018~2020)
· International program committee for PSE 2021 conference
· Member of the scientific committee for ESCAPE-28~ESCAPE-31, ICFMCE 2018~2019 conferences
· Reviewer of ACS Sustainable Chemistry & Engineering, ACS Catalysis, AIChE Journal, Chemical Engineering Science, Industrial & Engineering Chemistry Research, Computers & Chemical Engineering, Reviews in Chemical Engineering, Current Opinion in Chemical Engineering, etc.
Oral Presentations
· 张磊, 过程系统工程理论在产品设计中的多尺度应用, “化工系统工程助力化工实现碳中和”学术论坛, 青岛, 2021年7月30日-8月1日. (Keynote presentation)
· 张磊, 结合计算化学与机器学习的产品设计方法, 2020年中国过程系统工程年会, 重庆, 2020年11月13-15日. (Keynote presentation)
· Zhang, L., QMaC: A Quantum mechanics/machine learning-based computational tool for chemical product design. PSE Asia 2020, Taipei, Nov. 4-6, 2020. (Keynote presentation)
· Zhang, L., ProCAPD – A Smart Tool for Computer-Aided Chemical Product Design. ICFMCE 2019 Conference. Bangkok, Thailand. Dec. 15-17, 2019. (Keynote presentation)
· Mao, H., Zhang, L.*, Liu, L., Du, J., Gani, R. COSMO-based inverse neural network: A novel machine learning approach towards mixture product design. 5th International Conference on Sustainable Chemical Product and Process Engineering. Tianjin, China. Jul. 1-3, 2019. (Oral presentation, Best student presentation)
· Zhang, L., A GC+-COSMO Model for Computer-Aided Molecular Design: Framework and Applications. 2nd Process System Engineering (PSE) – State of the Art Workshop. Nuevo Vallarta, Mexico. Jan. 26-30, 2019. (Keynote presentation)
· Zhang, L., An Optimization-Based Computer-Aided Molecular and Mixture Design Framework. ICFMCE 2018 Conference. Abu Dhabi, UAE. Nov. 20-22, 2018. (Keynote presentation)
· 梁馨元,张磊*,刘琳琳,都健. 基于分子动力学的橡胶聚合物计算机辅助设计方法. 2018年中国过程系统工程年会. 青海,西宁. 2018年8月22-24日. (Keynote presentation)
· 刘奇磊,冯锟,刘琳琳,都健,孟庆伟,张磊*. 基于Dragon描述符与改进的决策树—遗传算法的反应溶剂设计方法. 2018年中国过程系统工程年会. 青海,西宁. 2018年8月22-24日. (Keynote presentation)
· Zhang, L.*, Mao, H., Liu, L., Du, J., Gani, R. Fragrance Product Design/Screening Methods Using an Integrated Machine Learning and CAMD Model. 2018 AIChE Annual Meeting. Pittsburgh, PA, USA. Oct. 26-Nov. 2. (Oral presentation)
· Liu, Q., Zhang, L.*, Liu, L., Du, J., Meng, Q. Computer-Aided Reaction Solvent Design Integrated with New Reaction Mechanism Model. 2018 AIChE Annual Meeting. Pittsburgh, PA, USA. Oct. 26-Nov. 2. (Oral presentation)
· Liu, Q., Zhang, L.*, Liu, L., Du, J., Liang, X., Mao, H., Meng, Q. GC-COSMO based Reaction Solvent Design with New Kinetic Model using CAMD. Proceedings of the 13th International Symposium on Process Systems Engineering – PSE 2018. San Diego, California, USA. July 1-5, 2018. (Oral presentation)
Publications
2022:
[114] Chai, S., Song, Z., Zhou, T., Zhang, L.*, Qi, Z.* Computer-Aided Molecular Design of Solvents for Chemical Separation Processes. Current Opinion in Chemical Engineering, 2022, 100732 (SCI)
[113] Wang, C., Zhuang, Y.*, Dong, Y., Zhang, L., Liu, L., Du, J.* Design and control analysis of the side-stream extractive distillation column with low concentration intermediate-boiling entrainer. Chemical Engineering Science, 2022, 247, 116915. (SCI)
2021:
[112] Li, S., Zhang, S., Chai, S., Zang, X., Cheng, C., Ma, F.*, Zhang, L.*, Lu, Y.* Structured Solid Electrolyte Interphase enable Reversible Li Electrodeposition in Flame-Retardant Phosphate-Based Electrolyte. Energy Storage Materials, 2021, 42, 628-635. (SCI)
[111] Song, M., Zhuang, Y.*, Zhang, L., Li, W., Du, J., Shen, S. Thermodynamic performance assessment of SOFC-RC-KC system for multiple waste heat recovery. Energy Conversion and Management, 2021, 245, 114579. (SCI)
[110] Chai, S., Zhang, L.*, Du, J., Tula, A. K., Gani, R., Eden, M. R. A versatile modelling system for integrated chemical product design problems. Computer Aided Chemical Engineering, 2021, 50, 75-80. (CPCI)
[109] Liu, Q., Zhang, L.*, Du, J., Gani, R. Computer-Aided Solvent Design Integrated with a Machine Learning-based Atom Contribution Method. Computer Aided Chemical Engineering, 2021, 50, 69-74. (CPCI)
[108] Alshehri, A. S., Tual, A. K., Zhang, L., Gani, R.*, You, F.* A Platform of Machine Learning-Based Next-Generation Property Estimation Methods for CAMD. Computer Aided Chemical Engineering, 2021, 50, 227-233. (CPCI)
[107] Song, M., Zhuang, Y.*, Zhang, L., Wang, C., Du, J., Shen, S. Advanced exergy analysis for the solid oxide fuel cell system combined with a kinetic-based modeling pre-reformer. Energy Conversion and Management, 2021, 245, 1154560 (SCI)
[106] Zhang, L., Mao, H., Zhuang, Y., Wang, L., Liu, L., Dong, Y., Du, J.*, Xie, W., Yuan, Z. Odor Prediction and Aroma Mixture Design using Machine Learning Model and Molecular Surface Charge Density Profiles. Chemical Engineering Science, 2021, 245, 116947. (SCI)
[105] Zhuang, Y., Xing, Y., Zhang, L., Liu, L., Du, J.*, Shen, S. An enhanced superstructure-based model for work-integrated heat exchange network considering inter-stage multiple utilities optimization. Computers and Chemical Engineering, 2021, 152, 107388. (SCI)
[104] Liu, Q., Mao, H., Zhang, L.*, Liu, L., Du, J. Chapter 12: Integrated machine learning framework for computer-aided chemical product design. Applications of Artificial Intelligence in Process Systems Engineering, Elsevier, 2021, ISBN: 978-0-12-821092-5.
[103] Wang, C., Zhuang, Y.*, Qin, Y., Dong, Y., Liu, L., Zhang, L., Du, J.* Optimization and eco-efficiency analysis of extractive distillation processes with different solvents for separating the ternary mixture embedding two azeotropes, Separation and Purification Technology, 2021, 269, 118763. (SCI)
[102] Li, M., Zhuang, Y.*, Li, W., Dong, Y., Zhang, L., Du, J., Shen, S. A surrogate-based optimization framework for simultaneous synthesis of chemical process and heat exchanger network, Chemical Engineering Research and Design, 2021, 170, 180-188. (SCI)
[101] Liu, Q., Jiang, Y., Zhang, L.*, Du, J. A computational toolbox for molecular property prediction based on quantum mechanics and quantitative structure-property relationship, Frontiers of Chemical Science and Engineering, 2021. (SCI)
[100] Zhuang, Y., Zhou, C., Zhang, L., Liu, L., Du, J.*, Shen, S. A Simultaneous Optimization Model for a Heat-integrated Syngas-to-Methanol Process with Kalina Cycle for Waste Heat Recovery, Energy, 2021, 120536. (SCI)
[99] Wang, C., Zhuang, Y.*, Dong, Y., Zhou, C., Zhang, L., Du, J.* Conceptual design of the triple-column extractive distillation processes with single entrainer and double entrainer for separating the N-hexane/acetone/chloroform ternary multi-azeotropic mixture, Chemical Engineering Science, 2021, 237, 116578. (SCI)
[98] Wang, C., Zhuang, Y.*, Liu., L., Zhang, L., Du, J.* Heat pump assisted extractive distillation sequences with intermediate-boiling entrainer, Applied Thermal Engineering, 2021, 186, 116511. (SCI)
[97] 张磊*, 贺丁, 刘琳琳, 都健. 基于模型的化工产品设计方法—综述与展望, 化工进展, 2021. (EI)
[96] 赵红庆, 刘奇磊, 张磊*, 董亚超, 都健. 考虑选择性和反应速率的多目标制药反应溶剂设计, 化工学报, 2021, 72(3), 1465-1472. (EI, 封面文章)
[95] 仪桐辛, 张磊*, 都健. 吸收式热泵循环的新型有机工质对计算机辅助分子设计, 化工学报, 2021, 72(3), 1457-1464. (EI)
[94] Wang, C., Zhuang, Y.*, Liu, L., Zhang, L., Du, J.* Design and comparison of energy-saving double column and triple column reactive-extractive hybrid distillation processes for ternary multi-azeotrope dehydration, Separation and Purification Technology, 2021, 259, 118211. (SCI)
[93] Liu, Q., Zhang, L.*, Tang, K., Liu, L., Du, J., Meng, Q., Gani, R. A Machine Learning-based Atom Contribution Method for the Prediction of Charge Density Profiles and Solvent Design. AIChE Journal, 2021, 67(2), e17110. (SCI)
[92] Chai, S., Zhang, L., Du, J., Tula, A. K.*, Gani, R., Eden M.* A versatile modeling framework for integrated chemical product design, Industrial & Engineering Chemistry Research, 2021, 60(1), 436-456. (SCI)
2020:
[91] Zhuang, Y., Li, M., Zhang, L., Liu, L., Du, J.* Simultaneous optimization of a heat-integrated coal-to-SNG/MeOH polygeneration process based on rigorous kinetic models, Industrial & Engineering Chemistry Research, 2020, 59(51), 22247–22257. (SCI, Supplementary Cover)
[90] Liu, Q., Tang, K., Zhang, J., Feng, Y., Xu, C., Liu, L., Du, J., Zhang, L.* QMaC: A Quantum Mechanics/Machine Learning-based Computational Tool for Chemical Product Design, In Computer Aided Chemical Engineering, 2020. (Vol. 48, pp. 1807-1812). Elsevier. (CPCI)
[89] Wang, C., Zhuang, Y.*, Liu, L., Zhang, L., Du, J.* Design and comparison of conventional and side-stream extractive distillation sequences for separating the methanol-toluene binary azeotrope with intermediate boiling entrainer, Computers & Chemical Engineering, 2020, 143, 107115. (SCI)
[88] Sun, X., Liu, L., Dong, Y., Zhuang, Y., Zhang, L., Du, J.* A superstructure-based simultaneous optimization of heat exchanger network and compression-absorption cascade refrigeration system for heat recovery, Industrial & Engineering Chemistry Research, 2020, 59(36), 16017–16028. (SCI, Supplementary Cover)
[87] Ababneh, H., Mohammad, N., Choudhury, H. A., Zhang, L., Gani, R., McKay, G., Elbashir, N.* Enhancing the lubricity of gas-to-liquid (GTL) paraffinic kerosene: impact of the additives on the physicochemical properties, BMC Chemical Engineering, 2020, 2, 9. (SCI)
[86] Li, Y., Zhang, L., Yuan, Z.*, Gani, R. Synthesis and Design of Sustainable Integrated Process, Water Treatment, and Power Generation Networks, Computers & Chemical Engineering, 2020, 141, 107041. (SCI)
[85] Liu, L., Sheng, Y., Zhuang, Y., Zhang, L., Du, J.* Multi-objective optimization of inter-plant heat exchanger networks considering utility steam supply and various locations of inter-plant steam generation/utilization, Industrial & Engineering Chemistry Research, 2020, 59(32), 14433–14446. (SCI)
[84] Liu, L., Li, C., Gu, S., Zhang, L., Du, J.* Optimization-based framework for the synthesis of heat exchanger networks incorporating controllability, Energy, 2020, 208, 118292. (SCI)
[83] Li, W., Zhuang, Y., Liu, L., Zhang, L., Du, J.* Process evaluation and optimization of methanol production from shale gas based on kinetics modeling, Journal of Cleaner Production, 2020, 274, 123153. (SCI)
[82] 柴士阳, 刘奇磊, 梁馨元, 张颂, 郭彦锁, 徐承秋, 张磊, 都健*, 袁志宏. 计算机辅助高纯2-巯基苯并噻唑结晶溶剂设计方法. 清华大学学报（自然科学版）, 2020, 60(8), 701-706. (EI)
[81] Zhang, L., Pang, J., Zhuang, Y., Liu, L., Du, J.*, Yuan, Z. Integrated Solvent-Process Design Methodology based on COSMO-SAC and Quantum Mechanics for TMQ (2,2,4-trimethyl-1,2-H-dihydroquinoline) Production, Chemical Engineering Science, 2020, 226, 115894. (SCI)
[80] Zhang, S., Zhuang, Y., Tao, R., Liu, L.*, Zhang, L., Du, J. Multi-objective Optimization for the Deployment of Carbon Capture Utilization and Storage Supply Chain Considering Economic and Environmental Performance, Journal of Cleaner Production, 2020, 270, 122481. (SCI)
[79] Zhang, S., Zhuang, Y., Liu, L.*, Zhang, L., Du, J. Optimization-based approach for CO2 Utilization in Carbon Capture, Utilization and Storage Supply Chain, Computers & Chemical Engineering, 2020, 139, 106885. (SCI)
[78] Li, M., Zhuang, Y.*, Zhang, L., Liu, L., Du, J., Shen, S. Conceptual design and techno-economic analysis for a coal-to-SNG/methanol polygeneration process in series and parallel reactors with integration of waste heat recovery, Energy Conversion and Management, 2020, 214, 112890. (SCI)
[77] Gani, R., Zhang, L. Editorial overview: Frontiers of Chemical Engineering: Chemical Product Design. Current Opinion in Chemical Engineering, 2020, 27, A1-A3. (SCI)
[76] 李晨莹, 刘琳琳, 张磊, 顾偲雯, 都健*. 不确定性下基于多工况优化的可控性换热器网络综合. 化工学报, 2020, 71(3), 1154-1162. (EI, 2019年中国过程系统工程年会优秀论文二等奖)
[75] Liu, L., Wu, C., Zhuang, Y., Zhang, L., Du, J.* Interplant Heat Integration Method Involving Multiple Intermediate Fluid Circles and Agents: Single-Period and Multiperiod Designs. Industrial & Engineering Chemistry Research, 2020, 59, 10, 4698-4711. (SCI)
[74] Sheng, Y., Liu, L.*, Zhuang, Y., Zhang, L., Du, J. Simultaneous Synthesis of Heat Exchanger Network and Utility System Considering Various Locations of Steam Heaters. Energies, 2020, 13(6), 1467. (SCI)
[73] Zhuang, Y., Zhang, L., Liu, L., Du, J.*, Shen, S. An Upgraded Superstructure-based Model for Simultaneous Synthesis of Direct Work and Heat Exchanger Networks. Chemical Engineering Research and Design, 2020, 159, 377-394. (SCI)
[72] Zhuang, Y., Yang, R., Zhang, L., Du, J.*, Shen, S. Simultaneous Synthesis of Sub and Above-ambient Heat Exchanger Networks including Expansion Process Based on an Enhanced Superstructure Model. Chinese Journal of Chemical Engineering, 2020, 28(5), 1344-1356. (SCI)
[71] Zhou, C., Zhuang Y.*, Zhang, L., Liu, L., Du, J., Shen, S. A novel pinch-based method for process integration and optimization of Kalina Cycle. Energy Conversion and Management, 2020, 209, 112630. (SCI)
[70] Wang, C., Zhuang, Y., Liu, L., Zhang, L., Du, J.* Control of energy-efficient extractive distillation configurations for separating the methanol/toluene azeotrope with intermediate-boiling entrainer, Chemical Engineering and Processing – Process Intensification, 2020, 149, 107862. (SCI)
[69] Sun, X., Liu, L.*, Zhuang, Y., Zhang, L., Du, J. Heat Exchanger Network Synthesis Integrated with Compression-Absorption Cascade Refrigeration System, Processes, 2020, 8(2), 210. (SCI)
[68] Chai, S., Liu, Q., Liang, X., Guo, Y., Zhang, S., Xu, C., Du, J., Yuan, Z., Zhang, L.*, Gani, R.* A Grand Product Design Model for Crystallization Solvent Design, Computers & Chemical Engineering, 2020, 135, 106764. (SCI)
[67] Wang, C., Zhuang, Y., Liu, L., Zhang, L., Du, J.*, Zhang, Z. Design and control of a novel side-stream extractive distillation column for separating methanol-toluene binary azeotrope with intermediate boiling entrainer, Separation and Purification Technology, 2020, 239, 116581. (SCI)
[66] Zhang, X., Zhang, L., Fung, K. Y., Bakshi, B. R., Ng, K. M.* Sustainable Product Design: A Life-Cycle Approach, Chemical Engineering Science, 2020, 217, 115508. (SCI)
[65] Zhang, L.*, Mao, H., Liu, Q., Gani, R.* Chemical Product Design – Recent Advances and Perspectives, Current Opinion in Chemical Engineering, 2020, 27, 22-34. (SCI)
[64] Yang, R., Zhuang, Y., Zhang, L., Du, J.*, Shen, S. A Thermo-economic Multi-objective Optimization Model for Simultaneous Synthesis of Heat Exchanger Networks Including Compressors, Chemical Engineering Research and Design, 2020, 153, 120-135. (SCI)
2019:
[63] Pang, J., Zhang, L.*, Liu, L., Du, J., Zhuang, Y. Integrated Process-Product Design based on COSMO-SAC model: Application to the Production of 2,2,4-Trimethyl-1,2-H-Dihydroquinoline (TMQ), Chemical Engineering Transactions, 2019, 76, 1183-1188. (CPCI)
[62] Li, C., Liu, L., Zhang, L., Gu, S., Du, J.* Simultaneous Synthesis of Controllable Heat Exchanger Networks, Chemical Engineering Transactions, 2019, 76, 739-744. (CPCI)
[61] Li, W., Zhuang, Y., Liu, L., Zhang, L., Du, J.* Economic, Exergy, Environmental (3E) Analysis of Methanol Production from Shale Gas, Chemical Engineering Transactions, 2019, 76, 655-660. (CPCI)
[60] Zhuang, Y., Liu, L., Zhang, L., Du, J.*, Shen, S. An Efficient Sequential Approach for Work-Heat Exchange Networks Synthesis Combined with Meta-Heuristic Strategies, Chemical Engineering Transactions, 76, 583-588. (CPCI)
[59] Sun, X., Liu, L., Sheng, Y., Zhang, L., Du, J.* Heat Exchanger Network Synthesis with Absorption Refrigeration Cycle Integrated Considering the Optimization of Operating Condition, Chemical Engineering Transactions, 2019, 76, 301-306. (CPCI)
[58] Sheng, Y., Liu, L.*, Zhang, L., Du, J. Simultaneous Synthesis of Heat Exchanger Network and Utility System Considering Inter- and Inner-stage Heaters, Chemical Engineering Transactions, 2019, 76, 295-300. (CPCI)
[57] Yang, R., Zhuang, Y., Zhang, L., Liu, L., Du, J.* Enhanced Superstructure-based Model for Synthesis of Sub-ambient Heat Exchanger Networks with Expansion Process, Chemical Engineering Transactions, 2019, 76, 289-294. (CPCI)
[56] Zhang, S., Tao, R., Liu, L.*, Zhang, L., Du, J. Economic and Environmental Optimisation Framework for Carbon Capture Utilisation and Storage Supply Chain, Chemical Engineering Transactions, 2019, 76, 1-6. (CPCI)
[55] 王璐, 毛海涛, 张磊*, 刘琳琳, 都健. 基于反向机器学习的调香设计方法. 化工学报, 2019, 70(12), 4722-4729. (EI, 第十七届中国化工学会信息技术应用专业委员会年会优秀论文)
[54] Liu, Q., Zhang, L., Tang, K., Feng, Y., Zhang, J., Zhuang, Y., Liu, L., Du, J.* Computer-aided reaction solvent design considering inertness using group contribution-based reaction thermodynamic model, Chemical Engineering Research and Design, 2019, 152, 123-133. (SCI)
[53] Zhang, X., Zhou, T., Zhang, L., Feng, K. Y., Ng, K. M.* Food product design: A hybrid machine learning and mechanistic modeling approach, Industrial & Engineering Chemistry Research, 2019, 58(36), 16743-16752. (SCI)
[52] Liang, X., Zhang, X., Zhang, L.*, Liu, L., Du, J., Zhu, X., Ng, K. M. Computer-aided polymer design: Integrating group contribution and molecular dynamics, Industrial & Engineering Chemistry Research, 2019, 58(34), 15542-15552. (SCI)
[51] Zhang S., Zhuang, Y., Liu, L.*, Zhang, L., Du, J. Risk management optimization framework for the optimal development of carbon capture and storage system under uncertainty. Renewable and Sustainable Energy Reviews, 2019, 113, 109280. (SCI)
[50] Liu, L., Bai, Y., Zhang, L., Gu, S., Du, J.* Synthesis of flexible heat exchanger networks considering gradually accumulated deposit and cleaning management. Industrial & Engineering Chemistry Research, 2019, 58(27), 12124-12136. (SCI, Supplementary Cover)
[49] Li, W., Zhuang, Y., Zhang, L., Liu, L., Du, J.* Economic evaluation and environmental assessment of shale gas dehydration process. Journal of Cleaner Production, 2019, 232, 487-498. (SCI)
[48] Zhang, X., Zhang, L., Fung, K. Y., Ng, K. M.* Product Design: Incorporating Make-or-buy Analysis and Supplier Selection. Chemical Engineering Science, 2019, 202, 357-372. (SCI)
[47] 杨蕊, 庄钰, 刘琳琳, 张磊, 都健*. 功热交换网络综合的研究进展, 化工进展, 2019, 38(6), 2550-2557. (EI)
[46] Liu, Q., Zhang, L.*, Liu, L., Du, J., Meng, Q., Gani, R. Computer-aided reaction solvent design based on transition state theory and COSMO-SAC. Chemical Engineering Science, 2019, 202, 300-317. (SCI)
[45] Zhuang, Y., Liu, L., Zhang, L., Du, J.*, Shen, S. An Extended Superstructure Modeling Method for Simultaneous Synthesis of Direct Work Exchanger Networks. Chemical Engineering Research and Design, 2019, 144, 258-271. (SCI)
[44] 刘奇磊, 冯锟, 刘琳琳, 都健, 孟庆伟, 张磊*. 基于Dragon描述符与改进的决策树-遗传算法的反应溶剂设计方法. 化工学报, 2019, 70(2), 535-540. (EI)
[43] 梁馨元, 张磊*, 刘琳琳, 都健. 基于分子动力学的橡胶聚合物计算机辅助设计方法. 化工学报, 2019, 70(2), 525-532. (EI)
[42] 王少靖, 刘琳琳, 张磊, 都健*, 吴恺艺. 集成NGL回收的新型天然气液化系统(AP-XTM)的概念设计与分析. 化工学报, 2019, 70(2), 508-515. (EI)
[41] 吴长昊, 刘琳琳*, 张磊, 都健. 采用两种中间介质的工业园区厂际余热集成. 化工学报, 2019, 70(2), 431-439. (EI, 封面文章)
[40] 郭孝正, 刘琳琳*, 张磊, 都健. 基于截断器半连续操作的间歇过程性质集成. 化工学报, 2019, 70(2), 516-524. (EI)
[39] Li, W., Zhuang, Y., Liu, L., Zhang, L., Du, J.* Economic Evaluation and Environmental Assessment of Shale Gas Sweetening Process, Chemical Engineering & Technology, 2019, 42(4), 753-760. (SCI)
[38] Gu, S., Liu, L., Zhang, L., Bai, Y., Du, J.* Optimization-based Framework for Designing Dynamic Flexible Heat Exchanger Networks, Industrial & Engineering Chemistry Research, 2019, 58(15), 6026-6041. (SCI, Supplementary Cover)
[37] Liu, Q. Zhang, L.*, Liu, L., Du, J., Tula, A. K., Eden, M., Gani, R. OptCAMD: An Optimization-Based Framework and Tool for Molecular and Mixture Product Design, Computers & Chemical Engineering, 2019, 124, 285-301. (SCI)
2018:
[36] Zhang, S., Liu, L.*, Zhang, L., Zhuang, Y., Du, J.* (2018). An optimization model for carbon capture utilization and storage supply chain: A case study in Northeastern China, Applied Energy, 231, 194-206. (SCI)
[35] Li, W., Liu, L., Zhang, L., Meng, Q., Du, J.* (2018). Optimization of Shale Gas Sweeting Process Coupling with Claus Process Based on Energy Synthesis, Chemical Engineering Transactions, 70, 1027-1032. (EI)
[34] San, H., Meng, Q., Liu, L., Zhang, L., Du, J.* (2018). Creative Optimization and Industrial Research of Freeze Drying Process of the Cardiomyopeptidin for Injection, Chemical Engineering Transactions, 70, 1201-1206. (EI)
[33] Zhang, S., Liu, L., Zhang, L., Meng, Q., Du, J.* (2018). Optimal Planning for Regional Carbon Capture and Storage Systems under Uncertainty, Chemical Engineering Transactions, 70, 1207-1212. (EI)
[32] Liu, Q., Zhang, L.*, Liu, L., Du, J., Liang, X., Mao, H., Meng, Q. (2018). GC-COSMO based Reaction Solvent Design with New Kinetic Model using CAMD. In Computer Aided Chemical Engineering (Vol. 44, pp. 235-240). Elsevier. (CPCI)
[31] Kalakul, S., Zhang, L., Choudhury H., Elbashir, N. O., Eden M.*, Gani, R. (2018). ProCAPD – A Computer-Aided Model-Based Tool for Chemical Product Design and Analysis. In Computer Aided Chemical Engineering (Vol. 44, pp. 469-474). Elsevier. (CPCI)
[30] Zhuang, Y., Zhang, L., Liu, L., Meng, Q., Du, J.* (2018). Simultaneous Synthesis of WHEN Based on Superstructure Modelling Considering Thermodynamic and Economic Factors. In Computer Aided Chemical Engineering (Vol. 44, pp. 1033-1038). Elsevier. (CPCI)
[29] Liu, L., Sheng, Y., Zhang, L., Du, J.*, Meng, Q. (2018). Water networks synthesis for industrial parks respecting to unpredictable scenarios. In Computer Aided Chemical Engineering (Vol. 44, pp. 1021-1026). Elsevier. (CPCI)
[28] Gu, S., Liu, L., Zhang, L., Bai, Y., Wang, S., Du, J.* (2018). Heat exchanger networks synthesis integrated with flexibility and controllability, Chinese Journal of Chemical Engineering, 27(7), 1474-1484. (SCI)
[27] Zhang, X., Zhang, L., Fung, K. Y., Rangaiah, G. P., Ng, K. M.* (2018). Product Design: Impact of Government Policy and Consumer Preference on Company Profit and Corporate Social Responsibility, Computers & Chemical Engineering, 118, 118-131. (SCI)
[26] Zhang, L.*, Kalakul, S., Liu, L., Elbashir, N. O., Du, J., & Gani, R. (2018). A Computer-Aided Methodology for Mixture-Blend Design. Applications to Tailor-Made Design of Surrogate Fuels, Industrial & Engineering Chemistry Research, 57 (20), pp 7008–7020. (SCI)
[25] Zhang, L.*, Mao, H., Liu, L., Du, J., & Gani, R. (2018). A machine learning based computer-aided molecular design/screening methodology for fragrance molecules, Computers & Chemical Engineering, 115, 295-308. (SCI)
[24] Kalakul, S., Zhang, L., Fang, Z., Choudhury, H. A., Intikhab, S., Elbashir, N., Eden, M. R., & Gani, R.* (2018). Computer aided chemical product design – ProCAPD and tailor-made blended products, Computers & Chemical Engineering, 116, 37-55. (SCI)
[23] Zhang, L., Fung, K. Y., Wibowo, C., & Gani, R.* (2018). Advances in Chemical Product Design. Reviews in Chemical Engineering, 34(3), 319-340 (SCI)
[22] Liu, L., Song, H., Zhang, L., & Du, J.* (2018). Heat-integrated water allocation network synthesis for industrial parks with sequential and simultaneous design. Computers & Chemical Engineering, 108, 408-424. (SCI, Most downloaded article)
[21] 李伟达, 刘琳琳, 张磊, 王少靖, 都健.* (2018). 基于灵敏度分析的页岩气净化流程的模拟与优化,化工学报, 69(3), 1008-1013. (EI, 第十六届中国化工学会信息技术应用专业委员会年会优秀论文)
[20] 张磊*, 刘琳琳, 都健. (2018). 替代燃油的计算机辅助设计方法, 化工进展, 37(6), 2437-2443. (EI)
2017:
[19] Zhuang, Y., Liu, L., Zhang, L., & Du, J.* (2017). Synthesis of indirect work exchange networks considering both isothermal and adiabatic process together with exergy analysis. Chinese Journal of Chemical Engineering, 26(8), 1644-1652. (SCI)
[18] Zhang, L.*, Fung, K. Y., Zhang, X., Fung, H. K., & Ng, K. M. (2017). An integrated framework for designing formulated products. Computers & Chemical Engineering, 107, 61-76. (SCI, 2017 Best Paper Award)
[17] Zhuang, Y., Liu, L., Zhang, L., & Du, J.* (2017). Direct work exchanger network synthesis of isothermal process based on improved transshipment model. Journal of the Taiwan Institute of Chemical Engineers, 81, 295-304. (SCI)
[16] Zhuang, Y., Liu, L., Zhang, L., & Du, J.* (2017). Upgraded Graphical Method for the Synthesis of Direct Work Exchanger Networks. Industrial & Engineering Chemistry Research, 56(48), 14304-14315. (SCI)
[15] Bertran, M. O., Frauzem, R., Sanchez-Arcilla, A. S., Zhang, L., Woodley, J. M., & Gani, R.* (2017). A generic methodology for processing route synthesis and design based on superstructure optimization. Computers & Chemical Engineering, 106, 892-910. (SCI, Most Cited Computers & Chemical Engineering Article)
2016:
[14] Gani, R.*, Zhang, L., Kalakul, S., & Cignitti, S. (2016). Chapter 6 – Computer-Aided Molecular Design and Property Prediction. In Computer Aided Chemical Engineering (Vol. 39, pp. 153-196). Elsevier. (CPCI)
[13] Fung, K. Y., Ng, K. M.*, Zhang, L., & Gani, R. (2016). A grand model for chemical product design. Computers & Chemical Engineering, 91, 15-27. (SCI)
[12] Zhang, L., Babi, D. K., & Gani, R.* (2016). New vistas in chemical product and process design. Annual review of chemical and biomolecular engineering, 7, 557-582. (SCI)
[11] Garcia-Herreros, P., Zhang, L., Misra, P., Arslan, E., Mehta, S., & Grossmann, I. E.* (2016). Mixed-integer bilevel optimization for capacity planning with rational markets. Computers & Chemical Engineering, 86, 33-47. (SCI)
[10] Kalakul, S., Cignitti, S., Zhang, L., & Gani, R.* (2016). Chapter 3 – VPPD-Lab: the chemical product simulator. In Computer Aided Chemical Engineering (Vol. 39, pp. 61-94). Elsevier. (CPCI)
[9] Kalakul, S., Cignitti, S., Zhang, L., & Gani, R.* (2016). Integrated computer-aided framework for sustainable chemical product design and evaluation. In Computer Aided Chemical Engineering (Vol. 38, pp. 2343-2348). Elsevier. (CPCI)
[8] Bertran, M. O., Frauzem, R., Zhang, L., & Gani, R.* (2016). A generic methodology for superstructure optimization of different processing networks. In Computer Aided Chemical Engineering (Vol. 38, pp. 685-690). Elsevier. (CPCI)
Before 2016:
[7] Zhang, L., Cignitti, S., & Gani, R.* (2015). Generic mathematical programming formulation and solution for computer-aided molecular design. Computers & Chemical Engineering, 78, 79-84. (SCI)
[6] Cignitti, S., Zhang, L., & Gani, R.* (2015). Computer-aided framework for design of pure, mixed and blended products. In Computer Aided Chemical Engineering (Vol. 37, pp. 2093-2098). Elsevier. (CPCI)
[5] Zhang, L., Wang, H., Qiu, T., & Chen, B.* (2015). Simulation and Optimization of Multi-period Steam Cracking Process. In Advances in Petrochemicals. InTech.
[4] Zhang, L., & Chen, B.* (2012). Applications of Shannon’s entropy theory to naphtha pyrolysis simulation. Chemical Engineering & Technology, 35(2), 281-286. (SCI)
[3] Zhang, L., Chen, B.*, & Qiu, T. (2012). A multi-scale model of naphtha pyrolysis process. In Computer Aided Chemical Engineering (Vol. 31, pp. 120-124). Elsevier. (CPCI)
[2] 彭辉, 张磊, 邱彤*, 陈丙珍. (2011). 乙烯裂解原料等效分子组成的预测方法. 化工学报, 62(12), 3447-3451. (EI)
[1] 张磊, 陈丙珍*, 邱彤. (2011). 基于PCA的反应网络简化策略. 化工学报, 62(1), 137-141. (EI)
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