诸葛亮

张磊(lei)

个人信息Personal Information

副教(jiao)授

硕(shuo)士生导师

性别:男

毕业院(yuan)校(xiao):清华大学

学(xue)位:博士

所在(zai)单位:化(hua)工(gong)学院

学科:化学工程(cheng)

办公地点:西部校区化工实验楼D408

电子邮箱:keleiz@liviaday.com

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个人简介Personal Profile

张磊    博士(shi)    副教(jiao)授    士生导师  硕士生(sheng)导师


Email: keleiz@liviaday.com

专业:化学工程

地(di)址:辽宁(ning)省大(da)连市大(da)连理工(gong)大(da)学(xue)西部校区化工(gong)实验楼D408

ORC ID: 


近期新闻


·  

·   硕士生毛海涛获得2020年度大连理工大学优秀硕士学位论文

·   硕士生(sheng)王文(wen)龙(long)在第二届(jie)过程模(mo)拟与仿真学术会议上获得优秀学生(sheng)报告奖(jiang)

·   大连理工大学张磊获得首届过程系统工程青年科技奖

·   硕士生王(wang)璐获得第十七届中国化工学会信息技术应用专(zhuan)业委(wei)员会年会优秀论文

·   [more]


研(yan)究团队


博士(shi)后:

(1)刘奇磊

博士(shi)生:

(1)柴士阳;(2)赵雨靓

硕(shuo)士生:

(1)王璐;(2)郭雯静;(3)覃渫兰;(4)王文龙;(5)齐书平;(6)车昕昊;(7)吴心远;(8)唐坤;(9)徐晨阳;(10)向晟

已毕业:

(1)梁馨元(硕士,2019P&G(2)毛海涛(硕士,2020,大连理工大学优秀硕士学位论文,Dow)(3)庞俊卿(硕士,2020,烟台万华)(4)仪桐辛(硕士,2021,东方电气)(5)赵红庆(硕士,2021,比亚迪)(6)刘奇磊(博士,2021,大连理工大学)


教育科研经历


·   2005.9~2009.7  清华大学化学工程系    本科

·   2009.9~2014.7  清华大学化学工程系    博士(导师:陈丙(bing)珍 院士 )

·   2013.8~2014.2  卡(ka)内基梅隆大学化(hua)工(gong)系 访问学者(导师(shi):Prof. Ignacio E. Grossmann

·   2014.9~2015.12 丹麦技术大学化工系   博(bo)士后(导师(shi):Prof. Rafiqul Gani

·   2016.1~2017.2  香港科技(ji)大学化工系    博士后(导(dao)师(shi):吴嘉(jia)名(ming) 教授 )

·   2017.3~至今(jin)    大连理(li)工大学化工学院  副教授


研究方向(xiang)


·   化(hua)工(gong)过程与(yu)产品设(she)计

·   化工(gong)过程优(you)化

·   多(duo)尺度模(mo)型建模(mo)与求解

·   能量系(xi)统(tong)优化


科研情况(kuang)


张磊,大连理工大学化工系统工程研究所副教授,博士生导师、硕士生导师。研究工作获首届过程系统工程青年科技奖Computers & Chemical Engineering期刊2017Best Paper Award国内首位)、大连理工大学第五批星海骨干。任Current Opinion in Chemical EngineeringIF = 4.088)客座编委、中(zhong)国(guo)(guo)系统工程(cheng)学(xue)会(hui)过(guo)程(cheng)系统工程(cheng)专(zhuan)业委员会(hui)委员。获(huo)国(guo)(guo)家自然(ran)科(ke)学(xue)基金(jin)面上项目(mu)1项、青年项目1项(xiang),主持3项企业项目。发表论文111篇(pian),被引1000次,H-index15Google学术)。6次受邀重要学术会议Keynote报告,连续多年任欧洲计算机辅助过程工程会议(ESCAPE)学(xue)术委(wei)员会委(wei)员、中(zhong)国过程系统工程年会分会场主席。是ACS Sustainable Chemistry & EngineeringAIChE JournalChemical Engineering ScienceIndustrial & Engineering Chemistry Research等知名杂志审稿人(ren)。教学方(fang)面,主讲《化工(gong)过程(cheng)分析与合(he)成》(含(han)国(guo)际(ji)班)(32学时)(获批(pi)教育部首批(pi)国家级一流本(ben)科课程(4/5))、《化工原理B》(40+32学时)、《化工过程(cheng)与设(she)备课程(cheng)设(she)计1》(48学时),是全(quan)国石油(you)和化工教育优秀教学团队(dui)成员(11/14)、获中(zhong)国石油和化工(gong)教育(yu)教学优秀成果二等奖(jiang)(11/11)。


科研项目


·   基于反应动力学机理模型的制药过程反应溶剂设计方法研究(22078041), 2021.1~2024.12, 国家自(zi)然科(ke)学(xue)基金面(mian)上项目主(zhu)持在(zai)研

·   基于分子动力学的高性能聚合物分子设计方法研究(DUT20JC41), 2020.1~2021.12, 中央(yang)高(gao)校(xiao)基(ji)本科研业务费(fei)主持在(zai)研

·   基于晶体生(sheng)长机理(li)模(mo)型的制药过程结晶溶(rong)剂设计方法研究(21808025), 2019.1~2021.12, 国家自然(ran)科学基金青年项目, 主(zhu)持, 在研

·   功能性化工产品设计方法研究(DUT17RC(3)008), 2017.3~2018.12, 中央高校基本科研业(ye)务费, 主持, 已结题(ti)

·   量子(zi)化学计算(suan)及高(gao)通量筛选方法下的溶剂筛选和优化, 2021.1~2021.12, 企业合作(zuo)项(xiang)目主持在研(yan)

·   基于大数据的玉米深加工工艺模拟优化系统开发, 2019.8~2021.8, 企业(ye)合作(zuo)项目主持在研

·   万(wan)吨级促进剂MBT连续(xu)化生产精(jing)制溶剂选择与过程设(she)计, 2018.4~2019.1, 企业合作项目, 主持, 在研

·   促进剂MBT连续化精制溶(rong)剂优化选(xuan)择与分离过程设计, 2018.12~2019.4, 企业合(he)作项目, 主持, 在(zai)研

·   《化工过程分析与合成》数字课程(ISBN:978-7-89510-343-6, 2018.7~2018.12, 大连理工大学教材建设出版基金项目, 主持, 已结题(ti)


获得(de)奖励


·  2020 辽宁(ning)省(sheng)普通高等(deng)教育(本科)教学成果一(yi)等(deng)奖(11/11

·  2020 首批国家级一流本科课程“化工(gong)过程分析与合成(cheng)”团队主要成(cheng)员(yuan)(4/5

·  2020 中国石油和化工教育教学优秀成果(guo)二等奖(11/11

·  2019 “全国石油(you)和化(hua)工教育(yu)优秀教学团队(dui)”成员(11/14

·   2019 过程系统(tong)工(gong)程青年(nian)科技奖(jiang)

·   2019 2019年中国过程系统(tong)工程年会(PSE2019)优秀论文二等奖

·   2019 第(di)十七届中国化工学(xue)会(hui)信息技(ji)术应(ying)用专业委员(yuan)会(hui)年会(hui)优秀论(lun)文

·   2019 Best Student Presentation in SCPPE 2019 International Conference (Supervisor)

·   2017 Best Paper Award of Journal Computers & Chemical Engineering []

·   2017 第十六(liu)届中国(guo)化工学(xue)会信息技术应用专业委员会年会优(you)秀论文

·   2015 Outstanding reviewer of Journal Computers & Chemical Engineering


社会兼职


·   Editorial board of Journal Discover Chemical Engineering []

·   Guest editor of Journal Current Opinion in Chemical Engineering []Frontiers in Chemical Engineering []

·   第十(shi)七届中(zhong)国化工学会(hui)(hui)信息技术应(ying)用(yong)专业委员会(hui)(hui)年会(hui)(hui)组委会(hui)(hui)成员

·   Expert consultant of PSE for SPEED Company 

·  中(zhong)国系统工(gong)程学会(hui)过程系统工(gong)程专业委员会(hui)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(hua)工学会医药化(hua)工专业委(wei)员会委(wei)员

·   中国系统工程学会会员(yuan)

·   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 & EngineeringACS CatalysisAIChE JournalChemical Engineering Science, Industrial & Engineering Chemistry Research, Computers & Chemical EngineeringReviews in Chemical Engineering, Current Opinion in Chemical Engineering, etc.


口头报告


·   张磊结合计(ji)算化(hua)学与机器学习的产品设计(ji)方法, 2020年(nian)中国过(guo)程(cheng)系统工程(cheng)年(nian)会重庆, 2020年(nian)1113-15. (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(xin)元,张磊*,刘(liu)琳(lin)琳(lin),都健基于分(fen)子动力学的橡胶聚(ju)合物计(ji)算机辅助设计(ji)方法. 2018年中国过程系统(tong)工(gong)程年会青海,西宁. 2018822-24. (Keynote presentation)

·   刘奇磊,冯锟,刘琳琳,都健(jian),孟(meng)庆(qing)伟(wei),张磊*基于(yu)Dragon描(miao)述符与改进的决策树遗传算法(fa)的(de)反应溶剂设计方法(fa). 2018年(nian)中(zhong)国(guo)过程系统(tong)工程年(nian)会青海(hai),西宁. 2018年(nian)822-24. (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)


发(fa)表论(lun)文(wen)


2022:

[111] 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:

[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. (SCI, Accepted)

[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(ding)刘琳琳都健(jian)基于模型(xing)的化工产品(pin)设计方法—综述与展(zhan)望化工(gong)进(jin)展, 2021. (EI) []

[96] 赵红庆刘(liu)奇磊(lei)张磊*, 董(dong)亚超(chao)都(dou)健(jian)考虑选择性和反(fan)应速(su)率的多目标(biao)制(zhi)药(yao)反(fan)应溶剂设(she)计化工学报(bao), 2021, 72(3), 1465-1472. (EI, 封面文章) []

[95] 仪桐辛张(zhang)磊*, 都健吸收(shou)式热(re)泵循环的新型有机(ji)(ji)工(gong)质对计(ji)算(suan)机(ji)(ji)辅助分子设计(ji)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. 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. (SCISupplementary 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(qi)磊梁(liang)馨元张颂郭(guo)彦锁徐承秋张磊都健(jian)*, 袁志(zhi)宏(hong)计(ji)算机(ji)辅助高纯2-巯基苯并(bing)噻唑结(jie)晶(jing)溶剂设计方法(fa)清华(hua)大学学报(自(zi)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 Management2020, 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(lin)琳(lin)张磊顾偲(si)雯(wen)都健*. 不确定性(xing)下基于多(duo)工况优化(hua)的(de)可(ke)控性(xing)换热器(qi)网络综(zong)合化工(gong)学报(bao), 2020, 71(3), 1154-1162. (EI, 2019年(nian)中(zhong)国过(guo)程系统工程年(nian)会优秀论文二等(deng)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 Science2020, 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(hai)涛, 张(zhang)磊(lei)*, 刘(liu)琳琳, 都健. 基于(yu)反向机(ji)器学习(xi)的调香(xiang)设(she)计方法. 化(hua)工学报, 2019, 70(12), 4722-4729. (EI, 第十七届中国(guo)化工学(xue)会(hui)信息(xi)技术应用专业(ye)委(wei)员会(hui)年会(hui)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(yu), 刘琳琳, 张磊(lei), 都健*. 功热交换网络(luo)综合的研究进展(zhan), 化工进展(zhan), 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(liu)奇磊, 冯锟, 刘琳琳, 都(dou)健, 孟庆伟, 张(zhang)磊(lei)*. 基于(yu)Dragon描(miao)述符(fu)与改进的决策树(shu)-遗传算法的反(fan)应溶剂设计(ji)方(fang)法. 化工学报, 2019, 70(2), 535-540. (EI)

[43] 梁馨元, 张磊*, 刘琳琳, 都健(jian). 基于(yu)分子动力学的橡胶聚合物计算(suan)机(ji)辅助设计方(fang)法化工学报, 2019, 70(2), 525-532. (EI)

[42] 王少靖, 刘琳(lin)琳(lin), 张磊(lei), 都健*, 吴恺艺. 集成(cheng)NGL回收的新型天然气液化系统(AP-XTM)的概念(nian)设(she)计与(yu)分析. 化工学报(bao), 2019, 70(2), 508-515. (EI)

[41] 吴长昊, 刘琳琳*, 张磊, 都健. 采用两种中间(jian)介质的工业园区厂际余热(re)集(ji)成. 化工学报(bao), 2019, 70(2), 431-439. (EI, 封面文章)

[40] 郭孝正, 刘琳琳*, 张(zhang)磊(lei), 都(dou)健. 基(ji)于截断器半连续操(cao)作的间歇过(guo)程性质集成. 化(hua)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(wang)少(shao)靖, 都健.* (2018). 基于灵敏度分(fen)析的页(ye)岩气净化流程的模拟(ni)与优化,化工学报(bao), 69(3), 1008-1013. (EI, 第十六届中国化工学会(hui)信息技术应用专(zhuan)业(ye)委员会(hui)年会(hui)优秀(xiu)论文)

[20] 张磊*, 刘琳琳, 都(dou)健. (2018). 替代燃油(you)的计算机辅助(zhu)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(peng)辉, 张磊, 邱彤*, 陈丙珍. (2011). 乙(yi)烯(xi)裂解原料等效分子组成(cheng)的(de)预测方法. 化(hua)工学(xue)报(bao), 62(12), 3447-3451. (EI)

[1] 张磊, 陈丙珍(zhen)*, 邱彤. (2011). 基于PCA的反应网(wang)络简化策略. 化工(gong)学报, 62(1), 137-141. (EI)


软件著作权


[3] OptCAMD2高(gao)通量化工分子性质预测及产(chan)品设(she)计软件(2021SR0987620), 2021.6.15.

[2] RetroSynX分子逆合(he)成路径设计软件(jian)(2020SR1257999), 2020.7.14.

[1] OptCAMD基于数学优化模型(xing)的(de)高(gao)通(tong)量化工分子产品设计(ji)软(ruan)件(2019SR0734574), 2019.01.08.

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