个人信息Personal Information
副教授
博士生导师
硕士生导师
主要任职:Associate Professor
性别:男
毕业院校:美国威斯康星大学麦迪逊分校
学位:博士
所在单位:化工学院
办公地点:大连理工大学西部校区化工实验楼D座317室
电子邮箱:yachaodong@dlut.edu.cn
个人简介Personal Profile
董亚超,大连理工大学,化工学院,副教授,博士生导师,硕士生导师。
Email: yachaodong@dlut.edu.cn
ORCID: http://orcid.org/0000-0002-6990-7327
教育经历:
2011.09-2017.05,University of Wisconsin-Madison(美国威斯康星大学麦迪逊分校),化学工程,博士;
2007.09-2011.06,浙江大学,控制科学与工程,学士。
科研与学术工作经历:
2020.09-至今,大连理工大学,化工学院,副教授;
2017.06-2020.05,Tufts University(美国塔弗茨大学),化学与生物工程系,博士后。
科研简介:
研究方向为智能化工系统工程,研究内容包括不同尺度的过程系统模拟、集成、控制及优化等,研究特长为数据驱动的智能建模及优化。主持国家自然科学基金项目、中央高校基本科研业务、企业横向项目等;参与国家重点研发计划、辽宁省科技创新重大专项等。在国内外学术期刊发表学术论文三十余篇(SCI收录35篇,10篇为一作,7篇为通讯),15篇发表于化工三大期刊的AIChE Journal, Chemical Engineering Science, Industrial & Engineering Chemistry Research。参加国际会议并做口头报告十余次,获美国化工年会最佳报告奖。担任AIChE J、I&ECR、CES、CCE等学术期刊审稿人。在与辉瑞、默克、普莱克斯、大连华阳百科、烟台泰和新材等公司合作中取得了诸多应用性成果。教学方面,主讲《智能化工》《化工过程分析与合成》(含国际班)《化工原理》等。
代表性论文:
[1] Meng, Jiaqi; Wang, Chao; Bai, Yunhai; Dong, Yachao*; Du, Jian; Automatic Design of Extractive Distillation Sequence for a Multicomponent Azeotropic System. Industrial & Engineering Chemistry Research, 2024, 11, 1080. (化工三大期刊,内封面)
[2] Meng, Jiaqi; Li, Chengbo; Tao, Jin; Li, Yi; Tong, Yi; Wang, Yu; Zhang, Lei; Dong, Yachao*; Du, Jian*; RNN-LSTM-Based Model Predictive Control for a Corn-to-Sugar Process. Processes, 2023, 11, 1080.
[3] Xing, Yafeng; Dong, Yachao*; Zhou, Wenjin; Du, Jian; Meng, Qingwei*; Optimization-based simultaneous modelling of stoichiometries and kinetics in complex organic reaction system. Chemical Engineering Science, 2023, 276, 118758. (化工三大期刊)
[4] Dong, Yachao*; Yang, Ting; Xing, Yafeng; Du, Jian; Meng, Qingwei; Data-driven modeling methods and techniques for pharmaceutical processes. Processes, 2023, 11, 2096.
[5] Dong, Yachao; Georgakis, Christos; Santos-Marques, Jacob; Du, Jian; Dynamic response surface methodology using Lasso regression for organic pharmaceutical synthesis. Frontiers of Chemical Science and Engineering, 2022, 45307.
[6] Xing, Yafeng; Dong, Yachao*; Goergakis, Christos; Zhuang, Yu; Zhang, Lei; Du, Jian; Meng, Qingwei; Automatic data‐driven stoichiometry identification and kinetic modeling framework for homogeneous organic reactions. AIChE Journal, 2022, 68, e17713. (化工三大期刊)
[7] Gao, Jingxing; Liu, Linlin; Dong, Yachao*; Zhang, Lei; Zhuang, Yu; Du, Jian; Stochastic programming-based mathematical model and solution strategy for chemical production scheduling with processing time uncertainty. Computers & Chemical Engineering, 2022, 168, 108043. (本专业前十期刊)
[8] Dong, Yachao*; Maravelias, Christos T; Terminal inventory level constraints for online production scheduling. European Journal of Operational Research, 2021, 295, 102-117. (JCR运筹学一区)
[9] Dong, Yachao; Georgakis, Christos*; Mustakis, Jason; Han, Lu; McMullen, Jonathan P; Optimization of pharmaceutical reactions using the dynamic response surface methodology. Computers & Chemical Engineering, 2020, 135, 106778. (本专业前十期刊)
[10] Dong, Yachao; Georgakis, Christos*; Mustakis, Jason; McMullen, Jonathan P; New Time Sampling Strategy for the Estimation of the Parameters in DRSM Models. Industrial & Engineering Chemistry Research, 2020, 59, 12792-12800. (化工三大期刊)
[11] Dong, Yachao; Georgakis, Christos*; Mustakis, Jason; Hawkins, Joel M; Han, Lu; Wang, Ke; McMullen, Jonathan P; Grosser, Shane T; Stone, Kevin; Constrained version of the dynamic response surface methodology for modeling pharmaceutical reactions. Industrial & Engineering Chemistry Research, 2019, 58, 13611-13621. (化工三大期刊)
[12] Dong, Yachao; Georgakis, Christos*; Mustakis, Jason; Hawkins, Joel M; Han, Lu; Wang, Ke; McMullen, Jonathan P; Grosser, Shane T; Stone, Kevin; Stoichiometry identification of pharmaceutical reactions using the constrained dynamic response surface methodology. AIChE Journal, 2019, 65, e16726. (化工三大期刊)
[13] Dong, Yachao; Maravelias, Christos T*; Jerome, Norman F; Reoptimization framework and policy analysis for maritime inventory routing under uncertainty. Optimization and Engineering, 2018, 19, 937-976.
[14] Dong, Yachao; Maravelias, Christos T*; Pinto, Jose M; Sundaramoorthy, Arul; Solution methods for vehicle-based inventory routing problems. Computers & Chemical Engineering, 2017, 101, 259-278. (本专业前十期刊)
[15] Velez, Sara; Dong, Yachao; Maravelias, Christos T*; Changeover formulations for discrete-time mixed-integer programming scheduling models. European Journal of Operational Research, 2017, 260, 949-963. (JCR运筹学一区)
[16] Dong, Yachao; Pinto, Jose M; Sundaramoorthy, Arul; Maravelias, Christos T*; MIP model for inventory routing in industrial gases supply chain. Industrial & Engineering Chemistry Research, 2014, 53, 17214-17225. (化工三大期刊)