Li, Xiang - Queen's University - Department of Chemical Engineering

个人简介

Education B.Eng. in Industrial Automation, 2000, Zhejiang University, China M.Eng. in Systems Engineering, 2003, Zhejiang University, China Ph.D. in Chemical Engineering, 2009, McMaster University, Canada Post-Doctoral Associate, 2009-2011, Process Systems Engineering Laboratory, MIT, USA Teaching CHEE 222 CHEE 827 CHEE 927 Funding NSERC DuPont SARC Research Interests

研究领域

My research goal is to develop new theory, technology and software tools to design, operate and control large-scale nonlinear engineering systems under uncertainty. The research will focus on the applications to energy and environment related problems for efficiency and sustainability. My current research interests include: Optimal energy network design Production planning, scheduling, and supply chain management Mixed-integer programming, nonconvex optimization Optimiazation under uncertainty

近期论文

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Ogbe, E. and X. Li*, "A new cross decomposition method for stochastic mixed-integer linear programming", European Journal of Operational Research, DOI: 10.1016/j.ejor.2016.08.005, 2016. Li, D. and X. Li*, Domain reduction for Benders decomposition based global optimization", Computers & Chemical Engineering 93, 248–265, 2016. Li, D. and X. Li*, "A new optimization model and a customized solution method for natural gas production network design and operation", AIChE Journal, DOI: 10.1002/aic.15428, 2016 Li, X., A. Tomasgard and P. I. Barton*, "Natural gas production network infrastructure development under uncertainty", Optimization and Engineering, DOI: 10.1007/s11081-016-9322-5, 2016. McLean, K., E. Ogbe and X. Li*, "Novel formulation and efficient solution strategy for strategic optimization of an industrial chemical supply chain under demand uncertainty", The Canadian Journal of Chemical Engineering 93, 971-985, 2015. Li, X. and P. I. Barton*, "Optimal design and operation of energy systems under uncertainty", Journal of Process Control 30, 1-9, 2015. McLean, K. and X. Li*, "Robust scenario formulations for strategic supply chain optimization under uncertainty," Industrial & Engineering Chemistry Research 52, 5721-5734, 2013. Li, X.*, "Parallel nonconvex generalized Benders decomposition for natural gas production network planning under uncertainty," Computers & Chemical Engineering 55, 97-108, 2013. Sundaramoorthy, A, X. Li, J. M. B. Evans, and P. I. Barton*, "Capacity planning under clinical trials uncertainty in continuous pharmaceutical manufacturing, 2: Solution method," Industrial & Engineering Chemistry Research 51, 42, 13703-13711, 2012. Chen, Y., X. Li, T. A. Adams and P. I. Barton*, "Decomposition strategy for the global optimization of flexible energy polygeneration systems," AIChE Journal 58, 10, 3080-3095, 2012. Li, X., Y. Chen and P. I. Barton*, "Nonconvex generalized Benders decomposition with piecewise convex relaxations for global optimization of integrated process design and operation problems," Industrial & Engineering Chemistry Research 51, 21, 7287-7299, 2012. Li, X., A. Tomasgard and P. I. Barton*, "Decomposition strategy for the stochastic pooling problem," Journal of Global Optimization 54, 4, 765-790, 2012. Li, X., A. Tomasgard and P. I. Barton*, "Nonconvex generalized Benders decomposition for stochastic separable mixed-integer nonlinear programs," Journal of Optimization Theory and Applications 151, 3, 425-454, 2011. Li, X. and T. E. Marlin*, "Model predictive control with robust feasibility," Journal of Process Control 21, 3, 415-435, 2011. Li, X., E. Armagan, A. Tomasgard and P. I. Barton*, "Stochastic pooling problem for natural gas production network design and operation under uncertainty," AIChE Journal 57, 8, 2120-2135, 2011. Li, X. and T. E. Marlin*, "Robust supply chain performance via model predictive control," Computers & Chemical Engineering 33, 12, 2134-2143, 2009. Li, X., Z. Shao* and J. Qian, "Module-oriented automatic differentiation in chemical process systems optimization," Computers & Chemical Engineering 28, 9, 1551-1561, 2004. Shao, Z.*, X. Li and J. Qian, "Hybrid differentiation algorithm in chemical process system optimization," Journal of Chemical Industry and Engineering (China) 54, 10, 1397-1402, 2003. Li, X., Z. Shao* and J. Qian, "Polycondensation process optimization based on hybrid automatic differentiation," Journal of Chemical Industry and Engineering (China) 53, 11, 1111-1116, 2002. Li, X., W. Zhong and J. Qian*, "Automatic differentiation in chemical engineering process optimization," Acta Petrolei Sinica (Petroleum Processing Section, China) 17, 6, 79-83, 2001.