Publications

Publications

Most publications are available at Google Scholar . Thanks to my Ph.D. students and colleagues to derive/discover interesting ideas and results.

Selected publications

  • Y. Guan, K. Pan*, and K. Zhou*. Polynomial Time Algorithms and Extended Formulations for Unit Commitment Problems, IISE Transactions, 2018.
  • C. Zhao* and Y. Guan. Data-driven risk-averse stochastic optimization with Wasserstein metric, Operations Research Letters, 2018.
  • R. Jiang* and Y. Guan. Data-driven chance constrained stochastic program, accepted for publication, Mathematical Programming, 2015.
  • C. Zhao* and Y. Guan. Unified stochastic and robust unit commitment. IEEE Transactions on Power Systems, 28:3353-3361, 2013.
    • This paper unifies stochastic, robust, and interval optimization approaches to address uncertainties in power system operations, which can help achieve cost effectiveness while maintaining system reliability.
  • R. Jiang*, J. Wang and Y. Guan. Robust unit commitment with wind power and pumped storage hydro. IEEE Transactions on Power Systems, 27:800-810, 2012.
    • To the best of our knowledge (we might be mistaken. please correct us if it is not the case), this paper provides the first study on “two-stage” robust optimization to accommodate renewable generation uncertainty in power system operations.
  • R. Jiang*, M. Zhang, G. Li and Y. Guan. Two-stage network constrained robust unit commitment problem. European Journal of Operational Research, 234: 751–762, 2014. This paper is invited to be included in “Advances in Engineering,” which offers readers the depth and breadth of breaking news about the latest scientific discoveries.
    • To the best of our knowledge (we might be mistaken. please correct us if it is not the case), this paper provides the first study on “two-stage” robust optimization for power system operations (with the earliest draft available at optimization online in October 2009).
  • F. He, D.Wu, Y. Yin and Y. Guan. Optimal deployment of public charging stations for plug-in hybrid electric vehicles. Transportation Research Part B, 47:87-101, 2013. (2013 Top 25 hottest articles for the journal Transportation Research Part B: Methodological).
  • Y. Guan, S. Ahmed and G. L. Nemhauser. Cutting planes for multi-stage stochastic integer programs. Operations Research, 57: 287-298, 2009.

*: My students