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System and market operations

Our current research focuses on optimization, data analytics, and electricity market issues in transmission systems.

1. K. Mestav and Lang Tong
   Learning the Unobservable: High-Resolution State Estimation via Deep Learning
   Proc. 57th Annual Allerton Conf. Communications, Control, and Computing, Sept 24-27, 2019
   
   
2. Y. Guo and Lang Tong
   Pricing multi-period economic dispatch under uncertainty
   Proc. 56th Annual Allerton Conf. Communications, Control, and Computing, Oct, 2018
   
   
3. S. Baltaoglu, L. Tong, and Q. Zhao
   Algorithmic Bidding for Virtual Trading in Electricity Markets
   IEEE Transactions on Power Systems, (Early access) August, 2018.
   See earlier versions at arXiv
   
   
4. Ye Guo, Y. Ji, and Lang Tong
   Generalized coordinated transaction scheduling: a market approach to seamless interfaces
   IEEE Transactions on Power Systems, vol 33, no. 4, July 2018
   See earlier versions at arXiv
   
   
5. Ye Guo, Subhonmesh Bose, and Lang Tong
   On robust tie-line scheduling in multi-area power systems
   IEEE Transactions on Power Systems, vol PP, no. 99, December 2017
   See earlier versions at arXiv
   
   
6. Weisi Deng, Yuting Ji, and Lang Tong
   Probabilistic forecasting and simulation of electricity markets via online dictionary learning
   Proc the 50th Hawaii International Conf on System Sciences, January 4-7, 2017.
   Best paper award. See an earlier version on arXiv.
   
   
7. Ye Guo, Lang Tong, Wenchuan Wu, Boming Zhang, Hongbin Sun
   Coordinated multi-area economic dispatch via critical region projection
   IEEE Transactions on Power Systems, vol 32, no. 5, September 2017.
   See an earlier version on arXiv.
   
   
8. Y. Ji, L. Tong, and R. J. Thomas
   Probabilistic forecast of real-time LMP and network congestion
   IEEE Transactions on Power Systems, vol. 32, issue 2, pp. 831 - 841, March 2017
   See an earlier version on arXiv.
   
   
9. Y. Ji, T. Zheng, and L. Tong,
   Stochastic interchange scheduling in the real-time electricity market
   IEEE Transactions on Power Systems, vol. 32, issue 3, pp. 2017 - 2027, May 2017.
   See an earlier version on arXiv.
   
   
10. Y. Ji and L. Tong,
    Multi-area interchange scheduling under uncertainty
    IEEE Transactions on Power Systems, vol. 33, no. 2, 1659 - 1669, March 2017.pp.
    See an earlier version on arXiv.
    
    
11. T. Routtenberg, Y. Xie, R. M. Willett, and L. Tong
    PMU based detection of imbalance in three phase power systems
    IEEE Transactions on Power Systems.vol. 30, no. 4, pp. 1966-1976, 2015
    See an earlier version on arXiv.
    
    
12. S. Vakili, L. Tong, and Q. Zhao
    Bayesian quickest short-term voltage instability detection in power systems
    Proc. IEEE Conf. Decision and Control (CDC) Dec, 2015
    
    
13. L. Jia, J. Kim, R. J. Thomas, and L. Tong
    Impact of data quality on real-time locational marginal price
    IEEE Transactions on Power Systems,vol. 29, no. 2, pp. 627-636, March 2014