Shimiao (Cindy) Li

PhD

Shimiao (Cindy) Li.

Shimiao (Cindy) Li

PhD

Shimiao (Cindy) Li

PhD

Specialty/Research Focus

Power system analysis, Smart grid, Situational awareness, Optimization, Detection, State estimation, Simulation

Biography Publications Research

Selected Publications

  • Shimiao Li. (2024) Exploiting sparse structures and synergy designs to advance situational awareness of electrical power grid.(Doctoral dissertation, Carnegie Mellon University).
  • Shimiao Li, Amritanshu Pandey, and Larry Pileggi. "Contingency analysis with warm starter using probabilistic graphical model." Electric Power Systems Research 234 (2024): 110737.
  • Amritanshu Pandey, Shimiao Li, and Larry Pileggi. "Combined transmission and distribution state-estimation for future electric grids." Power Systems Operation with 100% Renewable Energy Sources. Elsevier, 2024. 299-315.
  • Shimiao Li, Amritanshu Pandey, and Lawrence Pileggi. "A convex method of generalized state estimation using circuit-theoretic node-breaker model." IEEE Transactions on Power Systems (2023). 
  • Shimiao Li, Amritanshu Pandey, Bryan Hooi, Christos Faloutsos, and Larry Pileggi. "Dynamic graph-based anomaly detection in the electrical grid." IEEE Transactions on Power Systems 37, no. 5 (2021): 3408-3422.
  • Singer, Brian, Amritanshu Pandey, Shimiao Li, Lujo Bauer, Craig Miller, Lawrence Pileggi, and Vyas Sekar. "Shedding Light on Inconsistencies in Grid Cybersecurity: Disconnects and Recommendations." In 2023 IEEE Symposium on Security and Privacy (SP), pp. 554-571. IEEE Computer Society, 2022. 
  • Shimiao Li, Amritanshu Pandey, and Larry Pileggi. "A wlav-based robust hybrid state estimation using circuit-theoretic approach." In 2020 IEEE Power & Energy Society General Meeting (PESGM), IEEE, 2021 (Best Paper Award)
  • Shimiao Li, Amritanshu Pandey, Soummya Kar, and Larry Pileggi. "A circuit-theoretic approach to state estimation." In 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), pp. 1126-1130. IEEE, 2020.
  • Shimiao Li, Amritanshu Pandey, Aayushya Agarwal, Marko Jereminov, and Larry Pileggi. "A LASSO-Inspired Approach for Localizing Power System Infeasibility." In 2020 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5. IEEE, 2020.

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