Publications

Here are the SELECTED publications in the last 5 years, and the full publication list can be found on Google Scholar.

2023

  1. CDC
    Pricing Uncertainty in Stochastic Multi-Stage Electricity Markets
    Lucien Werner, Nicolas Christianson, Alessandro Zocca, and 2 more authors
    In 2023 62nd IEEE Conference on Decision and Control, 2023
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  2. CDC
    Modeling Unbalanced Power Flow with Δ-connected Devices
    Steven H. Low
    In 2023 62nd IEEE Conference on Decision and Control, 2023
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  3. TCNS
    Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage Control
    Jie Feng, Yuanyuan Shi, Guannan Qu, and 3 more authors
    IEEE Transactions on Control of Network Systems, 2023
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  4. OJCSYS
    Certifying Black-Box Policies with Stability for Nonlinear Control
    Tongxin Li, Ruixiao Yang, Guannan Qu, and 3 more authors
    IEEE Open Journal of Control Systems, 2023
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  5. JSYST
    DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems
    Xiang Pan, Minghua Chen, Tianyu Zhao, and 1 more author
    IEEE Systems Journal, 2023
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  6. TCNS
    Inverse Power Flow Problem
    Ye Yuan, Steven H. Low, Omid Ardakanian, and 1 more author
    IEEE Transactions on Control of Network Systems, 2023
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2022

  1. EPSR
    Dispatch-Aware Planning for Feasible Power System Operation
    Nicolas Christianson, Lucien Werner, Adam Wierman, and 1 more author
    Electric Power Systems Research, 2022
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  2. TSG
    Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges
    Xin Chen, Guannan Qu, Yujie Tang, and 2 more authors
    IEEE Transactions on Smart Grid, 2022
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  3. TPWRS
    DeepOPF-V: Solving AC-OPF Problems Efficiently
    Wanjun Huang, Xiang Pan, Minghua Chen, and 1 more author
    IEEE Transactions on Power Systems, 2022
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2021

  1. TSG
    Adaptive Charging Networks: A Framework for Smart Electric Vehicle Charging
    Zachary J. Lee, George Lee, Ted Lee, and 6 more authors
    IEEE Transactions on Smart Grid, 2021
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  2. TNET
    Combating Bufferbloat in Multi-Bottleneck Networks: Theory and Algorithms
    Jiancheng Ye, Ka-Cheong Leung, and Steven H. Low
    IEEE/ACM Transactions on Networking, 2021
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  3. TAC
    Reverse and Forward Engineering of Local Voltage Control in Distribution Networks
    Xinyang Zhou, Masoud Farivar, Zhiyuan Liu, and 2 more authors
    IEEE Transactions on Automatic Control, 2021
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2020

  1. SmartGridComm
    Learning Optimal Power Flow: Worst-Case Guarantees for Neural Networks
    Andreas Venzke, Guannan Qu, Steven H. Low, and 1 more author
    In 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, 2020
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2019

  1. ACM e-Energy
    ACN-Data: Analysis and Applications of an Open EV Charging Dataset
    Zachary J. Lee, Tongxin Li, and Steven H. Low
    In Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019
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  2. AUTOMATICA
    Distributed Load-Side Control: Coping with Variation of Renewable Generations
    Zhaojian Wang, Shengwei Mei, Feng Liu, and 2 more authors
    Automatica, 2019
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