Data-driven coordinated voltage control method of distribution networks with high DG penetration

Y Huo, P Li, H Ji, H Yu, J Yan, J Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The highly penetrated distributed generators (DGs) aggravate the voltage violations in active
distribution networks (ADNs). The coordination of various regulation devices such as on …

Fast power system event identification using enhanced LSTM network with renewable energy integration

Z Li, H Liu, J Zhao, T Bi, Q Yang - IEEE Transactions on Power …, 2021 - ieeexplore.ieee.org
Accurate and fast event identification in power systems is critical for taking timely controls to
avoid instability. In this paper, a synchrophasor measurement-based fast and robust event …

SDN-enabled cyber-physical security in networked microgrids

Y Li, Y Qin, P Zhang, A Herzberg - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A software-defined active synchronous detection (SDASD) is presented to protect networked
microgrids (NMs) from cyberattacks on SDN network and power bot attacks on inverter …

Review on set‐theoretic methods for safety verification and control of power system

Y Zhang, Y Li, K Tomsovic… - IET Energy Systems …, 2020 - Wiley Online Library
Increasing penetration of renewable energy introduces significant uncertainty into power
systems. Traditional simulation‐based verification methods may not be applicable due to the …

Formal Control of New England 39-Bus Test System: An Assume-Guarantee Approach

B Wooding, A Lavaei, S Soudjani - arXiv preprint arXiv:2307.03467, 2023 - arxiv.org
This work is concerned with an assume-guarantee approach to compositionally control a
New England 39-bus Test System (NETS). The proposed scheme is based on the new …

Reachable dynamics of networked microgrids with large disturbances

Y Zhou, P Zhang, M Yue - IEEE Transactions on Power …, 2020 - ieeexplore.ieee.org
An ordinary-differential-equation (ODE) enabled reachable dynamics analysis approach is
devised to provably enclose all possible dynamic trajectories of networked microgrids (NMs) …

Equivalent input disturbance-based load frequency control for smart grid with air conditioning loads

L Jin, Y He, CK Zhang, XC Shangguan, L Jiang… - Science China …, 2022 - Springer
Integrating intermittent wind power into power systems results in low or zero inertia,
threatening their frequency stability. To accommodate intermittent generations, the demand …

Robust simulation functions with disturbance refinement

B Wooding, A Lavaei, V Vahidinasab… - 2023 European …, 2023 - ieeexplore.ieee.org
Simulation functions are Lyapunov-like functions defined over the Cartesian product of state
spaces of two (un) perturbed systems, aka, concrete and abstract systems, to relate output …

Reinforcement learning-enabled seamless microgrids interconnection

Y Li, Z Xu, KB Bowes, L Ren - 2021 IEEE Power & Energy …, 2021 - ieeexplore.ieee.org
A reinforcement learning-enabled microgrids interconnection (RL-MIN) control strategy is
presented to interconnect microgrids through automatically adjusting the control of …

Compositional power flow for networked microgrids

Y Li, P Zhang, C Kang - IEEE Power and Energy Technology …, 2019 - ieeexplore.ieee.org
In this paper, a compositional power flow (ComPF) is devised for networked microgrids to
take into account power sharing and voltage regulation between microgrids while …