[HTML][HTML] State-of-the-art technologies for volt-var control to support the penetration of renewable energy into the smart distribution grids

K Gholami, MR Islam, MM Rahman, A Azizivahed… - Energy Reports, 2022 - Elsevier
The currently deployed volt-var infrastructure for voltage optimization in distribution networks
would be unable to meet the stringent technological requirements of the electric power grid …

Application and progress of artificial intelligence technology in the field of distribution network voltage Control: A review

X Zhang, Z Wu, Q Sun, W Gu, S Zheng… - … and Sustainable Energy …, 2024 - Elsevier
The increasing integration of distributed energy resources has led to heightened complexity
in distribution network models, posing challenges of uncertainty and volatility to the …

Deep reinforcement learning enabled physical-model-free two-timescale voltage control method for active distribution systems

D Cao, J Zhao, W Hu, N Yu, F Ding… - … on Smart Grid, 2021 - ieeexplore.ieee.org
Active distribution networks are being challenged by frequent and rapid voltage violations
due to renewable energy integration. Conventional model-based voltage control methods …

Physics-informed graphical representation-enabled deep reinforcement learning for robust distribution system voltage control

D Cao, J Zhao, J Hu, Y Pei, Q Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The anomalous measurements and inaccurate distribution system physical models cause
huge challenges for distribution system optimization. This paper proposes a robust voltage …

Fuzzy compromised solution-based novel home appliances scheduling and demand response with optimal dispatch of distributed energy resources

M Waseem, Z Lin, S Liu, Z Zhang, T Aziz, D Khan - Applied Energy, 2021 - Elsevier
Due to environmental issues and smart grid development, distributed energy resources,
energy storage systems, and demand response (DR) are gaining attention to reduce the …

Robust regional coordination of inverter-based volt/var control via multi-agent deep reinforcement learning

H Liu, C Zhang, Q Chai, K Meng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Inverter-based Volt/Var control (VVC) methods can effectively address issues of voltage
deviations and constraint violations, as well as reduce network power losses in active …

Multistage coordination Volt/VAR control with CVR in active distribution network in presence of inverter-based DG units and soft open points

VB Pamshetti, S Singh, AK Thakur… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The conservation voltage reduction (CVR) technique is a well-established technique for
peak demand reduction and energy savings in the presence of voltage-sensitive loads …

主动配电网分布式混合时间尺度无功/电压控制

李培帅, 吴在军, 张错, 胡敏强, 李淑锋… - 电力系统 …, 2021 - epjournal.csee.org.cn
利用光伏逆变器进行配电网无功/电压控制(VVC) 可以降低系统网损, 提高系统运行安全性.
随着配电网规模与运行工况的日益庞大与复杂, 传统的集中式VVC 与分散式VVC …

Optimal local volt/var control for photovoltaic inverters in active distribution networks

X Sun, J Qiu, J Zhao - IEEE Transactions on Power systems, 2021 - ieeexplore.ieee.org
The penetration of photovoltaics (PVs) has been increasing in active distribution networks
(ADN), which leads to severe voltage violation problems. PV inverters can provide fast and …

Three-stage hierarchically-coordinated voltage/var control based on PV inverters considering distribution network voltage stability

C Zhang, Y Xu, Y Wang, ZY Dong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intermittent photovoltaic (PV) power generation brings voltage fluctuation and stability issues
to distribution networks. Meanwhile, PV inverters can support voltage/Var control (VVC) to …