K-means and alternative clustering methods in modern power systems

SM Miraftabzadeh, CG Colombo, M Longo… - IEEE …, 2023 - ieeexplore.ieee.org
As power systems evolve by integrating renewable energy sources, distributed generation,
and electric vehicles, the complexity of managing these systems increases. With the …

Fairness-aware distributed energy coordination for voltage regulation in power distribution systems

S Poudel, M Mukherjee, R Sadnan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The accelerating deployment of solar photovoltaics into low-voltage distribution networks
can cause reverse power flow and overvoltage problems. However, if coordinated properly …

Dynamic operating envelope-based local energy market for prosumers with electric vehicles

MM Hoque, M Khorasany, MI Azim… - … on Smart Grid, 2023 - ieeexplore.ieee.org
This paper presents a new framework for the management of prosumers with electric
vehicles (EVs) and photovoltaic (PV) systems in a local energy market (LEM) using the …

Sustainable plug-in electric vehicle integration into power systems

H Zhang, X Hu, Z Hu, SJ Moura - Nature Reviews Electrical Engineering, 2024 - nature.com
Integrating plug-in electric vehicles (PEVs) into the power and transport sectors can help to
reduce global CO2 emissions. This synergy can be achieved with advances in battery …

Physically consistent deep learning-based day-ahead energy dispatching and thermal comfort control for grid-interactive communities

T Xiao, F You - Applied Energy, 2024 - Elsevier
Grid-interactive communities are an emerging solution for optimal energy dispatching,
improving grid stability, and enhancing the usage of on-site renewable energy by leveraging …

MPC-based co-optimization of an integrated PV-EV-Hydrogen station to reduce network loss and meet EV charging demand

J Zhang, K Sun, C Li, H Yang, B Zhou, X Hou, R Ge - ETransportation, 2023 - Elsevier
The growing electric vehicles (EVs) have introduced a large new load and transmission
burden to distribution networks. To reduce the need to expand the distribution network, a co …

Identification of critical uncertain factors of distribution networks with high penetration of photovoltaics and electric vehicles

R Wang, P Li, H Yu, H Ji, W Xi, C Wang - Applied Energy, 2023 - Elsevier
The increasing penetration of photovoltaics and electric vehicles exacerbates uncertainties
of distribution networks, resulting in serious challenges to secure operation. To tackle the …

Model predictive real-time architecture for secondary voltage control of microgrids

ED Escobar, D Betancur, T Manrique, IA Isaac - Applied Energy, 2023 - Elsevier
The integration of new elements and technologies to the power grid, driven by the
expansion of electric microgrids, brings various challenges requiring a suitable control …

A Robust V2G Voltage Control Scheme for Distribution Networks Against Cyber Attacks and Customer Interruptions

H An, J Yi, G Zhang, O Bamisile, J Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A decent vehicle-to-grid (V2G) control scheme improves voltage stability and grid reliability
of distribution networks (DNs) by providing reactive power and ancillary services. However …

Enhancing the tolerance of voltage regulation to cyber contingencies via graph-based deep reinforcement learning

Y Zhao, J Liu, X Liu, K Yuan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The volatility from the high penetration of distributed energy resources (DERs) makes
distribution networks more susceptible to voltage violations. Besides, with the increasing …