Spatiotemporal deep learning for power system applications: a survey
M Saffari, M Khodayar - IEEE Access, 2024 - ieeexplore.ieee.org
Understanding spatiotemporal correlations in power systems is crucial for maintaining grid
stability, reliability, and efficiency. By discerning connections between spatial and temporal …
stability, reliability, and efficiency. By discerning connections between spatial and temporal …
Demand side control for energy saving in renewable energy resources using deep learning optimization
H Shekhar, C Bhushan Mahato, SK Suman… - Electric Power …, 2023 - Taylor & Francis
Convolutional neural networks a type of deep learning technology, are used for forecasting
future power usage. The mean absolute error, mean square error, root mean square error …
future power usage. The mean absolute error, mean square error, root mean square error …
Deep Neural Networks in Power Systems: A Review
M Khodayar, J Regan - Energies, 2023 - mdpi.com
Identifying statistical trends for a wide range of practical power system applications,
including sustainable energy forecasting, demand response, energy decomposition, and …
including sustainable energy forecasting, demand response, energy decomposition, and …
Multi-Resource Collaborative Service Restoration of a Distribution Network with Decentralized Hierarchical Droop Control
W Zhang, C Zhang, J Li, L Zhu, S Cao… - … and Control of …, 2024 - ieeexplore.ieee.org
To improve the resilience of distribution networks (DNs) in the event of extreme natural
disasters such as typhoons and rainstorms, it is imperative to efficiently implement …
disasters such as typhoons and rainstorms, it is imperative to efficiently implement …
Resilience-oriented comparative study of SOP-based service restoration in distribution systems
W Zhang, C Zhang, J Li, S Cao, D Wang, H Yang… - Electric Power Systems …, 2024 - Elsevier
Soft open points (SOPs) can perform load shifting and voltage improvement, and are critical
to improving distribution service restoration (DSR) during power outages. Although multiple …
to improving distribution service restoration (DSR) during power outages. Although multiple …
A decentralized control with adaptive virtual inertia and damping combination for islanded cascaded-type VSG systems
L Li, K Zhou, P Tian - IEEE Access, 2023 - ieeexplore.ieee.org
With the increase of distributed generations, the problems related to lack of inertia and
damping support for cascaded-type power networks are becoming more and more …
damping support for cascaded-type power networks are becoming more and more …
Solutions for Sustainable and Resilient Communication Infrastructure in Disaster Relief and Management Scenarios
As natural disasters become more frequent and severe, ensuring a resilient communications
infrastructure is of paramount importance for effective disaster response and recovery. This …
infrastructure is of paramount importance for effective disaster response and recovery. This …
Frequency-Constrained Optimal Restoration Scheduling in Active Distribution Networks with Dynamic Boundaries for Networked Microgrids
This paper proposes a frequency security-constrained optimal restoration scheduling
framework for active distribution networks (FRSDN). The approach leverages distributed …
framework for active distribution networks (FRSDN). The approach leverages distributed …
On the Use of Battery-Electric Locomotive as a Grid-Support Service in Electric Power Systems
F Kochakkashani, P Dehghanian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Harvesting wind energy is constrained by its generation availability and variability. Energy
storage systems (ESSs) partly address this limitation by absorbing the generation volatility …
storage systems (ESSs) partly address this limitation by absorbing the generation volatility …
Multi-Area-Multi-Stage Based Self-Healing Distribution Network Planning and Operation
Y Deng, W Jiang, J Xu, K Sun, J Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Extreme events such as earthquakes, floods, or wars could cause severe grid faults and
large-scale outages in the distribution network. The active islanding technology can be used …
large-scale outages in the distribution network. The active islanding technology can be used …