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A survey on deep learning for cybersecurity: Progress, challenges, and opportunities
As the number of Internet-connected systems rises, cyber analysts find it increasingly difficult
to effectively monitor the produced volume of data, its velocity and diversity. Signature-based …
to effectively monitor the produced volume of data, its velocity and diversity. Signature-based …
[HTML][HTML] Design and simulation of district heating networks: A review of modeling approaches and tools
District heating (DH) systems have been identified as an important component in efforts to
mitigate greenhouse gas emissions and achieve climate targets in the near future. Software …
mitigate greenhouse gas emissions and achieve climate targets in the near future. Software …
[HTML][HTML] Simbench—a benchmark dataset of electric power systems to compare innovative solutions based on power flow analysis
S Meinecke, D Sarajlić, SR Drauz, A Klettke… - Energies, 2020 - mdpi.com
Publicly accessible, elaborated grid datasets, ie, benchmark grids, are well suited to publish
and compare methods or study results. Similarly, develo** innovative tools and algorithms …
and compare methods or study results. Similarly, develo** innovative tools and algorithms …
Modeling of grid-forming and grid-following inverters for dynamic simulation of large-scale distribution systems
Historically, distribution system planning studies mainly focused on steady state and quasi-
steady state analysis, with limited attention paid to dynamic analysis. This paper develops …
steady state analysis, with limited attention paid to dynamic analysis. This paper develops …
Enhancing distribution system resilience with mobile energy storage and microgrids
Electrochemical energy storage (ES) units (eg, batteries) have been field-validated as an
efficient back-up resource that enhances resilience of distribution systems. However, using …
efficient back-up resource that enhances resilience of distribution systems. However, using …
[HTML][HTML] Predictive control and coordination for energy community flexibility with electric vehicles, heat pumps and thermal energy storage
C Srithapon, D Månsson - Applied Energy, 2023 - Elsevier
Electrification of private transportation and residential heating is a potential action to
decrease significantly carbon emissions. However, the lack of coordination of such …
decrease significantly carbon emissions. However, the lack of coordination of such …
Coordinating multiple sources for service restoration to enhance resilience of distribution systems
When a major outage occurs on a distribution system due to extreme events, microgrids,
distributed generators, and other local resources can be used to restore critical loads and …
distributed generators, and other local resources can be used to restore critical loads and …
Co-simulation of electricity distribution networks and peer to peer energy trading platforms
There has been significant recent interest in local electricity trading platforms, and
particularly in the application of distributed ledger and blockchain technology for distributed …
particularly in the application of distributed ledger and blockchain technology for distributed …
Physics-aware neural networks for distribution system state estimation
AS Zamzam, ND Sidiropoulos - IEEE Transactions on Power …, 2020 - ieeexplore.ieee.org
The distribution system state estimation problem seeks to determine the network state from
available measurements. Widely used Gauss-Newton approaches are very sensitive to the …
available measurements. Widely used Gauss-Newton approaches are very sensitive to the …
Distributed energy resources on distribution networks: A systematic review of modelling, simulation, metrics, and impacts
J Caballero-Pena, C Cadena-Zarate… - International Journal of …, 2022 - Elsevier
Distributed energy resources (DERs) have gained particular attention in the last few years
owing to their rapid deployment in power capacity installation and expansion into …
owing to their rapid deployment in power capacity installation and expansion into …