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Multi-Task Reinforcement Learning for Distribution System Voltage Control With Topology Changes
This letter proposes a multi-task deep reinforcement learning (DRL) approach for distribution system voltage regulation considering topology changes via PV smart inverter control. The key idea is to encode the topology as an additional state for the DRL and leverage the multi-task...
Pei, Y. et al University of Conneticut
Apr 30, 2023
IEC 61850 Substation Design and Testing: 2 Part Webinar Series
Recorded webinar presenting key concepts, frameworks, and implementation considerations of substations with examples and references for practice. The material includes references and practical considerations intended to guide adoption and implementation.
Brunner, C. and Moore, J. it4Power
Dec 31, 2022
2 Resources
2 Resources
Microreactor Application Research Validation and Evaluation Project (MARVEL)
Two-page overview of the MARVEL test bed approximately 85-kWth, NaK-cooled, targeting 10-20 kWe located at INL's TREAT site. The fact sheet describes objectives, configuration (fuel, coolant, and power-conversion approach), and planned research on load following, process heat deli...
, . Idaho National Laboratory
Jun 01, 2025
DMS Advanced Applications for Accommodating High Penetrations of DERs and Microgrids: Preprint
Efficient and effective management of the electrical distribution system requires an integrated system approach for Distribution Management Systems (DMS), Distributed Energy Resources (DERs), Distributed Energy Resources Management System (DERMS), and microgrids to work in harmony...
Maitra, A. et al Electric Power Research Institute
Dec 31, 2016
Cyber Security Assessment of Distributed Energy Resources
New distributed energy resource (DER) interconnection standards require communications and interoperability to provide grid operators greater flexibility for delivering voltage and frequency support. These communication channels are designed to allow utilities, aggregators, and ot...
Carter, C. et al Sandia National Laboratories
May 31, 2017
Unleashing the Frequency: Multi-Megawatt Demonstration of 100% Renewable Power Systems with Decentralized Communication-Less Control Scheme
Power systems, which range in size from small microgrids to island systems to large regional grids, are typically managed by a central controller that requires complex communication methods and can be unreliable and pose cyber security risks in certain applications, especially whe...
Koralewicz, P. et al NLR
Aug 31, 2022
Design, Operation, and Controlled-Island Operation of the U.S. Department of Energy Solar Decathlon 2013 Microgrid
This document reports on the design and operation of a high-capacity and high-penetration-ratio microgrid, which consists of 19 photovoltaic-powered residential houses designed by collegiate teams as part of their participation in the U.S. Department of Energy Solar Decathlon 2013...
Kurnik, C. et al NLR
Mar 31, 2015
NIST Framework and Roadmap for Smart Grid Interoperability Standards, Release 4.0
The National Institute of Standards and Technology (NIST) developed this framework and roadmap to coordinate the development of interoperable standards for the smart grid. Release 4.0 updates previous editions by identifying key standards, gaps, and priorities across domains such ...
Gopstein, A. et al U.S. Department of Commerce
Jan 31, 2021
Implementing Inertial Control for PMSG-WTG in Region 2 using Virtual Synchronous Generator with Multiple Virtual Rotating Masses
With the increasing integration of renewable energy, the problems associated with deteriorating grid frequency profile and potential power system instability have become more significant. In this paper, the inertial control algorithm using Virtual Synchronous Generator (VSG) is im...
Yan, W. et al University of Denver
Jul 31, 2019
Laboratory-Scale Microgrid System for Control of Power Distribution in Local Energy Networks Part I: Theory and Design
One of the promising solutions to achieve sustainable energy systems in future smart cities is to deploy microgrids in local energy networks. Due to the decentralized nature of microgrids, large-scale utilization of these resources will increase the reliability of the energy syste...
Mahmud, R. NLR
Jan 17, 2019
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