‘Check out’ that power
The Grid Signature Event Library energizes utility and researcher understanding of grid behavior by providing access to datasets of waveforms from grid operations.
Credit: Adam Malin/ORNL, U.S. Dept. of Energy
Library of operating data enables analysis of complex electric grid.
Researchers at Oak Ridge National Laboratory have opened a new virtual library where visitors can check out waveforms instead of books.
The Grid Event Signature Library is an open-access online collection of datasets containing waveforms, which are visual representations of behaviors of the electric grid. Utilities and research institutions contributed anonymized data including voltage, current and frequency information collected by operating equipment. So far, more than 350 users worldwide have utilized the library, which provides vital understanding of an increasingly complex grid.
“Researchers can search different variables, like the type of sensor or a description of the event – for example, a waveform that represents a blown transformer and its effect on transmission line voltage,” said ORNL’s Aaron Wilson, who manages the tool.
A recent paper described the datasets and their applications. Machine learning can be trained to recognize waveforms that provide an early warning of equipment malfunction, enabling power system operators to prevent blackouts, wildfires and damage to the power grid.
Journal: IEEE Access
DOI: 10.1109/ACCESS.2024.3404886
Method of Research: Experimental study
Subject of Research: Not applicable
Article Title: The Grid Event Signature Library: An Open-Access Repository of Power System Measurement Signatures
Article Publication Date: 29-May-2024
Media Contact
Heather Duncan
DOE/Oak Ridge National Laboratory
duncansh@ornl.gov
Cell: 478-718-9246
Original Source
All latest news from the category: Power and Electrical Engineering
This topic covers issues related to energy generation, conversion, transportation and consumption and how the industry is addressing the challenge of energy efficiency in general.
innovations-report provides in-depth and informative reports and articles on subjects ranging from wind energy, fuel cell technology, solar energy, geothermal energy, petroleum, gas, nuclear engineering, alternative energy and energy efficiency to fusion, hydrogen and superconductor technologies.
Newest articles
A ‘language’ for ML models to predict nanopore properties
A large number of 2D materials like graphene can have nanopores – small holes formed by missing atoms through which foreign substances can pass. The properties of these nanopores dictate many…
Clinically validated, wearable ultrasound patch
… for continuous blood pressure monitoring. A team of researchers at the University of California San Diego has developed a new and improved wearable ultrasound patch for continuous and noninvasive…
A new puzzle piece for string theory research
Dr. Ksenia Fedosova from the Cluster of Excellence Mathematics Münster, along with an international research team, has proven a conjecture in string theory that physicists had proposed regarding certain equations….