Electric Insights: Introducing the Grid Event Signature Library

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 EnergyThe Grid Event Signature Library at Oak Ridge National Laboratory offers waveform datasets that help analyze and predict electric grid behaviors.

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. Reference: “The Grid Event Signature Library: An Open-Access Repository of Power System Measurement Signatures” by Aaron J. Wilson, Ali Riza Ekti, Jim Follum, Shuchismita Biswas, Christabella Annalicia, Jhi-Young Joo, Omer Aziz and Jamie Lian, 24 May 2024,SciTechDaily: Home of the best science and technology news since 1998. Keep up with the latest scitech news via email or social media.

United Kingdom United Kingdom Latest News, United Kingdom United Kingdom Headlines

Similar News:You can also read news stories similar to this one that we have collected from other news sources.

Electric Boats, Electric Planes, Electric Hyundai Race Car, & Tons of Renewable Energy NewsClean Tech News & Views: EVs, Solar Energy, Batteries
Source: cleantechnica - 🏆 565. / 51 Read more »

Library of Operating Data Enables Analysis of Complex Electric Grid — “Check Out” That PowerResearchers at Oak Ridge National Laboratory have opened a new virtual library where visitors can check out waveforms instead of books.
Source: cleantechnica - 🏆 565. / 51 Read more »

Lawmakers warn EPA its ‘Clean Power Plan 2.0’ could have ‘catastrophic’ effect on electric gridMore than two dozen lawmakers demanded the EPA explain what prompted regulations it announced in a new clean power plan critics say risks the electric grid.
Source: FoxNews - 🏆 9. / 87 Read more »

Will Electric Cars Kill The Grid In Hot Summer Months?Let's investigate the myth that our electric grid can't 'handle' a rise in EV adoption, and why our energy needs are changing so fast.
Source: InsideEVs - 🏆 579. / 51 Read more »

AI-backed ‘self-healing’ tech repairs electric grid automaticallyThe system showed near-optimal real-time performance which significantly reduced energy loss during outages caused by various scenarios.
Source: IntEngineering - 🏆 287. / 63 Read more »