Data Analytics

The application of sophisticated data mining opportunities to get more out of our grid.

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A shared data resource like the IEDR could be instrumental in bringing more distributed energy projects like this one in Orange County, NY online faster.
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Highlights

Itron
Distributed intelligence-enabled smart meters.
Data Analytics

Getting Smart at the Edge: AMI and Distributed Intelligence

July 10, 2023
Commonwealth Edison is working to evolve distributed intelligence alongside advanced metering infrastructure.
Photo by AdobeStock.
A combination of approaches allows data related to each transformer to be classified into one of several predefined classifications or states: normal, monitor, service, stable, replace and risk identified.
Digital Innovations

Duke Energy's Hybrid Approach to AI

May 16, 2023
Duke Energy’s hybrid model of engineered analytics and ML has proven to be an excellent but imperfect tool — more accurate than either pure AI/ML tools or engineered analytics...
Photo by Scott Prokop, Dreamstime.
Modern GIS software enables utilities to manage many aspects of their assets in a contextual, visual and map-based database. Instead of the static columns and rows associated with a traditional spreadsheet, information can be tied to a photo or visual image that links to associated media.
Data Analytics

How to Leverage GIS Data

Feb. 10, 2023
Web-based geographic information system software enables utilities to manage aspects of their assets in a contextual, visual and map-based database.
metamorworks/Getty Images
Data Analytics
Data Analytics

Data, Decarbonization, and The New Math of Sustainability

Feb. 14, 2022
Instead of a cadence-based approach to managing the grid, the industry is moving to a data-driven “risk-spend efficiency” approach
Photo 317152868 © Nathee Sanbooytho | Dreamstime.com
Metering

Smart Meters Alone Can’t Fix Our Problems: Why We Need a New Approach to Consumption Data

June 19, 2024
Whether capturing time-of-use data from the surging demand of new EV owners, understanding what the impact will be of heating electrification on both the electric and gas systems...
Data Analytics

The First Step Toward Modernization In The Utility Industry

Feb. 6, 2024
In the utilities industry, the challenge of adaptation looms large, and making a step towards modernization is crucial, but it begs the question of what that first step is.
Data Analytics

Brazil's CEMIG Implements Digital Twin for Grid

Jan. 24, 2024
Digital Twin empowers CEMIG’s transmission line operators to optimize assets, reduce operational costs, and minimize carbon emissions.
Photo 91286952 © Abel Tumik | Dreamstime.com
Data Analytics

Harnessing Quantum Machine Learning To Revolutionize Utility Analytics

Jan. 18, 2024
Quantum Machine Learning, a fusion of quantum computing and artificial intelligence, holds the potential to transform the industry by enabling the efficient utilization of vast...