Data Analytics

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

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
ipopba/iStock/Getty Images Plus
Photo by AES Corp.
Photo 81919919 © Gilles Malo | Dreamstime.com
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Smart Utility

The Grid’s Tech-Toolbox Is Growing: GenAI

Dec. 18, 2023
This GenAI transition into digital technologies has happen much faster than anyone expected and it’s giving those who use it a big edge over those not taking advantage.
Photo 78236177 © Michael Borgers | Dreamstime.com
Grid Security

How Much CIP Security is Good Enough?

Nov. 29, 2023
Any discussion around security and how much is good enough for utilities is framed by standards, how well those standards are implemented, and risk.
Photo 284250636 © Addmeshcube | Dreamstime.com
Smart Utility

GenAI: A Utility Disrupter and Enabler

Nov. 28, 2023
While some utilities are enthusiastic about the positive impacts of GenAI, they acknowledge that well-trained and knowledgeable individuals are essential to realize its benefits...
PhonlamaiPhoto/iStock/Getty Images Plus
Getty Images 1595132692 (1)
Distributed Energy Resources

Artificial Intelligence and its Role in the Microgrid-Distributed Energy Future

Nov. 7, 2023
What is AI? A simulation of human intelligence enacted in a machine, it has the potential to revolutionize the deployment of distributed energy resources and microgrids, making...