Tag Archives: Data analytics
-
Eyes in the Sky: Satellite Remote Sensing and Data Analytics for Electric Utilities
Electric utilities can use imagery from satellite-based sensors along with data analytics for observation, mapping, and inspection in support of planning, operations, and maintenance. This brief introduces remote sensing satellite technology, potential utility applications, and planned EPRI work.
-
Leveraging Data Science for Electric Power Industry Transformation
This is a series of 10 brief papers about building data science capabilities at power companies. Topics include engaging stakeholders to guide strategy; selecting the right applications; increasing data science adoption; transforming legacy data into useful assets; data collection and sharing; and more.
-
Use Cases and Algorithms for Gaining Operational Insights from Customer-Owned Rooftop Solar
In this study, researchers developed techniques and algorithms to glean insights from smart meter data on hourly production of 300 rooftop solar arrays near Phoenix, Arizona.
-
Advanced Analytics for Smart Meter Data
EPRI and the Institut de recherche d’Hydro-Québec (IREQ) evaluated two important applications of distribution system analytics—energy theft and meter connectivity—using real system data. Researchers collected and stored the data in a repository as a test bed for data mining and algorithm development.
-
Data Analytics Initiative for Transmission and Distribution: Year Four Update
This is an update on EPRI research on sensors and data analytics for transmission and distribution, including field demonstrations and technical insights.
