Tag Archives: Analytics
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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.
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Data Analytics for PV Systems: Fault Detection and Diagnostics
This report examined the use of monitoring and diagnostics methods to detect and identify faults in solar photovoltaic systems and to inform maintenance decisions.
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I4Gen Intelligent Generation: Fundamentals of a Digital and Analytics Platform for Data Integration, Analysis, and Actionable Information
This report describes a system architecture for management of operational and analytical data in a modern power generation utility.
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Analytics for Predictive Maintenance in the Power Generation Industry
Flexible operation of power plants has increased the need for efficient plant maintenance. This report provides an overview to data analytics as applied to plant maintenance and technology, identifying opportunities for improvement as plant operators transition from scheduled maintenance to condition-based maintenance.
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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.
