Power Webinar with Dr. Rui Yang: Predictive Analytics for Power Systems with High Penetrations of Distributed Energy Resources

When

September 20, 2022    
1:10 pm - 2:00 pm

Event Type

Iowa State University Power Group Seminar is online in Zoom

Title: Predictive Analytics for Power Systems with High Penetrations of Distributed Energy Resources

Abstract: Increasing amounts of heterogeneous sensor data and information are becoming available in energy grids from sources such as smart meters, distributed generation, and smart home energy management systems. Being able to collect, curate, and create actionable information with these data will be crucial to power systems operations with the increasing penetrations of distributed energy resources. This presentation will introduce our latest work on developing predictive analytics to improve the visibility and controllability in power systems with high penetrations of distributed energy resources.

Bio: Dr. Rui Yang is the group manager of the Sensing and Predictive Analytics Group in the Power Systems Engineering Center at the National Renewable Energy Laboratory (NREL). Her areas of expertise include advanced data analytics, machine learning, and optimization in electric power systems. She currently leads multiple projects on developing artificial intelligence solutions for power system operations at NREL. She received her Ph.D. degree in Electrical and Computer Engineering from Carnegie Mellon University in 2014 and her B.E. degree in Electrical Engineering from Tsinghua University, China in 2009.

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