Data Analytics and Machine Learning for Advanced Modeling and Operation of Modern Distribution Grids and Microgrids

This panel will present recent progress in leveraging a large amount of data together with machine learning and optimization to improve modeling, operation, planning, and DER management in modern distribution grids and microgrids. It will show how utilities can use big data analytics and machine learning to unlock the untapped potential of various field measurements and radically enhance distribution grid reliability and resilience. The panelists include experts from universities, national labs, and utility companies.