Clean Power Research’s own Emily Tansey, Data Scientist, will be speaking at AESP Flex Connect 2025.
Session: 5B – Smarter Targeting: Machine Learning for Load Disaggregation and Demand Flexibility
Date: August 15, 2025
Time: 9:00 – 10:00 AM
Location: Salt Lake Ballroom D (2nd Floor)
Description: Unlocking the full potential of demand flexibility starts with knowing where—and when—load is happening. This session explores how utilities are using machine learning and AMI data to identify key flexible loads like HVAC systems and EV charging across their customer base. Case studies will show how disaggregation techniques are enabling more precise customer targeting, optimizing program participation, and even uncovering missed opportunities in managed charging programs. Attendees will learn about scalable, cost-effective methods that enhance demand-side strategy and lay the groundwork for more responsive, intelligent grid management.