eBook
Meet the Models: Leveraging AI to Maximize Megawatts
Utilities are facing unprecedented challenges—growing energy demand from data centers, accelerating electrification, and increasing adoption of distributed energy resources (DERs)—and traditional grid infrastructure is struggling to keep pace.
Uplight leverages four types of AI models to address these challenges through advanced customer engagement and demand management capabilities—transforming smart devices into dispatchable grid resources. Read the eBook to learn how:
Uplight leverages four types of AI models to address these challenges through advanced customer engagement and demand management capabilities—transforming smart devices into dispatchable grid resources. Read the eBook to learn how:
- Detection models identify EVs and other DERs using consumption patterns from AMI data
- Bill disaggregation breaks down energy usage by category (cooling, heating, EVs) to drive customer engagement
- Timely performance measurement and verification enables program optimization
- Predictive Capacity Dispatch model reduces hourly load variance by 94% during demand response events