Entries for Digitizing Utilities Prize

Solve Load Composition Analysis Using Regression and Optimization

To develop data analytics functions using PMU and point-on-wave data for asset diagnostics and performance evaluation system.

AI-based embedding calculation for automated and scalable detection of incipient phenomena that can lead to future power disruptions.

The project team members worked together to develop a data-driven planning platform to accelerate EV integration in distribution systems.

We developed a machine learning solution for load modeling, integrating weather, technology, and behavior to forecast energy consumption.

Developed a model mismatch root cause recommendation system through combining domain knowledge with first principles and data analytics

Uses ML with data from AMI meters to detect issues on the grid that can lead to outages and ignition of wildfires in extreme events.

We combine robust models and intuitive software tools to provide analytics and highly configurable scenario-based forecasts for any region.

The Automatility DIM is a systems integrator which democratizes synchrophasor analysis and reduces technical skill requirements for users.