Energy Usage Analytics Agent
Smart solution for EV load disaggregation.
Publisher
Infosys
Product Details
This agent performs Electric Vehicle (EV) load disaggregation, using a Generative AI model within an agentic framework. It analyzes total household energy consumption data from smart meters and separates the portion of the load attributable to EV charging, turning raw aggregated data into granular, actionable intelligence. The Reasoning Engine AI Agent processes preprocessed smart meter data to identify patterns and disaggregate the EV load, and the solution uses the Gemini model.
An interactive application lets users select a customer account and view the total energy load and the disaggregated EV load in interactive charts. For utility providers, this supports precise forecasting of EV load growth, grid stability, and infrastructure planning. Detailed insight into customer energy usage patterns also helps utilities design better-targeted energy programs and services, improving operational efficiency and customer engagement.
Key Use Cases
Residential EV Load Disaggregation
Utility analysts isolate EV charging spikes from aggregate smart meter data using Gemini models to understand charging behaviors without sub-metering hardware.
Grid Capacity & Program Planning
Distribution engineers evaluate neighborhood-level EV load patterns to plan transformer upgrades and design targeted time-of-use tariffs that shift peak charging.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.