Name
604: Watch How Consumers Energy Trains Models to Detect Utility Assets Within Drone Imagery
Date & Time
Thursday, November 2, 2023, 10:15 AM - 11:00 AM
Sarah Green
Description

Drone imagery can be a powerful tool for utilities by speeding up processes while safely maintaining boots on the ground. Training these models to identify utility assets can be complex and time consuming.

Consumers Energy successfully utilizes three machine learning algorithms with greater than 70% precision to identify specific assets present within an image captured by a drone pilot. This model training process includes data from 16 different zones and incorporates the expertise of a team consisting of drone pilots, Low Voltage Distribution (LVD) planners and data scientists working together to capture and analyze approximately 1000 images and label 18 different utility assets.

Location Name
Ligurian II
Full Address
Loews Portofino Bay Hotel at Universal Orlando
5601 Universal Blvd
Orlando, FL 32819
United States
Focus Area
Asset Health Analytics, Grid Analytics
Evaluation
Presentation 1