8:30 - 9:30
October 26, 2018
Grand Cypress B
502: Detecting Abnormal Gas Usage
Session Category : Natural Gas
The SoCal Gas Business Operations and Support Analytics Team monitors the daily natural gas consumption of almost 6 million customers for various unusual consumption patterns. To achieve the task, the group has had to automate a variety of routine tasks including the labeling process that is part of machine learning.
There are deep learning techniques employed in other fields that can be adapted for use in utility analytics.