Williams Companies – Early Identification of Meter Freezes, A Systematic Approach using Seeq Data Lab and Machine Learning

Oscar (Skeeter) Lewis, Asset Performance Consultant, Williams Companies | Rod Howard, Asset Performance Consultant, Williams Companies

Meter freezes are a common seasonal issue causing measurement inaccuracies in the gas gathering industry in cold climates, which are costly for the gatherer to replace for the customer. Williams developed a machine learning solution using Seeq Workbench and Data Lab to indicate when a freeze had occurred and provide an exception report to measurement analysts and operations. Learn how Williams’ approach to identifying meter freezes has evolved over the years to achieve early identification with financial benefits.