Use of Machine Learning in Nondestructive Material Property Verification

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Intisar Rizwan I Haque, Yasamin Salamat, Simon Bellemare

Cutting Costs by Cutting Assumptions: How One Operator Saved $1.2M

Cutting Costs by Cutting Assumptions: How One Operator Saved $1.2M

When routine inspections flagged dozens of anomalies on a legacy pipeline, a major Canadian operator was forced into reactive mode—triggering 50 urgent digs and putting pressure on budgets, teams, and timelines. But what if those digs weren’t actually necessary? In...