... losses. To prevent such failures, PEPC aims to develop an early warning system using anomaly detection to prevent equipment failures and mitigate production losses. The Leading Equipment Anomaly Detection System (LEADS) was developed using historical solvent pump operating data to model normal...

... considerations for injectors and producers. Wells with abnormal behavior were identified by integrating anomaly detection, namely the isolation forests algorithm, into the exploratory analysis. In the second part of the study, k-means clustering was applied to categorize wells based on their operational...

... ultrasonic multi-finger caliper external corrosion amplitude cbl-vdl operator combining mechanical-electromagnetic metal loss corrosion and cement inspection anomaly new completion INTRODUCTION Background and Motivation Highly affected by eccentricity Subtle channels or micro-annulus...