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Ionut Buse (TC Energy)
Condition Monitoring Using Statistical & Machine Learning Models in PI AF
Abstract:Linear Regression & Pattern Recognition: This presentation will cover various analytical methods used in TC Energy’s Enterprise Analytics program including PI Asset Analytics (Expression and SQC) and most recently, linear regression. Best practices and lessons learned will be covered in addition to guidance on which method is best used in various scenarios in anomaly detection, predictive analytics, and more.
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