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Revolutionizing Failure Detection with Machine Learning

Year: 2025 Authors: Komala, D., R., Lazuardi, H., Tanjungsari, F. Reference: IPA25-E-394
Keywords: Downtime reduction, Electric Submersible Pumps (ESP), Failure Prediction, Historical Data, Machine Learning, Predictive Analytics, Random Forest, Reliability, Sensor Data, oil production,
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Proceedings Title : Proc. Indon. Petrol. Assoc., 49th Ann. Conv., 2025

A failed Electrical Submersible Pump (ESP) well is typically identified when there is suboptimal flow or no flow reaching the surface. The process of...

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Turbo Machinery Campaign Team As An Improvement of Preventive Maintenance for Turbomachinery Equipment at MEPG

Year: 2025 Authors: Suliharti, Firdaus, Tiansa, Y. Reference: IPA25-F-540
Keywords: Asset reliability, Campaign maintenance, Downtime reduction, Loss production opportunity, Maintenance strategy, Multidisciplinary team, Operational Efficiency, Plant performance, Turbomachinery, preventive maintenance,
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Proceedings Title : Proc. Indon. Petrol. Assoc., 49th Ann. Conv., 2025

Traditional PM strategies often suffer from scattered resources, uncoordinated scheduling, low wrench time, different standard execution and extended...

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