... efficiency and ensure uninterrupted processing. The adoption of predictive maintenance strategies has emerged as a pivotal solution, enabling real-time anomaly detection, predicting pressure fluctuations, and monitoring asset health. An illuminating example hails from a downstream operator in Western...

..., reporting and real time equipment data. With this digital enablement, there is a need to rethink the equipment performance and monitoring to move from the traditional reactive or preventive maintenance to an evolving predictive maintenance. real time system machine learning data mining Artificial...

... & Gas investment predictive maintenance Efficiency maintenance optimization detection Engineer midstream sector operation Implementation application availability storage energy industry international petroleum technology conference midstream operation successful implementation...

... predictive maintenance deviation failure event healthy behavior gas turbine recurrent neural network lstm network evolution long short-term memory international petroleum technology conference equation forecast References References Greff , K. , Srivastava , R.K. , Koutnik , J...

... Abstract Predictive Maintenance (PdM) assesses the equipment's health through diagnostics testings and / or on line monitoring. The machine's condition may be inspected and monitored using continuous or intermittent parameter measurement intervals. PdM techniques can detect trend changes...