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Structured Methodology for Clustering Gas Turbine Transients by Means of Multivariate Time Series
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: At present, the challenges related to energy market force gas turbine owners to improve the reliability and availability of gas turbine engines, especially in the ever competitive Oil and Gas sector. Gas turbine trip leads ...
Prediction of Gas Turbine Trip: A Novel Methodology Based on Random Forest Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A gas turbine trip is an unplanned shutdown, of which the most relevant consequences are business interruption and a reduction of equipment remaining useful life. Thus, understanding the underlying causes of gas turbine ...
Development and Validation of a General and Robust Methodology for the Detection and Classification of Gas Turbine Sensor Faults
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Sensor fault detection and classification is a key challenge for machine monitoring and diagnostics, since raw data cleaning represents a key process in the gas turbine industry. To this end, this paper presents a comprehensive ...
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