Browsing School of Engineering and Sustainable Development by Subject "Canonical variable analysis"
Now showing items 1-3 of 3
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Canonical Variable Analysis and Long Short-term Memory for Fault Diagnosis and Performance Estimation of a Centrifugal Compressor
(Article)Centrifugal compressors are widely used for gas lift, re-injection and transport in the oil and gas industry. Critical compressors that compress flammable gases and operate at high speeds are prioritized on maintenance ... -
Canonical variate residuals-based contribution map for slowly evolving faults
(Article)The superior performance of canonical variate analysis (CVA) for fault detection has been demonstrated by a number of researchers using simulated and real industrial data. However, applications of CVA to fault identification ... -
Condition monitoring of rotating machines under time-varying conditions based on adaptive canonical variate analysis
(Article)Condition monitoring signals obtained from rotating machines often demonstrate a highly non-stationary and transient nature due to internal natural deterioration characteristics of their constituent components and external ...