Now showing items 1-5 of 5
Canonical variate residuals-based contribution map for slowly evolving faults
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 ...
A study on helicopter main gearbox planetary bearing fault diagnosis
The condition monitoring of helicopter main gearbox (MGB) is crucial for operation safety, flight airworthiness and maintenance scheduling. Currently, the helicopter health and usage monitoring system, HUMS, is installed ...
Canonical Variable Analysis and Long Short-term Memory for Fault Diagnosis and Performance Estimation of a Centrifugal Compressor
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 analysis, probability approach and support vector regression for fault identiﬁcation and failure time prediction
(IOS Press, 2018-03)
Reciprocating compressors are widely used in oil and gas industry for gas transport, lift and injection. Critical compressors that compress flammable gases and operate at high speeds are high priority equipment on maintenance ...
Condition monitoring of rotating machines under time-varying conditions based on adaptive canonical variate analysis
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 ...