Application of an intuitive novelty metric for jet engine condition monitoring

Application of an intuitive novelty metric for jet engine condition monitoring

Application of novelty detection to a new class of jet engine is considered within this paper, providing a worked example of the steps necessary for constructing a model of normality. Abnormal jet engine vibration signatures are automatically identified with respect to a training set of normal examp...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak:	Clifton, D, Bannister, P, Tarassenko, L
Formatua:	Conference item
Argitaratua:	2006

Antzeko izenburuak

Learning shape for jet engine novelty detection
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Argitaratua: (2006)

A framework for novelty detection in jet engine vibration data
nork: Clifton, D, et al.
Argitaratua: (2007)

Visualization of multi-channel sensor data from aero jet engines for condition monitoring and novelty detection
nork: Bannister, P
Argitaratua: (2007)

Automated novelty detection in industrial systems
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Static and dynamic novelty detection methods for jet engine health monitoring.
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Static and dynamic novelty detection methods for jet engine health monitoring
nork: Hayton, P, et al.
Argitaratua: (2007)

Novelty detection in large-vehicle turbocharger operation
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Probabilistic approach to the condition monitoring of aerospace engines
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Support vector novelty detection applied to Jet Engine vibration spectra
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A review of novelty detection
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An extreme function theory for novelty detection
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Novelty detection with multivariate extreme value statistics
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Bayesian extreme value statistics for novelty detection in gas-turbine engines
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Probabilistic novelty detection with support vector machines
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Extending the generalised Pareto distribution for novelty detection in high-dimensional spaces
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A COMPARISON OF APPROACHES TO MULTIVARIATE EXTREME VALUE THEORY FOR NOVELTY DETECTION
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Novelty detection with multivariate extreme value theory, part I: A numerical approach to multimodal estimation
nork: Clifton, D, et al.
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NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART II: AN ANALYTICAL APPROACH TO UNIMODAL ESTIMATION
nork: Hugueny, S, et al.
Argitaratua: (2009)

NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART I: A NUMERICAL APPROACH TO MULTIMODAL ESTIMATION
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Argitaratua: (2009)

Novelty Detection for Identifying Deterioration in Emergency Department Patients
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Patient-specific biomedical condition monitoring in post-operative cancer patients
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Driving robust jet engine design through metrics
nork: Sides, Steve P. (Steve Paul), 1963-
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Choosing an appropriate model for novelty detection
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Combined support vector novelty detection for multi-channel combustion data
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Uncertainty Reduced Novelty Detection Approach Applied to Rotating Machinery for Condition Monitoring
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A system for the analysis of jet engine vibration data
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Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory
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Monitoring patient vital-sign deterioration trajectories using Bayesian inference
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Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors
nork: Clifton, L, et al.
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Gaussian processes for personalized e-health monitoring with wearable sensors
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The Experience of Novelty and the Novelty of Experience
nork: Liubov Skavronskaya, et al.
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Use of neural networks and novelty to determine periods of physiological instability prior to clinical events
nork: Braithwaite, E, et al.
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Novelties in the 2017 SJR for Engineering journals ranking
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Predictive monitoring of mobile patients by combining clinical observations with data from wearable sensors.
nork: Clifton, L, et al.
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Metric lines in the jet space
nork: Bravo-Doddoli Alejandro
Argitaratua: (2024-11-01)