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...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Clifton, D, Bannister, P, Tarassenko, L
Format:	Conference item
Udgivet:	2006

Lignende værker

Learning shape for jet engine novelty detection
af: Clifton, D, et al.
Udgivet: (2006)

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

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

Automated novelty detection in industrial systems
af: Clifton, D, et al.
Udgivet: (2008)

Static and dynamic novelty detection methods for jet engine health monitoring.
af: Hayton, P, et al.
Udgivet: (2007)

Static and dynamic novelty detection methods for jet engine health monitoring
af: Hayton, P, et al.
Udgivet: (2007)

Novelty detection in large-vehicle turbocharger operation
af: Clifton, D, et al.
Udgivet: (2007)

Probabilistic approach to the condition monitoring of aerospace engines
af: King, S, et al.
Udgivet: (2009)

Support vector novelty detection applied to Jet Engine vibration spectra
af: Hayton, P, et al.
Udgivet: (2001)

A review of novelty detection
af: Pimentel, M, et al.
Udgivet: (2014)

An extreme function theory for novelty detection
af: Clifton, D, et al.
Udgivet: (2012)

Novelty detection with multivariate extreme value statistics
af: Clifton, D, et al.
Udgivet: (2010)

Bayesian extreme value statistics for novelty detection in gas-turbine engines
af: Clifton, D, et al.
Udgivet: (2008)

Probabilistic novelty detection with support vector machines
af: Clifton, L, et al.
Udgivet: (2014)

Extending the generalised Pareto distribution for novelty detection in high-dimensional spaces
af: Clifton, D, et al.
Udgivet: (2013)

A COMPARISON OF APPROACHES TO MULTIVARIATE EXTREME VALUE THEORY FOR NOVELTY DETECTION
af: Clifton, D, et al.
Udgivet: (2009)

Novelty detection with multivariate extreme value theory, part I: A numerical approach to multimodal estimation
af: Clifton, D, et al.
Udgivet: (2009)

NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART II: AN ANALYTICAL APPROACH TO UNIMODAL ESTIMATION
af: Hugueny, S, et al.
Udgivet: (2009)

NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART I: A NUMERICAL APPROACH TO MULTIMODAL ESTIMATION
af: Clifton, D, et al.
Udgivet: (2009)

Novelty Detection for Identifying Deterioration in Emergency Department Patients
af: Clifton, D, et al.
Udgivet: (2011)

A Programmed study of intuitive geometry (with applications in metric units)/
af: 421186 Wheeler, Ruric E., et al.
Udgivet: (1975)

Nouveau-ROUGE: A Novelty Metric for Update Summarization
af: John M. Conroy, et al.
Udgivet: (2021-03-01)

A PROBABILISTIC RESOURCE ALLOCATING NETWORK FOR NOVELTY DETECTION
af: Roberts, S, et al.
Udgivet: (1994)

Novelty detection for the identification of abnormalities
af: Tarassenko, L, et al.
Udgivet: (2000)

Patient-specific biomedical condition monitoring in post-operative cancer patients
af: Clifton, D, et al.
Udgivet: (2009)

Driving robust jet engine design through metrics
af: Sides, Steve P. (Steve Paul), 1963-
Udgivet: (2014)

Choosing an appropriate model for novelty detection
af: Nairac, A, et al.
Udgivet: (1997)

Combined support vector novelty detection for multi-channel combustion data
af: Clifton, L, et al.
Udgivet: (2007)

Uncertainty Reduced Novelty Detection Approach Applied to Rotating Machinery for Condition Monitoring
af: S. Ma, et al.
Udgivet: (2015-01-01)

A system for the analysis of jet engine vibration data
af: Nairac, A, et al.
Udgivet: (1999)

Jet rotational metrics
af: Alexis Romero, et al.
Udgivet: (2024-08-01)

Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory
af: Hugueny, S, et al.
Udgivet: (2011)

Monitoring patient vital-sign deterioration trajectories using Bayesian inference
af: Khalid, S, et al.
Udgivet: (2011)

Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors
af: Clifton, L, et al.
Udgivet: (2013)

Gaussian processes for personalized e-health monitoring with wearable sensors
af: Clifton, L, et al.
Udgivet: (2012)

The Experience of Novelty and the Novelty of Experience
af: Liubov Skavronskaya, et al.
Udgivet: (2020-02-01)

Use of neural networks and novelty to determine periods of physiological instability prior to clinical events
af: Braithwaite, E, et al.
Udgivet: (2003)

Novelties in the 2017 SJR for Engineering journals ranking
af: Andres Pavas
Udgivet: (2018-05-01)

Predictive monitoring of mobile patients by combining clinical observations with data from wearable sensors.
af: Clifton, L, et al.
Udgivet: (2013)

Metric lines in the jet space
af: Bravo-Doddoli Alejandro
Udgivet: (2024-11-01)