Exploring Prognostic and Diagnostic Techniques for Jet Engine Health Monitoring: A Review of Degradation Mechanisms and Advanced Prediction Strategies

Blade dynamic strain non-intrusive measurement using L1/2-norm regularization and transmissibility

(2022) Chunyan Ao et al.   MEASUREMENT

Aero engine health monitoring, diagnostics and prognostics for condition-based maintenance: an overview

(2022) Narahari Rath et al.   INTERNATIONAL JOURNAL OF TURBO & JET-ENGINES

Dynamic Strain Reconstruction of Rotating Blades Based on Tip Timing and Response Transmissibility

(2022) Chunyan Ao et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Experimental investigation of aeroelastic instabilities in an aeroengine fan: Using acoustic measurements

(2022) Zepeng Li et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Blade tip timing for monitoring crack propagation of rotor blades using Block-AOLS

(2022) Jinghui Xu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Non-contact full-field dynamic strain reconstruction of rotating blades under multi-mode vibration

(2022) Chunyan Ao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Analysis Method of NSV and Influence of Tip Clearance Flow Instabilities on NSV in an Axial Transonic Compressor Rotor

(2021) Le Han et al.   JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME

Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)

(2021) Farzana Anowar et al.   Computer Science Review

Rolling bearing fault diagnosis using transient-extracting transform and linear discriminant analysis

(2021) Yuguo Zhou et al.   MEASUREMENT

Long-short term memory and gas path analysis based gas turbine fault diagnosis and prognosis

(2021) Hongyu Zhou et al.   Advances in Mechanical Engineering

Unilateral alignment transfer neural network for fault diagnosis of aircraft engine

(2021) Bing Li et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Bearing fault diagnosis and prognosis using data fusion based feature extraction and feature selection

(2021) Sandaram Buchaiah et al.   MEASUREMENT

A review of blade tip clearance–measuring technologies for gas turbine engines

(2020) Bing Yu et al.   MEASUREMENT & CONTROL

Aircraft Engine Prognostics Based on Informative Sensor Selection and Adaptive Degradation Modeling with Functional Principal Component Analysis

(2020) Bin Zhang et al.   SENSORS

Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics

(2020) Juan José Montero Jimenez et al.   JOURNAL OF MANUFACTURING SYSTEMS

Remaining Useful Life Prediction of Airplane Engine Based on PCA–BLSTM

(2020) Shixin Ji et al.   SENSORS

Non-synchronous vibration in axial compressors: Lock-in mechanism and semi-analytical model

(2020) Sina Stapelfeldt et al.   JOURNAL OF SOUND AND VIBRATION

An aero-engine life-cycle maintenance policy optimization algorithm: The reinforcement learning approach

(2019) Zhen LI et al.   Chinese Journal of Aeronautics

Blade/casing rubbing interactions in aircraft engines: Numerical benchmark and design guidelines based on NASA rotor 37

(2019) Elsa Piollet et al.   JOURNAL OF SOUND AND VIBRATION

Performance-Based Gas Turbine Health Monitoring, Diagnostics, and Prognostics: A Survey

(2018) Houman Hanachi et al.   IEEE TRANSACTIONS ON RELIABILITY

EBFOG: Deposition, Erosion, and Detachment on High-Pressure Turbine Vanes

(2018) Nicola Casari et al.   JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME

Bridging the gap between sensor noise modeling and sensor characterization

(2018) Kshitij Jerath et al.   MEASUREMENT

Machine health monitoring based on locally linear embedding with kernel sparse representation for neighborhood optimization

(2018) Chuang Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Performance-based fault diagnosis of a gas turbine engine using an integrated support vector machine and artificial neural network method

(2018) Amare Desalegn Fentaye et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY

Genetic algorithms and decision trees for condition monitoring and prognosis of A320 aircraft air conditioning

(2017) M Gerdes et al.   INSIGHT

Forced response of rotating bladed disks: Blade Tip-Timing measurements

(2017) G. Battiato et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Study about Kalman Filters Applied to Embedded Sensors

(2017) Aurélien Valade et al.   SENSORS

Automatic segmentation and prognostic method of a turbofan engine using manifold learning and spectral clustering algorithms

(2017) Guangqi Qiu et al.   Advances in Mechanical Engineering

An improved extended Kalman filter with inequality constraints for gas turbine engine health monitoring

(2016) Feng Lu et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Hot corrosion failure in the first stage nozzle of a gas turbine engine

(2016) B. Salehnasab et al.   ENGINEERING FAILURE ANALYSIS

Sensor Fault Detection, Isolation, and Identification Using Multiple-Model-Based Hybrid Kalman Filter for Gas Turbine Engines

(2016) Bahareh Pourbabaee et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Experimental Evaluation of Compressor Blade Fouling

(2016) Rainer Kurz et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Sensor Selection for Aircraft Engine Performance Estimation and Gas Path Fault Diagnostics

(2016) Donald L. Simon et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Fusing unscented Kalman filter for performance monitoring and fault accommodation in gas turbine

(2016) Feng Lu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING

A re-evaluation of the 2010 quantitative understanding of the effects volcanic ash has on gas turbine engines

(2016) Rory J Clarkson et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING

Failure prognosis of multiple uncertainty system based on Kalman filter and its application to aircraft fuel system

(2016) Jie Chen et al.   Advances in Mechanical Engineering

A New Gas Path Fault Diagnostic Method of Gas Turbine Based on Support Vector Machine

(2015) Dengji Zhou et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Aircraft engine exhaust emissions and other airport-related contributions to ambient air pollution: A review

(2014) Mauro Masiol et al.   ATMOSPHERIC ENVIRONMENT

Product and technology innovation: What can biomimicry inspire?

(2014) Elena Lurie-Luke   BIOTECHNOLOGY ADVANCES

Eddy Current Testing and Evaluation of Far-Side Corrosion Around Rivet in Jet-Engine Intake of Aging Supersonic Aircraft

(2014) Jungmin Kim et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Industrial Gas Turbine Performance: Compressor Fouling and On-Line Washing

(2014) Uyioghosa Igie et al.   JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME

The New Performance Calculation Method of Fouled Axial Flow Compressor

(2014) Huadong Yang et al.   TheScientificWorldJOURNAL

COMBINING MULTI-DIMENSIONAL SCALING AND CLUSTER ANALYSIS TO DESCRIBE THE DIVERSITY OF RURAL HOUSEHOLDS

(2013) G. C. PACINI et al.   EXPERIMENTAL AGRICULTURE

Fault diagnosis of rotating machine by isometric feature mapping

(2013) Yun Zhang et al.   Journal of Mechanical Science and Technology

Model-based and data-driven prognostics under different available information

(2013) Piero Baraldi et al.   PROBABILISTIC ENGINEERING MECHANICS

An overview of time-based and condition-based maintenance in industrial application

(2012) Rosmaini Ahmad et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Compressor Fouling Modeling: Relationship Between Computational Roughness and Gas Turbine Operation Time

(2012) Francesco Melino et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Effect of Tip Clearance Dimensions and Control of Unsteady Flows in a Multi-Stage High-Pressure Compressor

(2012) Nicolas Gourdain et al.   JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME

Application of Bayesian networks in prognostics for a new Integrated Vehicle Health Management concept

(2011) Susana Ferreiro et al.   EXPERT SYSTEMS WITH APPLICATIONS

Electrostatic Monitoring of Gas Path Debris for Aero-engines

(2011) Zhenhua Wen et al.   IEEE TRANSACTIONS ON RELIABILITY

Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine

(2010) M. Saimurugan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Degradation Effects on Industrial Gas Turbines

(2009) Rainer Kurz et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Ti–N multilayer systems for compressor airfoil sand erosion protection

(2009) A. Feuerstein et al.   SURFACE & COATINGS TECHNOLOGY

Coupling principal component analysis and Kalman filtering algorithms for on-line aircraft engine diagnostics

(2008) S. Borguet et al.   CONTROL ENGINEERING PRACTICE

A comparison of filtering approaches for aircraft engine health estimation

(2007) Dan Simon   AEROSPACE SCIENCE AND TECHNOLOGY

Erosion, corrosion and erosion–corrosion of EB PVD thermal barrier coatings

(2007) R.G. Wellman et al.   TRIBOLOGY INTERNATIONAL