Performance-based gas turbine health monitoring, diagnostics, and prognostics: A survey

H Hanachi, C Mechefske, J Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Health monitoring is an essential part of condition-based maintenance and prognostics and
health management for gas turbines. Various health monitoring systems have been …

[HTML][HTML] Signatures of compressor and turbine faults in gas turbine performance diagnostics: A review

K Mathioudakis, A Alexiou, N Aretakis, C Romesis - Energies, 2024 - mdpi.com
A review of existing research on signatures of gas turbine faults is presented. Faults that
influence the aerothermodynamic performance of compressors and turbines, such as …

[HTML][HTML] Multi-mode diagnosis of a gas turbine engine using an adaptive neuro-fuzzy system

H Hanachi, LIU Jie, C Mechefske - Chinese Journal of Aeronautics, 2018 - Elsevier
Abstract Gas Turbine Engines (GTEs) are vastly used for generation of mechanical power in
a wide range of applications from airplane propulsion systems to stationary power plants …

Vector-based deterioration index for gas turbine gas-path prognostics modeling framework

M Kiaee, AM Tousi - Energy, 2021 - Elsevier
This study presents a conceptual modeling framework for gas path prognostics of the gas
turbine, to improve condition monitoring knowledge. The structure contains main concepts …

Hybrid sequential fault estimation for multi-mode diagnosis of gas turbine engines

H Hanachi, J Liu, IY Kim, CK Mechefske - Mechanical systems and signal …, 2019 - Elsevier
Health condition monitoring of Gas Turbine Engine (GTE) components is key for predictive
maintenance planning. The task is challenging, as the gas-path components are mostly …

Gas turbine performance digital twin for real-time embedded systems

V Panov, S Cruz-Manzo - … Expo: Power for …, 2020 - asmedigitalcollection.asme.org
This contribution reports on the development of Performance Digital Twin for industrial Small
Gas Turbines. The objective of this study was the development of automation systems with …

Real-time adaptive model of mainstream parameters for aircraft engines based on OSELM-EKF

Y Guo, J Teng, X Zhou, Z Zou, J Huang, F Lu - Aerospace Science and …, 2024 - Elsevier
Gas path parameters play a crucial role in the health management of aeroengines, which
are usually generated from the nonlinear component-level model. However, risks of stability …

Experimental evaluation of different microturbojet EGT modeling approaches

F Villarreal-Valderrama, E Liceaga-Castro… - Journal of Aerospace …, 2021 - ascelibrary.org
Microturbojets are one of the main thrust sources in several high-performance unmanned
aerial vehicles (UAVs). In many applications these vehicles operate in conditions that may …

[PDF][PDF] Signatures of Compressor and Turbine Faults in Gas Turbine Performance Diagnostics: A Review. Energies 2024, 17, 3409

K Mathioudakis, A Alexiou, N Aretakis, C Romesis - 2024 - academia.edu
A review of existing research on signatures of gas turbine faults is presented. Faults that
influence the aerothermodynamic performance of compressors and turbines, such as …

An Integrated Principal Component Analysis, Artificial Neural Network and Gas Path Analysis Approach for Multi-Component Fault Diagnostics of Gas Turbine …

O Alozie, YG Li, P Pilidis, Y Liu… - … Expo: Power for …, 2020 - asmedigitalcollection.asme.org
Gas path diagnostics is a key aspect of the engine health monitoring (EHM) process that
aims to detect, identify and predict engine component faults, using information from installed …