[HTML][HTML] Investigation of fault detection and isolation accuracy of different Machine learning techniques with different data processing methods for gas turbine

WM Salilew, ZAA Karim, TA Lemma - Alexandria Engineering Journal, 2022 - Elsevier
Classification is an essential task for many applications, including text classification, image
classification, data classification, and so on. The present study investigates the accuracy of …

Gas turbine performance and health status estimation using adaptive gas path analysis

YG Li - 2010 - asmedigitalcollection.asme.org
In gas turbine operations, engine performance and health status are very important
information for engine operators. Such engine performance is normally represented by …

Model-based performance diagnostics of heavy-duty gas turbines using compressor map adaptation

TS Kim - Applied energy, 2018 - Elsevier
The major cause of the performance degradation of industrial gas turbines is compressor
fouling due to airborne contaminants. Performance diagnostics is required to evaluate …

Nonlinear multiple points gas turbine off-design performance adaptation using a genetic algorithm

YG Li, MFA Ghafir, L Wang, R Singh, K Huang… - 2011 - asmedigitalcollection.asme.org
Accurate gas turbine performance models are crucial in many gas turbine performance
analysis and gas path diagnostic applications. With current thermodynamic performance …

[PDF][PDF] Diagnostic Methods for an Aircraft Engine Performance.

EL Ntantis, PN Botsaris - Journal of Engineering Science & Technology …, 2015 - jestr.org
The main gas path components, namely compressor and turbine, are inherently reliable but
the operation of the aero engines under hostile environments, results into engine …

Improved multiple point nonlinear genetic algorithm based performance adaptation using least square method

YG Li, MF Abdul Ghafir, L Wang, R Singh, K Huang… - 2012 - asmedigitalcollection.asme.org
At off-design conditions, engine performance model prediction accuracy depends largely on
its component characteristic maps. With the absence of actual characteristic maps …

Multiple-point adaptive performance simulation tuned to aeroengine test-bed data

YG Li, L Marinai, EL Gatto, V Pachidis… - Journal of Propulsion and …, 2009 - arc.aiaa.org
THE capability of modeling and accurately predicting aero-engine performance is
recognized to be an asset for both engine manufacturers and users. This Introduction …

A novel, reduced-order optimization method for nonlinear model correction of turboshaft engines

X Han, J Huang, X Zhou, Z Zou, F Lu… - Journal of Mechanical …, 2024 - Springer
Turboshaft engines are different from each other due to manufacturing and installation
tolerances. Hence, it is difficult to draw out the physical model from the average component …

Assessment of degradation equivalent operating time for aircraft gas turbine engines

O Alozie, YG Li, M Diakostefanis, X Wu… - The Aeronautical …, 2020 - cambridge.org
This paper presents a novel method for quantifying the effect of ambient, environmental and
operating conditions on the progression of degradation in aircraft gas turbines based on the …

A new component map generation method for gas turbine adaptation performance simulation

Q Yang, S Li, Y Cao - Journal of Mechanical Science and Technology, 2017 - Springer
The accuracy of component maps significantly affects gas turbine performance simulation
results. Unfortunately, the information in component maps is usually insufficient to …