M Amozegar, K Khorasani - Neural Networks, 2016 - Elsevier
In this paper, a new approach for Fault Detection and Isolation (FDI) of gas turbine engines is proposed by developing an ensemble of dynamic neural network identifiers. For health …
E Naderi, K Khorasani - Mechanical Systems and Signal Processing, 2018 - Elsevier
In this work, a data-driven fault detection, isolation, and estimation (FDI&E) methodology is proposed and developed specifically for monitoring the aircraft gas turbine engine actuator …
In this brief, a novel real-time fault detection and isolation (FDI) scheme that is based on the concept of multiple model is proposed for aircraft jet engines. A modular and a hierarchical …
In this paper, a nonlinear fault detection and isolation (FDI) scheme that is based on the concept of multiple model approach is proposed for jet engines. A modular and a …
YK Park, SW Moon, TS Kim - Energies, 2021 - mdpi.com
As the proportion of power generation using renewable energy increases, it is important to improve the operational flexibility of gas turbines (GTs) for the stability of power grids …
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 …
V Panov - Turbo Expo: Power for Land, Sea, and Air, 2014 - asmedigitalcollection.asme.org
Real-time gas turbine engine models are integral part of techniques such as model-based control and diagnostics. The use of model based techniques to diagnose and adaptively …
S Cruz-Manzo, V Panov, Y Zhang - Machines, 2018 - mdpi.com
In this study, an assessment of degradation and failure modes in the gas-path components of twin-shaft industrial gas turbines (IGTs) has been carried out through a model-based …
Novelty detection is crucial to ensure the availability and reliability of an industrial gas turbine. With the application of modern health monitoring systems, there is an ample amount …