Gas-path diagnostics is an essential part of gas turbine (GT) condition-based maintenance
(CBM). There exists extensive literature on GT gas-path diagnostics and a variety of …

The fault diagnosis of gas turbines plays a vital role in engine reliability and availability. The
data-driven diagnostic model has been verified useful for identifying and characterizing …

In this study, nonlinear autoregressive exogenous (NARX) models of a heavy-duty single-
shaft gas turbine (GT) are developed and validated. The GT is a power plant gas turbine …

One of the challenges that data-based gas path component monitoring systems are facing,
is the poor performance in those operational conditions that are not considered in the …

Artificial intelligence applications in network industries have the potential to reduce network
roll-out and operating costs, improve performance, enhance customer service, and support …

During recent decades, artificial intelligence has been employed as a powerful tool for
identification of complex industrial systems with nonlinear dynamics, such as gas turbines …

Considering the fact that the signs of performance deterioration in the main components of
gas turbines vary in different operating points, thus designing a Fault Detection and …

In this work an integrated heath monitoring platform is proposed and developed for
performance analysis and degradation diagnostics of gas turbine engines. The aim is to link …

Today, gas turbines (GTs) are one of the major parts of modern industry. They have played a
key role in aeronautical industry, power generation, and main mechanical drivers for large …

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 …