Simultaneous fault diagnostics for three-shaft industrial gas turbine

WM Salilew, SI Gilani, TA Lemma, AD Fentaye… - Machines, 2023 - mdpi.com
The study focused on the development of-gas turbine full-and part-load operation
diagnostics. The gas turbine performance model was developed using commercial software …

Application of a surrogate model for condition monitoring of a digital twin gas turbine

J Luan, S Li, Y Cao, C Gu - Applied Mathematical Modelling, 2025 - Elsevier
Condition monitoring technology plays a crucial role in ensuring the reliable operation of
gas turbines. Digital twin has propelled condition monitoring research into a new phase …

Bayesian information fusion for gas turbines diagnostics and prognostics

V Zaccaria, AD Fentaye… - … Expo: Power for …, 2023 - asmedigitalcollection.asme.org
Prognosis, or the forecasting of remaining operational life of a component, is a fundamental
step for predictive maintenance of turbomachines. While diagnostics gives important …

Holistic approach promotes failure prevention of smart mining machines based on Bayesian networks

M Martinsen, AD Fentaye, E Dahlquist, Y Zhou - Machines, 2023 - mdpi.com
In the forthcoming era of fully autonomous mining, spanning from drilling operations to port
logistics, novel approaches will be essential to pre-empt hazardous situations in the …

Assessment of dynamic Bayesian models for gas turbine diagnostics, Part 2: Discrimination of gradual degradation and rapid faults

V Zaccaria, AD Fentaye, K Kyprianidis - Machines, 2021 - mdpi.com
There are many challenges that an effective diagnostic system must overcome for successful
fault diagnosis in gas turbines. Among others, it has to be robust to engine-to-engine …

[图书][B] On model based aero engine diagnostics

M Stenfelt - 2023 - search.proquest.com
Maintenance and diagnostics play a vital role in the aviation sector. This is especially true for
the engines, being one of the most vital components. Lack of maintenance, or poor …

Estimation and Mitigation of Unknown Airplane Installation Effects on GPA Diagnostics

M Stenfelt, K Kyprianidis - Machines, 2022 - mdpi.com
In gas turbines used for airplane propulsion, the number of sensors are kept at a minimum
for accurate control and safe operation. Additionally, when data are communicated between …