Long short-term memory for machine remaining life prediction
Reliable tracking of performance degradation in dynamical systems such as manufacturing
machines or aircraft engines and consequently, prediction of the remaining useful life (RUL) …
machines or aircraft engines and consequently, prediction of the remaining useful life (RUL) …
Micro Gas Turbine fault detection and isolation with a combination of Artificial Neural Network and off-design performance analysis
Abstract Recently Micro Gas Turbines deployment in smart grids is growing, which increases
engine load change during its lifecycle; consequently, lifetime reduces faster, and …
engine load change during its lifecycle; consequently, lifetime reduces faster, and …
Diagnostics-oriented modelling of micro gas turbines for fleet monitoring and maintenance optimization
The market for the small-scale micro gas turbine is expected to grow rapidly in the coming
years. Especially, utilization of commercial off-the-shelf components is rapidly reducing the …
years. Especially, utilization of commercial off-the-shelf components is rapidly reducing the …
[HTML][HTML] Marine gas turbine monitoring and diagnostics by simulation and pattern recognition
U Campora, C Cravero, R Zaccone - International journal of naval …, 2018 - Elsevier
Several techniques have been developed in the last years for energy conversion and
aeronautic propulsion plants monitoring and diagnostics, to ensure non-stop availability and …
aeronautic propulsion plants monitoring and diagnostics, to ensure non-stop availability and …
Unscented Kalman-filter-based simultaneous diagnostic scheme for gas-turbine gas path and sensor faults
L Yan, H Zhang, X Dong, Q Zhou… - Measurement Science …, 2021 - iopscience.iop.org
Sensor faults can cause incorrect estimations of gas path fault amplitudes in gas turbines. In
this paper, an unscented Kalman-filter (UKF)-based simultaneous diagnostic scheme for gas …
this paper, an unscented Kalman-filter (UKF)-based simultaneous diagnostic scheme for gas …
Periodic analysis on gas path fault diagnosis of gas turbines
D Zhou, D Huang, H Zhang, J Yang - ISA transactions, 2022 - Elsevier
The gas path fault diagnosis is considered widely to ensure the economy, safety and
practicability of gas turbines. Traditional gas path diagnosis methods are vulnerable to …
practicability of gas turbines. Traditional gas path diagnosis methods are vulnerable to …
A novel performance adaptation and diagnostic method for aero-engines based on the aerothermodynamic inverse model
S Lu, W Zhou, J Huang, F Lu, Z Chen - Aerospace, 2021 - mdpi.com
Aero-engines are faced with severe challenges of availability and reliability in the increasing
operation, and traditional gas path filtering diagnostic methods have limitations restricted by …
operation, and traditional gas path filtering diagnostic methods have limitations restricted by …
Simultaneous fault diagnostics for three-shaft industrial gas turbine
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 …
diagnostics. The gas turbine performance model was developed using commercial software …
Effect of the Maintenance Strategy on the Performance and Efficiency of the Gas Turbine Unit: A Review
KD Khalaf, OM Ali - Journal Européen des Systèmes …, 2023 - search.proquest.com
With the intense competition characterizing the volatile power sector, the gas turbine
industry is currently facing new challenges of increasing operational flexibility, reducing …
industry is currently facing new challenges of increasing operational flexibility, reducing …
Remaining useful life prediction of gas turbine engine using autoregressive model
Gas turbine (GT) engines are known for their high availability and reliability and are
extensively used for power generation, marine and aero-applications. Maintenance of such …
extensively used for power generation, marine and aero-applications. Maintenance of such …