Advancing predictive maintenance for gas turbines: An intelligent monitoring approach with ANFIS, LSTM, and reliability analysis
Gas turbine malfunctions can significantly impact production and safety. This study proposes
an intelligent monitoring system for MS5002C gas turbines using Adaptive Neuro-Fuzzy …
an intelligent monitoring system for MS5002C gas turbines using Adaptive Neuro-Fuzzy …
[PDF][PDF] ARMAX-based identification and diagnosis of vibration behavior of gas turbine bearings
Parametric identification approaches play a crucial role in the control and monitoring of
industrial systems. They facilitate the identification of system variables and enable the …
industrial systems. They facilitate the identification of system variables and enable the …
Intelligent faults diagnostics of turbine vibration's via Fourier transform and neuro-fuzzy systems with wavelets exploitation
Gas turbines play a vital role in gas transportation and power generation, but they are prone
to instability phenomena that can lead to vibrations, shorten equipment lifespan, and result …
to instability phenomena that can lead to vibrations, shorten equipment lifespan, and result …
Identification of twin-shaft gas turbine based on hybrid decoupled state multiple model approach
Monitoring control of industrial systems is essential for the good productivity and safety of
installations and operators, with better performance that must be guaranteed. This is often …
installations and operators, with better performance that must be guaranteed. This is often …
Model-Based Faults Diagnostics of Single Shaft Gas Turbine Using Fuzzy Faults Tolerant Control
This paper proposes a new fault-tolerant control approach for gas turbines, based on fuzzy
techniques that allow real-time observation of their behavior. The approach consists of …
techniques that allow real-time observation of their behavior. The approach consists of …
Closed-loop identification practice of two-shaft gas turbine variables with reliable linear control approach
The practice of control strategies and their applications on industrial systems requires
reliable models in implementation, with an identification of their variables involved in the …
reliable models in implementation, with an identification of their variables involved in the …
The Effect of Ambient Temperature on the Performance of a Gas Turbine
B Fatima, H Ahmed, H Nadji - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Gas turbines play a vital role in various industrial applications, including power generation,
aircraft propulsion, and mechanical drive systems. One crucial factor influencing the …
aircraft propulsion, and mechanical drive systems. One crucial factor influencing the …