[HTML][HTML] Hybrid intelligence for enhanced fault detection and diagnosis for industrial gas turbine engine

U Sarwar, M Muhammad, AA Mokhtar, R Khan… - Results in …, 2024 - Elsevier
Abstract In context of industry 4.0, intelligent manufacturing and maintenance play a
significant role. The fault detection and diagnosis (FDD) of industrial gas turbine (IGT) …

Advancing predictive maintenance for gas turbines: An intelligent monitoring approach with ANFIS, LSTM, and reliability analysis

L Brahimi, N Hadroug, A Iratni, A Hafaifa… - Computers & Industrial …, 2024 - Elsevier
Gas turbine malfunctions can significantly impact production and safety. This study proposes
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

Y Mahroug, BS Khaldi, M Guemana, A Hafaifa… - …, 2023 - bibliotekanauki.pl
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 …

Intelligent faults diagnostics of turbine vibration's via Fourier transform and neuro-fuzzy systems with wavelets exploitation

N Hadroug, A Iratni, A Hafaifa, I Colak - Smart Science, 2024 - Taylor & Francis
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 …

Model-Based Faults Diagnostics of Single Shaft Gas Turbine Using Fuzzy Faults Tolerant Control

H Bagua, BS Khaldi, A Iratni, A Hafaifa… - Automatic Control and …, 2024 - Springer
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 …

[PDF][PDF] Results in Engineering

A Waqar, N Bheel, HR Almujibah, O Benjeddou… - researchgate.net
This study background highlights the increasing need for effective management of risks in
tall buildings due to their complexity and potential hazards. BIM has been accepted as a …