A review on vibration-based condition monitoring of rotating machinery

M Tiboni, C Remino, R Bussola, C Amici - Applied Sciences, 2022 - mdpi.com
Monitoring vibrations in rotating machinery allows effective diagnostics, as abnormal
functioning states are related to specific patterns that can be extracted from vibration signals …

Robust intelligent fault diagnosis strategy using Kalman observers and neuro-fuzzy systems for a wind turbine benchmark

Z Zemali, L Cherroun, N Hadroug, A Hafaifa, A Iratni… - Renewable Energy, 2023 - Elsevier
A wind turbine (WT) is an electromechanical system that often operates under a wide range
of production conditions. These electrical systems are nowadays expanding rapidly, and …

Non-invasive acoustic monitoring of gas turbine units by fiber optic sensors

KV Stepanov, AA Zhirnov, SG Sazonkin, AB Pnev… - Sensors, 2022 - mdpi.com
In this article, we study the possibility of gas turbine unit (GTU) monitoring using
interferometric fiber optic sensors. We used the Mach–Zehnder interferometer (MZI) scheme …

Implementation of vibrations faults monitoring and detection on gas turbine system based on the support vector machine approach

N Hadroug, A Iratni, A Hafaifa, B Alili, I Colak - Journal of Vibration …, 2024 - Springer
Purpose Gas turbines play a critical role in the gas and hydrocarbon industry, but they are
prone to failures and malfunctions that can impact their performance and safety. Therefore, it …

[PDF][PDF] Gas turbine vibration detection and identification based on dynamic artificial neural networks

MB Rahmoune, A Íratni, A Hafaifa… - Electrotehnica …, 2023 - researchgate.net
Vibration control in rotating machinery is a major challenge in oil and gas facilities that use
these machines. In gas turbines, the instability phenomenon is generated by the rotor, and …

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 …

Performance and Optimization of a Dual-Stage Vibration Isolation System Using Bio-Inspired Vibration Isolators

Z Huang, X Shi, D Mu, X Huang, W Tong - Applied Sciences, 2022 - mdpi.com
This paper thoroughly investigates the performance and multi-parameter optimization of a
dual-stage vibration isolation system with bio-inspired isolators (BI-DSVI) under different …

[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 …

[PDF][PDF] Stability and analysis of vibrations bifurcation based on dynamic modeling of a Solar Titan 130 gas turbine

M Alaoui, A Iratni, OS Alshammari, A Hafaifa… - … časopis-Journal of …, 2022 - sciendo.com
This work is interested in studying the vibrations' stability in gas turbines, compared to a
dynamic model of the Jeffcott rotor, the parameters of the gas turbine will be estimated for …

Rotor dynamics and stability of the centrifugal pump CPN 600-35 for nuclear power plants

I Pavlenko, V Simonovskiy, A Verbovyi… - Design, Simulation …, 2022 - Springer
The paper ensures the vibration reliability of the centrifugal pump CPN 600-35 for the water
supply of an industrial circuit at nuclear power plants by improving its technical designs. The …