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Fawzi Gougam

Bearing fault diagnosis based on feature extraction of empirical wavelet transform (EWT) and fuzzy logic system (FLS) under variable operating conditions
2019 · Fawzi Gougam, Chemseddine Rahmoune, et al. · Journal of Vibroengineering · 41
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Bearing faults classification under various operation modes using time domain features, singular value decomposition, and fuzzy logic system
2014 · Fawzi Gougam, Chemseddine Rahmoune, et al. · Advances in Mechanical Engineering · 33
Health Monitoring Approach of Bearing : Application of Adaptive Neuro Fuzzy Inference System (ANFIS) for RUL-Estimation and Autogram Analysis for Fault-Localization
2020 · F. Gougam, C. Rahmoune, et al. · Prognostics and Health Management Conference (PHM) · 30
Fault prognostics of rolling element bearing based on feature extraction and supervised machine learning: Application to shaft wind turbine gearbox using vibration signal
2020 · Fawzi Gougam, Rahmoune Chemseddine, et al. · Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science · 28
Spectral proper orthogonal decomposition and machine learning algorithms for bearing fault diagnosis
2023 · Adel Afia, Fawzi Gougam, et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 27
Computer numerical control machine tool wear monitoring through a data-driven approach
2024 · F Gougam, A Afia, et al. · Advances in Mechanical Engineering · 26
Bearing faults classification using a new approach of signal processing combined with machine learning algorithms
2024 · F. Gougam, A. Afia, et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 23
Hybridization of time synchronous averaging, singular value decomposition, and adaptive neuro fuzzy inference system for multi-fault bearing diagnosis
2014 · Walid Touzout, Djamel Benazzouz, et al. · Advances in Mechanical Engineering · 22
Intelligent fault classification of air compressors using Harris hawks optimization and machine learning algorithms
2023 · Adel Afia, Fawzi Gougam, et al. · Transactions of the Institute of Measurement and Control · 19
Gearbox Fault Diagnosis Using REMD, EO and Machine Learning Classifiers
2023 · Adel Afia, Fawzi Gougam, et al. · Journal of Vibration Engineering & Technologies · 18
Advancing condition-based maintenance of naval propulsion systems with ensemble learning techniques
2024 · Mohammed Amine Sahraoui, Chemseddine Rahmoune, et al. · Advances in Mechanical Engineering · 10
Gear Fault Detection, Identification and Classification Using MLP Neural Network
2022 · Afia Adel, Ouelmokhtar Hand, et al. · Lecture notes in mechanical engineering · 9
A data driven fault diagnosis approach for robotic cutting tools in smart manufacturing
2025 · Adel Afia, Fawzi Gougam, et al. · ISA Transactions · 7
Hyperparameter-optimized machine learning model for real-time estimation of lithium-ion battery state-of-charge
2025 · Walid Touzout, Mohamed Abdessamed Ait Chikh, et al. · Electrical Engineering · 6
Enhancing air compressors multi fault classification using new criteria for Harris Hawks optimization algorithm in tandem with MODWPT and LSSVM classifier
2023 · Chemseddine Rahmoune, Mohammed Amine Sahraoui, et al. · Advances in Mechanical Engineering · 6
Enhancing fault diagnosis of undesirable events in oil & gas systems: A machine learning approach with new criteria for stability analysis and classification accuracy
2023 · Mohammed Amine Sahraoui, Chemseddine Rahmoune, et al. · Proceedings of the Institution of Mechanical Engineers Part E Journal of Process Mechanical Engineering · 6
Performance Evaluation of Feature Extraction and SVM for Brain Tumor Detection Using MRI Images
2024 · Zouhir Iourzikene, Fawzi Gougam, et al. · Traitement du signal · 5
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Enhancing gearbox condition monitoring using randomized singular value decomposition and K-nearest neighbor
2024 · Adel Afia, Mocnef Soualhi, et al. · PHM Society European Conference · 4
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Automated Fault Diagnosis Using Maximal Overlap Discret Wavelet Packet Transform and Principal Components Analysis
2024 · Fawzi Gougam, Moncef Soualhi, et al. · PHM Society European Conference · 4
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Air compressor fault classification using MODWPT, time domain features, WSA and machine learning classifiers based on acoustic analysis
2023 · ADEL AFIA, Fawzi Gougam, et al. · Research Square · 3
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Edge Detection of MRI Brain Images Based on Segmentation and Classification Using Support Vector Machines and Neural Networks Pattern Recognition
2023 · Zouhir Iourzikene, Djamel Benazzouz, et al. · Lecture notes in networks and systems · 3
Predictive Wind Turbine Power Analysis Based on SCADA Data and Machine Learning Algorithms
2025 · Zouhir Iourzikene, Fawzi Gougam, et al. · Lecture notes in networks and systems · 1
A new data-driven framework for tool wear prediction using efficient PCA, and optimized SVR
2026 · Adel Afia, Mohamed Abdessamed Ait Chikh, et al. · The International Journal of Advanced Manufacturing Technology
Hybrid ResNet50-SVM Framework for Detecting Brain Tumors from MRI Images
2025 · Zouhir Iourzikene, Fawzi Gougam, et al. · Algerian Journal of Research and Technology
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Works count: 24
Citation count: 331
H-index: 10
I10-index: 11
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