Author

Houssem Habbouche

Observed name: houssem habbouche

Observed institution: Polytechnic School of Algiers

ORCID: 0000-0003-0012-0769

Observed ORCID: 0000-0003-0012-0769

OpenAlex ID: A5004313829

Bearing Fault Event-Triggered Diagnosis Using a Variational Mode Decomposition-Based Machine Learning Approach

2021 · Houssem Habbouche, Yassine Amirat, et al. · IEEE Transactions on Energy Conversion · 100

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A hybrid CNN-BiLSTM approach-based variational mode decomposition for tool wear monitoring

2022 · Rabah Bazi, Tarak Benkedjouh, et al. · The International Journal of Advanced Manufacturing Technology · 78

Digital twin-based gearbox fault diagnosis using variational mode decomposition and dynamic vibration modeling

2025 · Houssem Habbouche, Yassine Amirat, et al. · Measurement · 56

Gearbox Failure Diagnosis Using a Multisensor Data-Fusion Machine-Learning-Based Approach

2021 · Houssem Habbouche, Tarak Benkedjouh, et al. · Entropy · 29

Intelligent prognostics of bearings based on bidirectional long short-term memory and wavelet packet decomposition

2021 · Houssem Habbouche, Tarak Benkedjouh, et al. · The International Journal of Advanced Manufacturing Technology · 27

A hybrid approach for gearbox fault diagnosis based on deep learning techniques

2024 · Mokrane Bessaoudi, Houssem Habbouche, et al. · The International Journal of Advanced Manufacturing Technology · 20

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A 2D VMD video image processing-based transfer learning approach for the detection and estimation of biofouling in tidal stream turbines

2024 · Houssem Habbouche, Haroon Rashid, et al. · Ocean Engineering · 19

Leveraging Digital Twins and AI for Enhanced Gearbox Condition Monitoring in Wind Turbines: A Review

2025 · Houssem Habbouche, Yassine Amirat, et al. · Applied Sciences · 16

A Wavelet Transform-Based Transfer Learning Approach for Enhanced Shaft Misalignment Diagnosis in Rotating Machinery

2025 · Houssem Habbouche, Tarak Benkedjouh, et al. · Electronics · 14

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Damage assessment of composite material based on variational mode decomposition and BiLSTM

2023 · Billel Aklouche, Tarak Benkedjouh, et al. · The International Journal of Advanced Manufacturing Technology · 13

B-FLOWS: Biofouling Focused Learning and Observation for Wide-Area Surveillance in Tidal Stream Turbines

2024 · Haroon Rashid, Houssem Habbouche, et al. · Journal of Marine Science and Engineering · 11

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Rotating machine bearing health prognosis using a data driven approach based on KS‐density and BiLSTM

2024 · Houssem Habbouche, Tarak Benkedjouh, et al. · IET Science Measurement & Technology · 9

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Digital twin-based enhancement of vibration measurements for gearbox monitoring under data scarcity

2026 · Houssem Habbouche, Yassine Amirat, et al. · Measurement · 8

Robust planetary gearbox fault diagnosis through time–frequency analysis and transfer learning

2026 · Mahmoud Elhabib Bekaddour Benattia, Houssem Habbouche, et al. · Engineering Applications of Artificial Intelligence · 6

Fault Detection in Gearboxes Using Fisher Criterion and Adaptive Neuro-Fuzzy Inference

2025 · Houssem Habbouche, Tarak Benkedjouh, et al. · Machines · 4

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Numerical and experimental investigation of a cooling technique of a turbocharger radial turbine

2024 · Younes Ziad, Smail Khalfallah, et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 4

Wavelet-based multi-branch deep learning for tool wear monitoring with physics-informed label construction

2026 · Oussama Redjaimia, Houssem Habbouche, et al. · The International Journal of Advanced Manufacturing Technology · 3

ANN-based parameter selection for tolerance-compliant FDM manufacturing: A drawing-driven optimization approach

2026 · Sif Eddine Sadaoui, Abdel Wahhab Lourari, et al. · The International Journal of Advanced Manufacturing Technology · 1

Projection-based transfer learning for point cloud surface classification in reverse engineering and re-manufacturing of mechanical parts: A comparative study

2026 · Sif Eddine Sadaoui, Houssem Habbouche, et al. · The International Journal of Advanced Manufacturing Technology · 1

Digital Twin-based Bearing Fault Diagnosis Using a 4-DOF Model and Hybrid Deep Learning

2025 · Houssem Habbouche, Yassine Amirat, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 1

An Adaptive Neuro-Fuzzy Inference System for Retrieving the Complex Permittivity and Permeability of Composite Materials

2026 · Youcef Amine Medjaouri, Karim Khiari, et al. · SSRN Electronic Journal

Synthesis and characterization of novel bio-energetic polybenzoxazines derived from eugenol

2025 · Thamer Gouasmia, Oussama Mehelli, et al. · Materials Today Communications

A Data-Driven Approach for Cutting Tool Health Assessment Using Kernel Smoothing and Deep Learning

2025 · Houssem Habbouche, Redjaimia Oussama, et al. · International Conference on Control, Automation and Diagnosis (ICCAD)

Tool Wear Conditions Monitoring Based on Kernel Smoothing Density and Deep Learning

2021 · Rabah BAZI, Tarak Benkedjouh, et al. · Research Square

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Works count: 24

Citation count: 420

H-index: 11

I10-index: 11