Houssem Habbouche

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

Houssem Habbouche, Yassine Amirat, Tarak Benkedjouh et al. · IEEE Transactions on Energy Conversion · 2021 · 94 citations · Full text

Computing, Computer Science, Condition Assessment +16

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

Rabah Bazi, Tarak Benkedjouh, Houssem Habbouche et al. · The International Journal of Advanced Manufacturing Technology · 2022 · 73 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +11

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

Houssem Habbouche, Yassine Amirat, Tarak Benkedjouh et al. · Measurement · 2025 · 47 citations

Engineering, Mechanical Engineering, Systems Engineering +16

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

Houssem Habbouche, Tarak Benkedjouh, Noureddine Zerhouni · The International Journal of Advanced Manufacturing Technology · 2021 · 27 citations

Engineering, Marine Engineering, Forecasting +14

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

Houssem Habbouche, Tarak Benkedjouh, Yassine Amirat et al. · Entropy · 2021 · 25 citations · Full text

Computing, Computer Science, Mechanical Engineering +17