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Author

J. W. Simatupang

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Open access Jul 2026

Machinery Fault Detection via Multi-Domain Features and ML–DL Stacking

Overall, the results indicate that multi-domain feature extraction provides an effective compact representation for machinery fault diagnosis, while RF-based models offer the most reliable balance between classification performance, stability, and computational efficiency.

Edmun Halawa, Dhewangga Pratama, Muhammad Yeza Baihaqi et al. · 0 citations