notesum.ai
Published at November 21Predictive Maintenance Study for High-Pressure Industrial Compressors: Hybrid Clustering Models
Released Date: November 21, 2024
Authors: Alessandro Costa1, Emilio Mastriani1, Federico Incardona1, Kevin Munari1, Sebastiano Spinello1
Aff.: 1INAF, Osservatorio Astrofisico di Catania, Via S. Sofia 78, I-95123 Catania, Italy

| CA | ARI | NMI |
|---|---|---|
| KMEANS | 0.30 | 0.42* |
| HDBSCAN | 0.55* | 0.64* |
| OPTIC | -0.02 | 0.16 |
| BIRCH | 0.03 | 0.25 |
| GMM | 0.45* | 0.56* |
| MS-AMS | 0.35* | 0.36 |