Identificazione Non Supervisionata di Difetti Emergenti di Fabbricazione e Software
Esecuzione di DBSCAN e isolation forest per raggruppare comportamenti anomali in cluster di allerta precoce prima di dover avviare campagne di richiamo.
High-Dimensional Spatial Clustering
Clustering inverter thermal rise rates against ambient temperatures pinpoints defective thermal paste applications across specific production weeks.
- Early identification of silent manufacturing batch defects.
- Automated correlation between driving conditions and failure modes.
- Reduction of unneeded warranty repair costs by 35%.
- Closed-loop feedback to OEM CAD and manufacturing engineering teams.
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