Identificación No Supervisada de Defectos Emergentes de Fabricación y Software
Uso de DBSCAN e isolation forests para agrupar firmas atípicas en alertas tempranas antes de que ocurran llamadas a revisión.
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.
Explorar Portafolio de Dominios