Data extract from the article: Early fault detection in gearboxes via dynamic principal component analysis—driven multivariate statistical process control.
Abstract
Extract from the gear database of the Salesian Polytechnic University (UPS). An extract of the data analyzed in the article is shared: Early fault detection in gearboxes via dynamic principal component analysis–driven multivariate statistical process control, both for Phase I (gearbox in good condition) and for Phase II (low and high severity failure), the experimental plan and the R code for processing the data.
Fields of Study & Subjects
Fault Detection and Control Systems
Machine Fault Diagnosis Techniques
Advanced Statistical Process Monitoring
Publication details
- Journal / source
- Figshare
- Publication date
- 6 February 2026
- Document type
- Dataset