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cs.LG2026
A Synthetic Multivariate Refrigerator Time-Series Dataset for Predictive Maintenance
Islam Benamirouche, Feriel Fass, Djemel Ziou
We generated synthetic multivariate time series for 27 refrigerators with a simplified physicsinspired simulator at one-minute resolution. The simulator includes ambient-temperatur…
cs.LG2026
A Transferable Autologistic Model for Predicting Rare Failures in Heterogeneous Equipment
Islam Benamirouche, Djemel Ziou, Feriel Fass
Predicting failures before they occur remains a major challenge in predictive maintenance, particularly when failures are rare, when equipment of the same family differ in sensor c…