Review
Open access
Aug 2026
Machine Learning for Predictive Maintenance in Manufacturing
The findings reveal that ML algorithms significantly improve fault detection, Remaining Useful Life (RUL) estimation, and maintenance decision-making, but challenges related to data quality, model interpretability, cybersecurity, and integration with legacy systems continue to affect implementation effectiveness.
Prithvi Siva Sankar Shunmuga Sundaram, N.Malathi, R.Venugopal et al.
· Stanzaleaf International Jou... · 0 citations