Open access
Aug 2026
Machine Learning-Based Predictive Maintenance and Fault Diagnosis for Intelligent Mechanical Systems
This study proposes a machine learning-based predictive maintenance framework for machine failure prediction and fault diagnosis using the AI4I 2020 Predictive Maintenance Dataset, and identified torque, torque–speed ratio, and tool wear as the most influential predictors of machine failure.
Abhishek Sharma, Sujesh Kumar, Ramkrishna Mohan Kambli et al.
· Journal of Intelligent Decis... · 0 citations