Andriy Lemeshko

Machine Learning Based Predictive Maintenance: Comparative Evaluation of Fault Prediction Models

This study investigates the effectiveness of machine learning techniques in predictive maintenance for reducing unexpected machine faults and optimizing maintenance strategies. A synthetic dataset was utilized to model Faults based on key operational parameters such as temperature, torque, rotational speed, and product...