In industrial settings, equipment downtime can be costly and disruptive to operations. Traditionally maintaining it often rely on scheduled inspections or reactive repairs, leading to inefficiencies and increased risk of unexpected failures. However, with the advent of IoT technology, predicting it has emerged as a…