Ashish Kumar et al. 2026. AI-DRIVEN PREDICTIVE MAINTENANCE AND INTELLIGENT MONITORING OF MECHANICAL SYSTEMS USING MACHINE LEARNING AND IOT. International Journal of Computer Information Systems and Industrial Management Applications. 18, 19s (Aug. 2026), 393–404. DOI:https://doi.org/10.70917/ijcisim-2026-5026.