Sarwar, A., U. Ahmed, M. Mustafa, M. A. Muzzaffar, M. Z. Hasan, and M. Z. Hussain. “Harnessing Machine Learning for Predictive Maintenance in IoT-Based Smart Manufacturing Environments”. UMT Artificial Intelligence Review, Vol. 4, no. 2, Dec. 2025, pp. 1-21, doi:10.32350/umt-air.42.01.