2025 School of Engineering and Applied Sciences NEWPORT INTERNATIONAL JOURNAL OF SCIENTIFIC AND EXPERIMENTAL SCIENCES (NIJSES) Artificial Intelligence in Predictive Maintenance for Industry Awafung Emmanuel