“TRANSFORMING PREDICTIVE MAINTENANCE WITH MACHINE LEARNING: A COMPREHENSIVE REVIEW OF INNOVATIONS AND APPLICATIONS IN CENTRIFUGAL PUMPS”. 2026. Nigerian Journal of Technology 45 (1): 101-22. https://doi.org/10.4314/njt.2026.5737.