id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-5261	P Balaji Prasad	IoT and Machine Learning-Driven Predictive Maintenance for Enhanced Supply Chain Performance	2025	12	.pdf	application/pdf	4937	260	35	Furthermore, predictive maintenance data can be linked with ERP systems to automate procurement of spare parts and update maintenance schedules. The results affirm that predictive maintenance, empowered by IoT and ML, can significantly enhance asset reliability, reduce operational costs, and increase supply chain resilience.	cache/cana-5261.pdf	txt/cana-5261.txt