Dr.A.Suphalakshmi,Ms. Pavithra P M,Mrs. K.P.Vijayalakshmi,Mr. Mrs.S.Mahalakshmi, “Predictive Maintenance Using Machine Learning in Industrial IoT Systems”, Journal of Computational Analysis and Applications (JoCAAA), vol. 33, no. 08, pp. 3357–3362, Aug. 2024.