Apinaya Prethi K.N, Dr.M.Sangeetha, Nithya.S. 2021. “Forecasting Appliances Failure Using WEKA Classification Algorithms”. Design Engineering, November, 11716 -22. http://thedesignengineering.com/index.php/DE/article/view/6242.