aspg-25-1143-1792222719 20261017073839 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Cognitive Human-Computer Interaction JCHCI 2771-1471 2771-1463 2022 3 2 Rajmohan P. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Rishisarvesh U. S. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Ponkumar G. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Naveen R. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Pragathish R. S. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Santhosh P. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Arun k. D. Department of Computer Science Engineering, Panimalar Engineering College, Chennai, India Syed moinudeen Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India In an automation world everything gets connect to the internet using the cloud, IoT, and various techniques but it does not reach up to the mark. In a transformer, the efficiency can improve by various methods but the greatest challenge is still continuous which includes fault analysis and energy saving so there is an ideal solution to that greatest challenge using automation, cloud computing, andmachinelearning. 2022 16 20 1143 https://creativecommons.org/licenses/by/4.0/ 10.54216/JCHCI.030202 https://americaspg.com/journal/25/article/1143 https://americaspg.com/storage/61772749873.pdf