Journal of Cognitive Human-Computer Interaction JCHCI 2771-1463 2771-1471 10.54216/JCHCI https://www.americaspg.com/journals/show/1143 2021 2021 Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Rajmohan Rajmohan Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Rishisarvesh U.. .. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Ponkumar. .. 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. .. Department of Computer Science Engineering, Panimalar Engineering College, Chennai, India Arun k.. .. Department of Electrical and Electronics Engineering, Panimalar Engineering College, Chennai, India Syed moinudeen 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 2022 16 20 10.54216/JCHCI.030202 https://www.americaspg.com/articleinfo/25/show/1143