Transformers have a very important role in the electrical power system. Specifically, transformers are used to change the voltage level, either to step up or step down the voltage. Predicting the load on a transformer is very important to keep the system reliable and to avoid overloading in the coming years. This research aims to forecast the load on a 20 MVA Power Transformer at the Sungai Jua…