Understanding the remaining useful life (RUL) of equipment is crucial for optimal predictive maintenance (PdM). This addresses issues downtime and unnecessary checks in run-to-failure preventive maintenance. Both feature extraction prediction algorithm have played roles on performance RUL models. A benchmark dataset, namely Turbofan Engine Degradation Simulation Dataset, was selected analysis e...