Prediction of Energy Consumption for Machinery in Manufacturing Process

Energy plays a vital role in the manufacturing process in packaging films industries to produce high-quality products. Consumption of energy plays a key role in the cost of polyester film products. In manufacturing industries, optimal energy leads to a higher production volume of products. Currently, the plant is facing high energy consumption at various times which is leading to increased power consumption and turn into higher cost of production. It leads to frequent breakdown of maintenance activities which causes an impact on productivity. This paper aims to analyze and identity machines that are consuming abnormal power in the manufacturing process in the given period. Also, this paper will perform future production of power consumption for a machine.