Using the statistical analysis method in developing the nonferrous

system is crucial for maintaining the stability and improving the efficiency of

production products with the highest effective energy consumption. That said,

the process of doing that is quite complicated and requires a lot of diverse

expertise and skills. In this paper, we give an overview of finding standard

working pattern analysis of tap position and skip time from the large dataset of

nonferrous environment.