| dc.description.abstract | The printed circuit board has evolved over the past 30 years. From the beginning, the simple double-sided board has to be filled with more circuits on a board in response to the complexity of the components. It has progressed to the current high-level board. Here, a noun is derived as the inner-outer layer structure ratio. Assuming that the inner-outer layer structure ratio is 5, it represents the production of 1 Panel, and the inner-layer circuit demand is 5 Panel. A company from 2010 has a structure ratio of 3 to the present. The average structure ratio has reached 5, representing The area of the paid warehouse may not be different from the past, but the demand for the inner layer is indeed 5 times that of the previous demand, so the capacity of the inner layer circuit has become an issue that we need to attention it.
With the substantial improvement of computer computing, the application of big data analysis and data exploration is becoming more and more popular, and the focus of this research is to introduce the logic of data exploration into the system of the factory, find the key factors of decision-making, and predict the production of new products The previous theoretical parameters, through information collection, and the use of regression correction formulas, can make predictions more and more accurate, and the accurate hit of the parameters is not only the benefit of capacity increase, because the production line speed can be predicted, so we can accurately know each With a WIP output time, we can better provide the correct delivery time, and the increase in production capacity provides us with a lower cost to customers and increase the growth of profitable space. The accurate delivery time provides us with trust in the delivery of customers, greatly increasing The company′s competition in the printed circuit board industry. | en_US |