In the previous article, the data analysis task was introduced, the next important task is how to apply machine learning into manufacturing and make it gain benefit for the business. There are different approaches to putting machine learning into business which has various positive impacts. This article will be divided into three main parts. The…

Abstract: In the previous article, data acquisition and pre-process layer was introduced. After acquiring clean data, data analysis task should be performed. Analysis of data is a vital part of running a successful business. When data is used effectively, it helps businesses have better decision-making for their future activities. There are various types of data…

Abstract: In the last article, the benefits of machine learning were introduced.  The question is how to be able to apply this technique into manufacturing? The diagram below shows basic steps on how to apply machine learning techniques. The aim of this article mainly introduces the first two basic steps: Data acquisition and data cleaning….

Abstract: The cost of material accounted for high proportion of manufacturing. Therefore, factories have researched and investigated many ways to optimize the cost of material used in manufacturing. Nowadays, there are several techniques that have been applied to find out the optimal way of saving material. Machine Learning has been proved to be one of…