AM Download
The original analysis data of all pages can be downloaded in various formats, including excel, text, JSON, etc.
AM ALARM
Multi dimensional real-time quality alarm, such as yield, capacity, single bad, eight rules.
There are various alarm messages, such as email, SMS and system.
The alarm information traces back to the original data.
AM Interface Analysis
The position of each SPC point is displayed visually in the form of graph;
The status of each SPC is analyzed through multiple dimensions;
Different colors are used to distinguish the excellent grade of SPC measurement results;
Each SPC point was analyzed (such as box plot, normal distribution, ichart, mrchart, etc.).
AM Exploratory Analysis
Users can drag and drop fields for analysis, and conduct any dimension analysis.
The analysis results are diversified, supporting more than 10 kinds of graphs, such as line chart, bar chart, combination chart, stacked bar chart, box line chart, etc.
AM Customized Module
Personalized and complex requirements for users. The data needs special processing, and the analysis logic and page need to be customized.
AM CY
Based on the correlation analysis of material passing time and yield, this paper explores the correlation between the length of transit time and product yield.
Machine Learning
Based on the historical production capacity, yield and other data, machine learning is carried out to predict the yield.
Based on the product testing data, machine learning is used to warn and replace CNC tools.
Based on the decision tree algorithm, the model of material defect analysis is established, and the supplier, equipment information, transit time and test value of the front site are collected to analyze the main causes of a defect in a certain station for a period of time.
