Industrial production quality analysis early warning method and system
A quality analysis and early warning system technology, applied in the field of data analysis, can solve problems such as abnormal detection, waste of manpower and time, and achieve the effects of optimizing production, improving product yield, and reducing production costs
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[0050] Example 1
[0051] The early warning method of industrial production quality analysis is connected to each data layer through the self-developed industrial data analysis platform, and allows users to connect to private data, providing a wealth of data sources for self-service data analysis. Data sources are the basis of data analysis, generally IT / data research and development And other technical users will use it. At present, industrial production quality analysis supports four categories: cloud data sources, self-built data sources, file-based data sources and application data sources. The product data produced on-site by industrial equipment is analyzed through the industrial production quality early warning analysis platform. First, the industrial data will be connected to the industrial production quality analysis early warning platform. After connecting the data, it is necessary to create a data set and build a data modeling. Complete preparations for data analysis...
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[0062] Example 2
[0063] Embodiment 2 can be regarded as a preferred example of Embodiment 1. The industrial production quality analysis early warning system described in Example 2 uses the steps of the industrial production quality analysis early warning method described in Example 1.
[0064] Such as figure 1 As shown, an industrial production quality analysis and early warning system includes:
[0065] Access data source module: configure different access interfaces according to different data sources, set automatic operation procedures in the access interface, and access data sources from the industrial production data platform;
[0066] Create data set module: use tables or SQL in the data source to create a data set, associate and rename multiple data sets to form a basic data set;
[0067] Analysis and warning module: Display the basic data set in the form of a chart board, highlight the key fields in the basic data set, add analysis warning signs on the chart board, and auto...
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