Process Data Acquisition – PLC -- Detailed
analysis of quality manage&industrial big data sources |
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12 HDC - Hot
rolled high-frequency high-density Digital steel Coil |
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6 DCC - Digital Coil
Conversion and full process quality management |
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21 Research Form for PDA System Configuration in the
Steel Industry |
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11
HDP - High frequency density and speed Data Platform construction |
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17 TDA - Typical
Data Acquisition scheme
17.1
Comprehensive plan for data acquisition of company level main and auxiliary
transmission systems
In order to isolate from the automated L1 system, signals with a sampling period of less than 10ms are collected through a dedicated PN network established by CBE20. For signals with no special requirements for sampling period, data is read from S120 through standard Ethernet using Siemens internal communication protocol. The PDA system saves the collected signals as. dat files and can also be saved to relational and temporal databases such as InfluxDB, making it convenient for various automatic reports and big data analysis such as Power BI, Fansoft, Grafana, etc. Multiple PDA servers need to be set up according to the geographical location and number of transmission systems in each factory. Figure 17.1 Comprehensive scheme for data acquisition of main and auxiliary transmission systems 17.2 S7-1500 and slave drop data
collection scheme
The S7-1500 series PLC can achieve ms level data acquisition through standard ethernet UDP and Profinet(PDAServer as multiple PN slaves), the PN switch may directly forward all slave data to the PDAServer, the system scheme is shown in the following figure. Figure
17.2 S7-1500
data collection scheme |
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Apparatus test&Fault diagnosis&Quality analysis |
Millisecond data sampling Real-time data compression Capture signal instantaneous mutation |
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PDAServer
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