● Realize hardware isolation between welding machine and external interface and conversion of software communication protocol
● Make it easier for the automatic line and enterprise MES system to connect seamlessly
● The welding quality inspection process uses SPC prediction and CPK estimation
● To a certain extent, it can determine the consistency and stability of the production line during the welding process
● The sampling rate of the welding process reaches 1 millisecond, with high acquisition accuracy, so it can better detect each welding process
● Under the same welding result data, it is also possible to judge the abnormality in the welding process
● The system has a secondary detection function for NG products. The NG alarm system will check the user in case of changes in the external environment (such as materials, parameters, welding machine failure, etc.)
● Project: NG product and consistency monitoring, automatic line NG station picking
● Data source: 47,538 sets of valid data, 1,000 sets of characteristic value data
● Monitoring results: 96 NGs were detected, with an NG ratio of 0.201%. 66 NGs were found during re-testing.
● 25 consistency errors, 5 confirmed false positives, no missed negatives
● Some pictures are as follows:
● Project: NG product and consistency monitoring, NG working condition simulation
● Data source: 2899 sets of valid data, 100 sets of characteristic value data
● Monitoring results: 6 NG were detected
● Some pictures are as follows:
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