Nozzle performance analytics
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专利名称:Nozzle performance analytics
发明人:Mikica Cvijetinovic,Gregory J. Vance,Francisco
P. Maturana
申请号:US16111712
申请日:20180824
公开号:US10624251B2
公开日:
20200414
专利内容由知识产权出版社提供
专利附图:
摘要:A pick and place nozzle performance analytics system streams production data from pick and place machines used in electronic assembly to a cloud platform as
torrential data streams, and performs analytics on the production data to track, visualize,
and predict performance of individual nozzles in terms of rejects or miss-picks. The analytics system generates a performance vector for each nozzle based on the collected production data, the performance vector tracking both the accumulated rejects and the percentage of rejects as respective dimensions of an x-y plane. The system monitors and analyzes the trajectory of this vector in the x-y plane to predict when performance degradation of the nozzle will reach a critical threshold. In response to predicting that nozzle performance degradation will exceed a threshold at a future time, the system can generate and deliver notifications to appropriate client devices.
申请人:Rockwell Automation Technologies, Inc.
地址:Mayfield Heights OH US
国籍:US
代理机构:Amin, Turocy & Watson, LLP
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