Industrial intelligent controller capable of deploying AI model dynamically

An intelligent controller and dynamic deployment technology, applied in simulators, program control, computer control, etc., can solve problems such as product problems, inability to respond to the real-time requirements of AI models, and long model response time, achieving high real-time performance, The effect of monitoring and management alarm is convenient and easy to connect
CN110658759APending Publication Date: 2020-01-07上海众壹云计算科技有限公司
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
上海众壹云计算科技有限公司
Publication Date
2020-01-07

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Abstract

The invention discloses an industrial intelligent controller capable of deploying an AI model dynamically, relating to the technical field of industrial intelligent controller. The industrial intelligent controller comprises an EDGE BOX end and a control center, wherein the EDGE BOX end and the control center transmit or communicate with each other through a multi-path serial port, an Ethernet interface, WiFi or 5G netowrk, the EDGE BOX end is communicated connection with a production machine table through a serial port, the EDGE BOX based on an edge calculation controller of an X86 processorintegrates the multi-path serial port, the Ethernet interface, WIFI and the 5G wireless communication module, and the control center, a K8S control end the EDGE BOX end are used for collecting data ofthe production machine table, sending a control command to the control center, and deploying an AI operation model and edge calculation nodes of an operation component dynamically through the controlcenter. The industrial intelligent controller capable of deploying the AI model dynamically can perform a complex algorithm and a device model in local and can perform intelligent edge analysis and control, thereby having better effect in real time performance.
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Description

technical field

[0001] The invention relates to the technical field of industrial intelligent controllers, more specifically, it relates to an industrial intelligent controller capable of dynamically deploying AI models. Background technique

[0002] In the manufacture of modern semiconductor integrated circuits, it is a very common method to use AI to assist traditional SPC control. The usual process is to collect historical production process data for offline modeling, and then build an AI model operating platform to deploy the model for calculation. . refer to figure 1 , the main process is as follows: 1. EAP collects the data of the production machine through the industrial communication protocol; 2. EAP sends the collected data to the MES system through the network; 3. The MES system performs general data processing, stores it, and sends it to AI Model running platform; 4. After the AI ​​model is run, the calculation results are returned to the MES system; 5. The MES ...

Claims

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