Production line adjustment control system and method based on artificial intelligence

CN120848427AActive Publication Date: 2025-10-28GUANGZHOU XIAOSHENG SOFTWARE TECHNOLOGY CO LTD
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Patent Information

Application Number
CN202511071201.5
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-31
Publication Date
2025-10-28
Estimated Expiration
2045-07-31

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Abstract

The invention discloses a production line adjustment control system and method based on artificial intelligence, and relates to the technical field of intelligent manufacturing and artificial intelligence control. Comprising a data review module, an intelligent adjustment analysis module and a control module. The data review module is combined with a deviation learning network, a variational auto-encoder and a multi-modal anomaly recognition mechanism to dynamically judge process deviation and potential drift; the intelligent adjustment and analysis module generates, simulates and analyzes an optimal regulation and control strategy by using a causal graph neural network, an expert rule base and a SimFormer scoring device; the control module executes a strategy through an industrial communication protocol and feeds back a result in real time to form a closed-loop optimization process, and the system has high robustness, strong adaptability and intelligent decision-making ability, is suitable for complex and changeable manufacturing scenes, and significantly improves the production efficiency and the quality stability.
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Citation Information

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