Heading machine gearbox performance monitoring system and method based on artificial intelligence and digital twinning
The invention discloses a heading machine transmission system performance monitoring system and method based on artificial intelligence and digital twinning. The system comprises a gearbox scheduling mobile terminal, a data acquisition and transmission server and a virtual monitoring terminal. The m...
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Main Authors | , , , , |
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Format | Patent |
Language | Chinese English |
Published |
30.01.2024
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Subjects | |
Online Access | Get full text |
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Summary: | The invention discloses a heading machine transmission system performance monitoring system and method based on artificial intelligence and digital twinning. The system comprises a gearbox scheduling mobile terminal, a data acquisition and transmission server and a virtual monitoring terminal. The method comprises the following steps: acquiring gear box operation related data in real time, and broadcasting the gear box operation related data to a local area network or the Internet in real time through a related information server; analyzing gear box operation related data in real time through subscription acquisition; establishing a 3D model after mapping rendering of the gear box, importing the 3D model into Unity 3D, establishing a real-time dynamic monitoring model, and identifying and changing the gear state by the model through vibration data acquired by a temperature vibration sensor; a performance prediction model is trained by artificial intelligence, the model can display predicted performance data i |
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Bibliography: | Application Number: CN202311458230 |