Abstract:
To realize flexible intelligent tool failure detection for production line, a mobile tool failure inspection system is designed. Through the analysis of system requirements, the structure design of the image acquisition module and the tool change module are targeted; by coupling the denoising module and the classification module, the tool fault diagnosis model has been trained; By analyzing the signal such as machine tool current, on-line failure diagnosis is realized and combined with in-place detection, which solves the problem of insufficient real-time detection. After experimental verification, it can be proved that there is no wrong diagnosis when the mobile tool failure inspection is carried out in the actual CNC machining process.
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