基于机制先验权重自适应的SSAE刀具磨损状态监测方法

Yiyuan Qin, Xianli Liu, Lihang Huang, Anshan Zhang, Caixu Yue, Zhifeng Liu

摘要

该论文提出了一种利用机制先验知识自适应调整权重的堆叠稀疏自编码器（SSAE）方法，用于监测刀具磨损状态。通过结合物理机制与深度学习，该方法提高了刀具磨损预测的准确性和鲁棒性。

tool wear monitoringSSAEweight adaptationmechanism priormanufacturing

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