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Intelligent Tool Wear Prediction Using CNN-BiLSTM-AM Based on Chaotic Particle Swarm Optimization (CPSO) Hyperparameter Optimization

Against the backdrop of the rapid development of the manufacturing industry, online monitoring of tool wear status is of great significance for enhancing the reliability and intelligence of CNC machine tools. This paper presents an intelligent tool wear condition monitoring model (CPSO-CNN-BiLSTM-AM...

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Bibliografski detalji
Glavni autori: Fei Ma, Zhengze Yang, Hepeng Zhang, Weiwei Sun
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2025-11-01
Serija:Lubricants
Teme:
Online pristup:https://www.mdpi.com/2075-4442/13/11/500
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