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Tool edge Chipping Monitoring Method based on Synchronous Envelope Orientation Mapping

  • Biao Ma
  • , Yue Zhang
  • , Mengtao Wang
  • , Ming Zhao
  • , Juntao Yang
  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Reliable detection of initial tool edge chipping in precision milling remains a critical challenge, as subtle fault features are often submerged in strong background noise and runout interference. To address this, this study proposes a novel vibration monitoring framework: Synchronous Envelope Orientation Mapping (SEOM). The methodology begins with an amplitude maximization strategy for strict integer-period truncation to ensure spectral accuracy. A narrowband synchronous envelope algorithm is then applied, specifically extracting higher-order edge-pass harmonics to decouple chipping-induced impacts from low-frequency eccentricity. The resulting energy distribution is visualized via polar orientation mapping, generating intuitive "petal diagrams" that reveal the health status of individual cutting edges. Furthermore, to overcome the limitations of manual visual inspection, a quantitative metric named the Polar Asymmetry Factor (PAF) is constructed to automatically assess damage severity. Results indicate that the PAF maintains high sensitivity even for micro-chipping (0.2 mm) and exhibits a monotonic positive correlation with fault evolution, providing a robust and interpretable solution for intelligent tool condition monitoring.

源语言英语
主期刊名2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9798319548672
DOI
出版状态已出版 - 2026
已对外发布是
活动2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026 - Lisbon, 葡萄牙
期限: 7 7月 2026 → 9 7月 2026

丛书

姓名2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026

会议

会议2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026
国家/地区葡萄牙
市Lisbon
时期7/07/26 → 9/07/26

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