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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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

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.

Original languageEnglish
Title of host publication2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798319548672
DOIs
StatePublished - 2026
Externally publishedYes
Event2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026 - Lisbon, Portugal
Duration: 7 Jul 2026 → 9 Jul 2026

Publication series

Name2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026

Conference

Conference2026 International Conference on Control, Automation and Diagnosis, ICCAD 2026
Country/TerritoryPortugal
CityLisbon
Period7/07/26 → 9/07/26

Keywords

  • Edge chipping
  • Polar orientation mapping
  • Synchronous Envelope
  • TSA

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