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A Sensor Fusion Strategy to Compensate Lift-Off Noise for Eddy Current Testing

  • Jiyao Li
  • , Yuedong Xie*
  • , Fulu Liu
  • , Xiaofei Huang
  • , Linhui Ma
  • , Zhaoming Zhou
  • , Lijun Xu
  • *Corresponding author for this work
  • Beihang University
  • Southwest Petroleum University China

Research output: Contribution to journalArticlepeer-review

Abstract

Eddy current testing (ECT) has been extensively employed in nondestructive testing for the detection of defects. However, variations in the lift-off distance of the ECT probe during inspections can lead to signal fluctuations that possibly obscure defect identification. To address this challenge, a novel lift-off suppression method utilizing an accelerometer-assisted sensing probe is proposed. The accelerometer integrated into the ECT probe measures the probe's acceleration, allowing for lift-off distance estimation and further compensation. To further enhance this compensation, a Kalman filtering-based zero-lift-off updating algorithm is developed, improving the accuracy of lift-off distance estimations. Experimental results demonstrate a substantial reduction in lift-off noise, with average lift-off noise peak amplitudes (PAs) reduced by 9.26 -22.01 dB compared to raw signals. In addition, the impact of excitation frequency on lift-off suppression performance and defect detection capability is investigated.

Original languageEnglish
Pages (from-to)362-369
Number of pages8
JournalIEEE Sensors Journal
Volume25
Issue number1
DOIs
StatePublished - 2025

Keywords

  • Accelerometer
  • Kalman filter
  • eddy current testing (ECT)
  • lift-off noise
  • sensor fusion

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