TY - JOUR
T1 - Decoupled Measurement of Conductivity and Permeability in Eddy Current Testing Based on Multi-Frequency Closed-Loop Control
AU - Geng, Xiaoxuan
AU - Xie, Yuedong
AU - Huang, Pu
AU - Yan, Yong
N1 - Publisher Copyright:
© 1982-2012 IEEE.
PY - 2026
Y1 - 2026
N2 - Accurate decoupling measurement of electrical conductivity and magnetic permeability in ferromagnetic materials remains a significant challenge in eddy current testing (ECT) due to strong parameter coupling and lift-off interference. To address this issue, this article proposes a multivariable coupled control framework that enables high-accuracy multiparameter characterization through frequency-domain decoupling. Theoretical analysis based on the Dodd–Deeds model reveals that the mutual inductance at low frequencies is predominantly governed by magnetic permeability, which provides a basis for separating permeability and conductivity measurements. A dual closed-loop control strategy is developed in the low-to-medium frequency range, where the permeability estimated at low frequency is fed back to compensate for the medium-frequency conductivity inversion process. This iterative scheme progressively reduces parameter deviation and achieves simultaneous inversion of both parameters. Furthermore, a high-frequency feedforward controller is introduced to suppress lift-off-induced disturbances. Experimental validation demonstrates that the relative errors of the measured conductivity and permeability are within ±3.21% and ±3.65%, respectively. The proposed framework provides a systematic solution for multiparameter decoupling measurement in ferromagnetic materials.
AB - Accurate decoupling measurement of electrical conductivity and magnetic permeability in ferromagnetic materials remains a significant challenge in eddy current testing (ECT) due to strong parameter coupling and lift-off interference. To address this issue, this article proposes a multivariable coupled control framework that enables high-accuracy multiparameter characterization through frequency-domain decoupling. Theoretical analysis based on the Dodd–Deeds model reveals that the mutual inductance at low frequencies is predominantly governed by magnetic permeability, which provides a basis for separating permeability and conductivity measurements. A dual closed-loop control strategy is developed in the low-to-medium frequency range, where the permeability estimated at low frequency is fed back to compensate for the medium-frequency conductivity inversion process. This iterative scheme progressively reduces parameter deviation and achieves simultaneous inversion of both parameters. Furthermore, a high-frequency feedforward controller is introduced to suppress lift-off-induced disturbances. Experimental validation demonstrates that the relative errors of the measured conductivity and permeability are within ±3.21% and ±3.65%, respectively. The proposed framework provides a systematic solution for multiparameter decoupling measurement in ferromagnetic materials.
KW - Conductivity measurement
KW - eddy current testing (ECT)
KW - multivariable coupled control system
KW - parameter decoupling
KW - permeability measurement
UR - https://www.scopus.com/pages/publications/105046483884
U2 - 10.1109/TIE.2026.3715974
DO - 10.1109/TIE.2026.3715974
M3 - 文章
AN - SCOPUS:105046483884
SN - 0278-0046
JO - IEEE Transactions on Industrial Electronics
JF - IEEE Transactions on Industrial Electronics
ER -