Robust Fitting Polarization Curves of X70 Steel Under MIC and AC Interference

Extracting reliable corrosion kinetic parameters from polarization curves is particularly challenging for X70 steel under the synergistic effect of microbiologically influenced corrosion (MIC) and alternating current (AC) interference, as both factors significantly distort the electrochemical response. To address this, a novel fitting strategy was developed. In this approach, the overall polarization curve is reconstructed by combining separately modeled anodic and cathodic branches. To preserve the shape of the polarization curve, a slope-consistency constraint was enforced through dynamic penalty factors that balance fitting accuracy with shape preservation during optimization, which was performed using an intelligent algorithm. The results demonstrate the robustness of the proposed strategy, demonstrating low sensitivity to initial guesses and algorithmic parameters. Evaluation confirms that accuracy is maintained even when the data density is reduced by half. Among the parameters extracted, the Tafel slopes and corrosion current density show higher reliability than others. This work provides a robust and effective tool for the kinetic analysis of complex corrosion systems involving MIC and AC.

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Publication Details

Journal
Metals
Published
2026-03-03
DOI
https://doi.org/10.3390/met16030281
Primary Topic
Corrosion Behavior and Inhibition
Type
article
Field-Weighted Citation Impact
0.00

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article

Robust Fitting Polarization Curves of X70 Steel Under MIC and AC Interference

Daiwei Liu, Baikang Zhu, B.S. Hong, Shouxin Zhang et al.
Metals
Corrosion Behavior and Inhibition
article

Robust Fitting Polarization Curves of X70 Steel Under MIC and AC Interference

Daiwei Liu, Baikang Zhu, B.S. Hong, Shouxin Zhang, Zhiwei Chen, Huizhong Xu, Junfei Zheng, Yuanyu Wang
article en

Abstract

Extracting reliable corrosion kinetic parameters from polarization curves is particularly challenging for X70 steel under the synergistic effect of microbiologically influenced corrosion (MIC) and alternating current (AC) interference, as both factors significantly distort the electrochemical response. To address this, a novel fitting strategy was developed. In this approach, the overall polarization curve is reconstructed by combining separately modeled anodic and cathodic branches. To preserve the shape of the polarization curve, a slope-consistency constraint was enforced through dynamic penalty factors that balance fitting accuracy with shape preservation during optimization, which was performed using an intelligent algorithm. The results demonstrate the robustness of the proposed strategy, demonstrating low sensitivity to initial guesses and algorithmic parameters. Evaluation confirms that accuracy is maintained even when the data density is reduced by half. Among the parameters extracted, the Tafel slopes and corrosion current density show higher reliability than others. This work provides a robust and effective tool for the kinetic analysis of complex corrosion systems involving MIC and AC.

MetalsVol. 16(3)
Zhejiang Ocean University (CN), Ningbo Science and Technology Bureau (CN)
National Key Research and Development Program of China
Openalex Percentile: Top 38%
Corrosion Behavior and Inhibition
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