Investigating the Synergistic Corrosion Protection Effect of an Alloy Element and Corrosion Inhibitor on Steel Reinforcement Using Machine Learning and Electrochemical Impedance Spectroscopy DOI Creative Commons
Cheng Wen,

Baitong Chen,

Gongqi Lou

и другие.

Metals, Год журнала: 2024, Номер 14(8), С. 865 - 865

Опубликована: Июль 27, 2024

Steel reinforcement in marine concrete structures is vulnerable to chloride-induced corrosion, which compromises its structural integrity and durability. This study explores the combined effect of alloying element Cr smart corrosion inhibitor LDH-NO2 on enhancing resistance steel reinforcement. Employing a machine learning approach with support vector (SVM) algorithm, predictive model was developed estimate polarization steel, considering content, dosage, environmental pH, chloride concentration. The rigorously trained validated, demonstrating high accuracy, correlation coefficient exceeding 0.85. findings reveal that addition application synergistically improve resistance, providing actionable insights for selecting effective protection methods diverse environments.

Язык: Английский

Improved corrosion resistance of 316 stainless steel in calcium sulfoaluminate cement incorporated with red mud and citrate DOI

Xiaocheng Zhou,

Jinjie Shi

Cement and Concrete Composites, Год журнала: 2025, Номер unknown, С. 105940 - 105940

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

1

Assessing the durability of low-alloy rebars in China plateau environment by outdoor exposure and on-site online monitoring DOI
Tianqi Chen,

Xiaokun Cai,

Yubing Zhong

и другие.

Construction and Building Materials, Год журнала: 2025, Номер 468, С. 140475 - 140475

Опубликована: Фев. 18, 2025

Язык: Английский

Процитировано

1

Corrosion behavior of Cr/RE alloyed rebar in carbonated simulated concrete pore solutions with chloride ions DOI
Can Li, Tianqi Chen, Tao Liu

и другие.

Journal of Building Engineering, Год журнала: 2024, Номер 94, С. 110075 - 110075

Опубликована: Июнь 28, 2024

Язык: Английский

Процитировано

6

Research on the influence of major ions in weakly alkaline mine water on anchor cable corrosion and protection technique DOI Creative Commons
Hongtao Liu, Guangdong Zhou,

Zijun Han

и другие.

Case Studies in Construction Materials, Год журнала: 2024, Номер 21, С. e03584 - e03584

Опубликована: Июль 29, 2024

Anchor cables in water-rich roadways frequently experience severe corrosion and resultant fractures due to the combined effects of mine water high stress. However, precise factors influencing on these remain ambiguous, presenting challenges roadway support safety. This study investigated impact major ions present weakly alkaline anchor cable using salt spray experiments. The results indicated that anions such as Cl- notably influence corrosion, which primarily manifested pitting corrosion. nominal yield strength decreased by 95.68–156.01 MPa, tensile 133.44–202.77 MPa because a decrease cross-sectional area. During process, continuously degraded passivation film surface cable, exposing its internal metal structure exacerbating until eventual fracture failure occurred. Therefore, this paper proposes protection technique for realize superior protective compared conventional used concurrently field applications.

Язык: Английский

Процитировано

4

Effect of La and Ce on the corrosion behaviour of steel rebar HRB400E with mill scale in chloride environments DOI
Zhenyu Yang, Liya Guo,

Peng Su

и другие.

Corrosion Science, Год журнала: 2025, Номер unknown, С. 112858 - 112858

Опубликована: Март 1, 2025

Язык: Английский

Процитировано

0

Insights into the role of the Cr and rare element in improving the corrosion resistance of HRB400 rebars in simulated SO2-polluted marine environment DOI
Tianqi Chen, L. F. Hao, Tao Liu

и другие.

Journal of Building Engineering, Год журнала: 2024, Номер 97, С. 110807 - 110807

Опубликована: Сен. 20, 2024

Язык: Английский

Процитировано

3

How do we improve the reproducibility and accuracy of EIS and Tafel testing in corrosion science? DOI Creative Commons

Zexi Shao,

M.Z. Ma, Xuhui Liu

и другие.

Surface Science and Technology, Год журнала: 2025, Номер 3(1)

Опубликована: Фев. 4, 2025

Язык: Английский

Процитировано

0

Probing into the fundamental effect of Cr on the failure mechanisms of rebars within carbonation and stress environments DOI
Tianqi Chen,

Jiahe Shi,

Yashun Feng

и другие.

Journal of Building Engineering, Год журнала: 2025, Номер unknown, С. 112522 - 112522

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0

A comparative study on the inhibition of microalgae attachment performance between Cu-based alloy laser cladding layer containing submicron Cr-rich precipitated phases and copper in simulated seawater DOI
Yue Shen, Zongde Liu,

Yao Kong

и другие.

Journal of Alloys and Compounds, Год журнала: 2024, Номер 992, С. 174642 - 174642

Опубликована: Апрель 25, 2024

Язык: Английский

Процитировано

2

Effect of Nb contents on the passivation behavior of high-strength anti-seismic rebar in concrete environments DOI Creative Commons
Zeyun Zeng,

Shangjun Gu,

Jie Wang

и другие.

npj Materials Degradation, Год журнала: 2024, Номер 8(1)

Опубликована: Ноя. 29, 2024

In this study, the surface analysis, cross-section analysis and electrochemical were used to explore formation mechanism of Nb contents on passive film high-strength anti-seismic rebar in simulated concrete pore solution. The passivation experiments confirmed that addition promoted stability compactness Nb-containing rebar, efficiency was stronger than CS rebar. Firstly, with decreases pH, increases outer layer mainly composed Fe oxides oxyhydroxides, inner oxides. Secondly, beneficial oxides, which enhanced rate inhibited degradation thus enhancing thickness

Язык: Английский

Процитировано

1