Evolution of corrosion prediction models for oil and gas pipelines: From empirical-driven to data-driven

Q Wang, Y Song, X Zhang, L Dong, Y Xi, D Zeng… - Engineering Failure …, 2023 - Elsevier
Oil and gas pipelines are under great threat of corrosion due to the harsh service
environment. It is critical to predict corrosion for the safe service of pipelines. Classical …

Fe-based metallic glass coatings by thermal spraying: a focused review on corrosion properties and related degradation mechanisms

SK Nayak, A Kumar, T Laha - International Materials …, 2023 - journals.sagepub.com
Among various materials available for alleviating the corrosion-related degradation, thermal
sprayed Fe-based metallic glass coatings (MGCs) have received huge attention from the …

Review of micro-scale and atomic-scale corrosion mechanisms of second phases in aluminum alloys

Y Ji, Y Xu, B Zhang, Y Behnamian, D Xia… - Transactions of Nonferrous …, 2021 - Elsevier
Localized corrosion of aluminum (Al) alloys, such as pitting corrosion, intergranular
corrosion, and stress corrosion cracking is closely related to the micro-galvanic corrosion …

Integral effects of Ca and Sb on the corrosion resistance for the high strength low alloy steel in the tropical marine environment

T Zhang, Y Li, X Li, C Liu, S Yang, Z Yang, X Li - Corrosion Science, 2022 - Elsevier
The integral effects of Ca and Sb on the corrosion properties of E690 steel were studied in a
simulated tropical marine environment through immersion and dry/wet cyclic tests, focusing …

Hydrogen embrittlement behavior in interstitial Mn–N austenitic stainless steel

LY Mao, ZA Luo, C Huang, XM Zhang - International Journal of Hydrogen …, 2022 - Elsevier
The susceptibility to hydrogen embrittlement behavior was investigated in an interstitial Mn–
N austenitic steel HR183 and stainless steel 316L. Hydrogen was introduced by cathodic …

Random forest incorporating ab-initio calculations for corrosion rate prediction with small sample Al alloys data

Y Ji, N Li, Z Cheng, X Fu, M Ao, M Li, X Sun… - npj Materials …, 2022 - nature.com
Corrosion jeopardizes the materials longevity and engineering safety, hence the corrosion
rate needs to be forecasted so as to better guide materials selection. Although field …

Sandwich-like functional design of C/(Ti: C)/Ti modified Ti bipolar plates for proton exchange membrane fuel cells

X Luo, L Chang, C Ren, J Zhang, D Zhang, J Yao… - Journal of Power …, 2023 - Elsevier
An important challenge for proton exchange membrane (PEM) fuel cells is to achieve design
innovation and lifetime enhancement of bipolar plates. The development of surface coatings …

Review of prediction of stress corrosion cracking in gas pipelines using machine learning

M Hussain, T Zhang, M Chaudhry, I Jamil, S Kausar… - Machines, 2024 - mdpi.com
Pipeline integrity and safety depend on the detection and prediction of stress corrosion
cracking (SCC) and other defects. In oil and gas pipeline systems, a variety of corrosion …

[HTML][HTML] Physics-based surrogate model for reinforced concrete corrosion simulation

S Huzni, IBM Ibrahim, S Fonna, R Pidaparti - Results in Engineering, 2022 - Elsevier
Computational models have been used in conjunction with field data, such as in
reinforcement concrete corrosion monitoring. It typically involves evaluating the physical …

[HTML][HTML] Effects of hydrogen on the crevice corrosion behaviors of duplex stainless steel 2205

P He, D Suo, W Wu, L Yin, W Dai, B Shang… - Journal of Materials …, 2022 - Elsevier
Crevice corrosion behaviors of duplex stainless steel 2205 after hydrogen charging are
investigated. The absorbed hydrogen is introduced into the specimens through cathodic …