J Du, J Zheng, Y Liang, N Xu, Q Liao, B Wang… - Chemical Engineering …, 2023 - Elsevier
… subset, the maximum pittingcorrosion depth prediction model that fits the data … Artificial neuralnetwork … Based on the constant corrosionrate, it is difficult to provide accurate MPCD for …
H Ma, W Zhang, Y Wang, Y Ai, W Zheng - Process Safety and …, 2023 - Elsevier
… (iii) What are the applications of artificialintelligence … The pittingcorrosionrate is 0.56 mm/year, and the general … to use inspection data to predict the remaining life of metal structures …
X Li, M Guo, R Zhang, G Chen - Ocean Engineering, 2022 - Elsevier
… The pipeline steel interacts with the chloride ions, and the … pittingcorrosionrate and lead to the increase of corrosion depth. … model can be used to support the intelligentcorrosionrisk …
… the uniform and pittingcorrosion and passivation of 304 steel (EN). … method and probabilistic corrosionrate estimation model. The … It also managed to detect corrosion from risk-based …
… progressively used for estimating the corrosion process in many steel structures. … model has been used to model the corrosionrate in different seawater environments using 3C steels …
Q Li, D Wang, M Zhao, M Yang, J Tang… - Process Safety and …, 2021 - Elsevier
… corrosion issues. This work aims to develop a corrosion prediction model for carbon steel in … various concentrations using artificialneuralnetwork (ANN). Experimental studies of Q345R …
W Wang, Y Zhou, B Liang, B Wang, M Zhang… - International Journal of …, 2022 - Elsevier
… In this paper, an artificialintelligencemodel is established for … Whether it is crevice corrosion or pittingcorrosion, the … risk assessment of electrochemical corrosion with higher reliability. …
H Ji, H Ye - Cement and Concrete Composites, 2023 - Elsevier
… Machinelearning (ML) is a subfield of artificialintelligence that … develop a ML model for predicting the corrosionrate of steel embedded in … accuracy and a relatively low risk of overfitting. …
… model performed better than other considered models (… estimation of pittingcorrosion risk and marine corrosionrate. … Artificialneuralnetwork (ANN) is a model enthused by the …