Pitting Judgment Model Based on Machine Learning and Feature Optimization Methods

Pitting corrosion seriously harms the service life of oil field gathering and transportation pipelines, which is an important subject of corrosion prevention. In this study, we collected the corrosion data of pipeline steel immersion experiment and established a pitting judgment model based on machi...

Full description

Bibliographic Details
Main Authors: Zhihao Qu, Dezhi Tang, Zhu Wang, Xiaqiao Li, Hongjian Chen, Yao Lv
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Materials
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmats.2021.733813/full