|
1
|
Xu D, Pei Z, Yang X, Li Q, Zhang F, Zhu R, Cheng X, Ma L. A Review of Trends in Corrosion-Resistant Structural Steels Research-From Theoretical Simulation to Data-Driven Directions. MATERIALS (BASEL, SWITZERLAND) 2023; 16:ma16093396. [PMID: 37176277 PMCID: PMC10179958 DOI: 10.3390/ma16093396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 04/18/2023] [Accepted: 04/20/2023] [Indexed: 05/15/2023]
Abstract
This paper provides a review of models commonly used over the years in the study of microscopic models of material corrosion mechanisms, data mining methods and the corrosion-resistant performance control of structural steels. The virtual process of material corrosion is combined with experimental data to reflect the microscopic mechanism of material corrosion from a nano-scale to macro-scale, respectively. Data mining methods focus on predicting and modeling the corrosion rate and corrosion life of materials. Data-driven control of the corrosion resistance of structural steels is achieved through micro-alloying and organization structure control technology. Corrosion modeling has been used to assess the effects of alloying elements, grain size and organization purity on corrosion resistance, and to determine the contents of alloying elements.
Collapse
Affiliation(s)
- Di Xu
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
| | - Zibo Pei
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
| | - Xiaojia Yang
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
- Shunde Graduate School, University of Science and Technology Beijing, Foshan 528399, China
| | - Qing Li
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
| | - Fan Zhang
- Key State Laboratories, Wuhan Research Institute of Materials Protection, Wuhan 430030, China
| | - Renzheng Zhu
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
| | - Xuequn Cheng
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
- National Materials Corrosion and Protection Scientific Data Center, University of Science and Technology Beijing, Beijing 100083, China
| | - Lingwei Ma
- Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing 100083, China
- National Materials Corrosion and Protection Scientific Data Center, University of Science and Technology Beijing, Beijing 100083, China
| |
Collapse
|