人工智能(AI)在防腐领域的应用

IF 2.3 4区材料科学 Q2 METALLURGY & METALLURGICAL ENGINEERING

Anti-corrosion Methods and Materials Pub Date : 2023-07-12 DOI:10.1108/acmm-03-2023-2769

Zhifeng Lin, Wei Zhang, Jiawei Li, J. Yang, Bing Han, Peng Xie

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引用次数: 0

摘要

腐蚀是工业中常见的故障形式，它会造成巨大的经济损失。当前，随着计算技术的发展，人工智能(AI)在科学研究领域发挥着越来越重要的作用。本文旨在综述人工智能在防腐研究中的应用。本文从防腐材料与方法、腐蚀图像识别、腐蚀寿命预测等方面系统阐述了人工智能在腐蚀防护中的作用。通过高效、深入的数据处理方法，人工智能可以快速推进防腐材料和方法、腐蚀图像识别、腐蚀寿命预测等方面的研究进程，节约成本。原创性/价值本文总结了人工智能在防腐研究中的应用，为腐蚀工程师快速、全面地了解人工智能的作用，改进生产工艺提供依据。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Application of artificial intelligence (AI) in the area of corrosion protection

Purpose As a common form of failure in industry, corrosion causes huge economic losses. At present, with the development of computational techniques, artificial intelligence (AI) is playing a more and more important role in the field of scientific research. This paper aims to review the application of AI in corrosion protection research. Design/methodology/approach In this paper, the role of AI in corrosion protection is systematically described in terms of anticorrosion materials and methods, corrosion image recognition and corrosion life prediction. Findings With efficient and in-depth data processing methods, AI can rapidly advance the research process in terms of anticorrosion materials and methods, corrosion image recognition and corrosion life prediction and save on costs. Originality/value This paper summarizes the application of AI in corrosion protection research and provides the basis for corrosion engineers to quickly and comprehensively understand the role of AI and improve production processes.

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来源期刊

Anti-corrosion Methods and Materials 工程技术-冶金工程

CiteScore

2.80

自引率

16.70%

发文量

审稿时长

13.5 months

期刊介绍： Anti-Corrosion Methods and Materials publishes a broad coverage of the materials and techniques employed in corrosion prevention. Coverage is essentially of a practical nature and designed to be of material benefit to those working in the field. Proven applications are covered together with company news and new product information. Anti-Corrosion Methods and Materials now also includes research articles that reflect the most interesting and strategically important research and development activities from around the world. Every year, industry pays a massive and rising cost for its corrosion problems. Research and development into new materials, processes and initiatives to combat this loss is increasing, and new findings are constantly coming to light which can help to beat corrosion problems throughout industry. This journal uniquely focuses on these exciting developments to make essential reading for anyone aiming to regain profits lost through corrosion difficulties. • New methods, materials and software • New developments in research and industry • Stainless steels • Protection of structural steelwork • Industry update, conference news, dates and events • Environmental issues • Health & safety, including EC regulations • Corrosion monitoring and plant health assessment • The latest equipment and processes • Corrosion cost and corrosion risk management.