Rapid nondestructive assessment of the degrees of sensitization of 5456 aluminum alloys using laser-induced breakdown spectroscopy (LIBS) with multivariate analysis-Reference-Cited by-同舟云学术

Rapid nondestructive assessment of the degrees of sensitization of 5456 aluminum alloys using laser-induced breakdown spectroscopy (LIBS) with multivariate analysis

Published:2023 Issue:7 Volume:38 Page:1494-1500
ISSN:0267-9477
Container-title:Journal of Analytical Atomic Spectrometry
language:en
Short-container-title:J. Anal. At. Spectrom.

Author:

Liu Lei¹^ORCID,Huang Xi¹^ORCID,Dong Haoyu¹,Mao Aofei¹,Li Peizi¹,Cui Bai²,Silvain Jean-Francois³,Lu Yongfeng¹^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, University of Nebraska, Lincoln, NE 68588, USA

2. Department of Mechanical and Materials Engineering, University of Nebraska, Lincoln, NE 68588, USA

3. CNRS, University of Bordeaux, Bordeaux I. N. P., ICMCB, UMR 5026, F-33608 Pessac, France

Abstract

Machine learning assisted laser-induced breakdown spectroscopy (LIBS) successfully assessed the degree of sensitization (DoS) levels of the Al 5xxx alloys, showing promise for rapid assessment on modern ships predominantly made by Al–Mg alloys.

Funder

Office of Naval Research

Publisher

Royal Society of Chemistry (RSC)

Subject

Spectroscopy,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2023/JA/D3JA00017F

Reference24 articles.

1. Survey of Detection, Mitigation, and Repair Technologies to Address Problems Caused by Sensitization of Al-Mg Alloys on Navy Ships

2. A Survey of Sensitization in 5xxx Series Aluminum Alloys

3. Precipitation behavior of the ß phase in Al-5083

4. Microstructural Evolution and Stress Corrosion Cracking Behavior of Al-5083

5. Electrochemical behaviour of the β-phase intermetallic (Mg2Al3) as a function of pH as relevant to corrosion of aluminium–magnesium alloys