NDLI: Data-Enabled Quantification of Aluminum Microstructural Damage Under Tensile Loading

Content Provider	Springer Nature Link
Author	Wayne, Steven F. Qi, G. Zhang, L.
Copyright Year	2016
Abstract	The study of material failure with digital analytics is in its infancy and offers a new perspective to advance our understanding of damage initiation and evolution in metals. In this article, we study the failure of aluminum using data-enabled methods, statistics and data mining. Through the use of tension tests, we establish a multivariate acoustic-data matrix of random damage events, which typically are not visible and are very difficult to measure due to their variability, diversity and interactivity during damage processes. Aluminium alloy 6061-T651 and single crystal aluminium with a (111) orientation were evaluated by comparing the collection of acoustic signals from damage events caused primarily by slip in the single crystal and multimode fracture of the alloy. We found the resulting acoustic damage-event data to be large semi-structured volumes of Big Data with the potential to be mined for information that describes the materials damage state under strain. Our data-enabled analyses has allowed us to determine statistical distributions of multiscale random damage that provide a means to quantify the material damage state.
Starting Page	2096
Ending Page	2108
Page Count	13
File Format	PDF
ISSN	10474838
Journal	JOM
Volume Number	68
Issue Number	8
e-ISSN	15431851
Language	English
Publisher	Springer US
Publisher Date	2016-08-02
Publisher Institution	The Minerals, Metals & Materials Society (TMS)
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Engineering Chemistry/Food Science Physics Environment Earth Sciences
Content Type	Text
Resource Type	Article
Subject	Engineering Materials Science

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

The Microstructural Design of Trimodal Aluminum Composites

Microstructural Quantification and Property Prediction Using Limited X-ray Tomography Data

Quantification of Microstructural Evolution in Grain Boundary Networks

Microstructural Evolution of Chloride-Cleaned Silicon Carbide Aluminum Composites

Erratum to: Microstructural Evolution of Chloride-Cleaned Silicon Carbide Aluminum Composites

Microstructural Developments and Tensile Properties of Lean Fe-Mn-Al-C Lightweight Steels

Aluminum extraction from aluminum industrial wastes

Oxidation of a Commercial Nickel-Based Superalloy under Static Loading

Uncertainty Quantification in Materials Modeling

Data-Enabled Quantification of Aluminum Microstructural Damage Under Tensile Loading

Similar Documents

The Microstructural Design of Trimodal Aluminum Composites

Microstructural Quantification and Property Prediction Using Limited X-ray Tomography Data

Quantification of Microstructural Evolution in Grain Boundary Networks

Microstructural Evolution of Chloride-Cleaned Silicon Carbide Aluminum Composites

Erratum to: Microstructural Evolution of Chloride-Cleaned Silicon Carbide Aluminum Composites

Microstructural Developments and Tensile Properties of Lean Fe-Mn-Al-C Lightweight Steels

Aluminum extraction from aluminum industrial wastes

Oxidation of a Commercial Nickel-Based Superalloy under Static Loading

Uncertainty Quantification in Materials Modeling

Data-Enabled Quantification of Aluminum Microstructural Damage Under Tensile Loading