# Data-driven estimation of plastic properties in work-hardening model combining power-law and linear hardening using instrumented indentation test

https://mdr.nims.go.jp/datasets/df0f35fb-740f-4e4f-b67b-131089882fa0

## File

- [chen_stam-m2022.pdf](https://mdr.nims.go.jp/filesets/0aa3944e-312e-44e8-bdfa-3726e6a3a80f/download) ([Detail](https://mdr.nims.go.jp/filesets/0aa3944e-312e-44e8-bdfa-3726e6a3a80f.md))

## Id

df0f35fb-740f-4e4f-b67b-131089882fa0

## Local identifier



## Visibility

open_to_public

## State

published

## Created at

2023-02-22T05:58:44.778339Z

## Updated at

2024-01-05T13:13:44.798408Z

## Published at

2023-02-28T01:35:53.715562Z

## Doi



## First published url

https://doi.org/10.1080/27660400.2022.2129508

## Date published

2022-12-31

## Recorded date published

2022-12-31

## Resource type

journal_article

## Manuscript type

vor

## Collection



## Title

- title: Data-driven estimation of plastic properties in work-hardening model combining
    power-law and linear hardening using instrumented indentation test
  title_type: original
  lang: en

## Description

- description: 'In this study, a method for determining the additional material constant
    in a modified work-hardening model combining power-law and linear hardening was
    proposed without additional experimental data, based on the two stress--plastic
    strain curves of the power-law and linear hardening models. Consequently, the
    material constants can be determined using an existing approach. In this study,
    a data-driven estimation approach using the response surfaces of the loading curvature
    of a load--depth curve and the pile-up height of an indentation impression is
    established.  The proposed approach was applied to high-work-hardening steel for
    validation.  '
  description_type: abstract
  lang: eng

## Creator

- name: Ta-Te Chen
  role: author
  organization: National Institute for Materials Science
  ror: https://ror.org/026v1ze26
- name: Ikumu Watanabe
  role: author
  orcid: https://orcid.org/0000-0002-7693-1675
  organization: National Institute for Materials Science
  ror: https://ror.org/026v1ze26

## Contact agent



## Publisher

organization: Informa UK Limited

## Managing organization



## Keyword

- subject: Elastic-plastic material
  schema: not_defined
- subject: instrumented indentation test
  schema: not_defined
- subject: response surface
  schema: not_defined
- subject: material database
  schema: not_defined
- subject: finite element method
  schema: not_defined

## Rights

- description: Creative Commons BY Attribution 4.0 International
  identifier: https://creativecommons.org/licenses/by/4.0/

## Other identifier(s)



## Data origin



## Embargo



## Journal

- title: 'Science and Technology of Advanced Materials: Methods'
  issn: '27660400'
  volume: '2'
  issue: '1'
  start_page: 416
  end_page: 424

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## Specimen



## Chemical composition



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## Fileset

- id: 0aa3944e-312e-44e8-bdfa-3726e6a3a80f
  filename: chen_stam-m2022.pdf
  content_type: application/pdf
  size: 5063225
  md5: 1931a0e8ffef9c7eb5bc3ee785abd84a

## Thumbnail

fileset_id: 0aa3944e-312e-44e8-bdfa-3726e6a3a80f
filename: chen_stam-m2022.pdf