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High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction

The concept of digital twin has been introduced for some time, yet one fundamental element of digital twin, digital material, has not been thoroughly studied. To interact with the physical product, the digital twin should always truthfully reflect the responses under various stimuli. In this paper,...

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Autores principales: Fu, Shaohua, Wan, Zhenping, Lu, Weifeng, Liu, Huaican, Zhang, Peng’e, Yu, Bo, Tan, Jianming, Pan, Feng, Liu, Zhigang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300695/
https://www.ncbi.nlm.nih.gov/pubmed/35858976
http://dx.doi.org/10.1038/s41598-022-16511-w
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author Fu, Shaohua
Wan, Zhenping
Lu, Weifeng
Liu, Huaican
Zhang, Peng’e
Yu, Bo
Tan, Jianming
Pan, Feng
Liu, Zhigang
author_facet Fu, Shaohua
Wan, Zhenping
Lu, Weifeng
Liu, Huaican
Zhang, Peng’e
Yu, Bo
Tan, Jianming
Pan, Feng
Liu, Zhigang
author_sort Fu, Shaohua
collection PubMed
description The concept of digital twin has been introduced for some time, yet one fundamental element of digital twin, digital material, has not been thoroughly studied. To interact with the physical product, the digital twin should always truthfully reflect the responses under various stimuli. In this paper, the deformation and fracture behavior of high impact polystyrene (HIPS) under the influencing factors of strain rate and stress triaxiality are studied to construct the material’s digital model. A digital twin of air conditioner product is further built and tested under virtual drop test. Comparing to experimental results, the acceleration curve, crazing induced whitening and the fracture events can all be captured by the digital twin. Our work demonstrates the importance of material characterization as an essential step to construct an accurate digital twin and shows a promising future of digital twin in virtual testing to replace traditional “trial and error” experiments.
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spelling pubmed-93006952022-07-22 High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction Fu, Shaohua Wan, Zhenping Lu, Weifeng Liu, Huaican Zhang, Peng’e Yu, Bo Tan, Jianming Pan, Feng Liu, Zhigang Sci Rep Article The concept of digital twin has been introduced for some time, yet one fundamental element of digital twin, digital material, has not been thoroughly studied. To interact with the physical product, the digital twin should always truthfully reflect the responses under various stimuli. In this paper, the deformation and fracture behavior of high impact polystyrene (HIPS) under the influencing factors of strain rate and stress triaxiality are studied to construct the material’s digital model. A digital twin of air conditioner product is further built and tested under virtual drop test. Comparing to experimental results, the acceleration curve, crazing induced whitening and the fracture events can all be captured by the digital twin. Our work demonstrates the importance of material characterization as an essential step to construct an accurate digital twin and shows a promising future of digital twin in virtual testing to replace traditional “trial and error” experiments. Nature Publishing Group UK 2022-07-20 /pmc/articles/PMC9300695/ /pubmed/35858976 http://dx.doi.org/10.1038/s41598-022-16511-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Fu, Shaohua
Wan, Zhenping
Lu, Weifeng
Liu, Huaican
Zhang, Peng’e
Yu, Bo
Tan, Jianming
Pan, Feng
Liu, Zhigang
High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
title High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
title_full High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
title_fullStr High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
title_full_unstemmed High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
title_short High-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
title_sort high-accuracy virtual testing of air conditioner’s digital twin focusing on key material’s deformation and fracture behavior prediction
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300695/
https://www.ncbi.nlm.nih.gov/pubmed/35858976
http://dx.doi.org/10.1038/s41598-022-16511-w
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