A survey of thermal sensing application in additive manufacturing

Michael Borish

doi:10.1117/12.2587059

A survey of thermal sensing application in additive manufacturing

Michael Borish

Research Application Development

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Industry 4.0 represents a significant change in manufacturing with the inclusion of such technologies as additive manufacturing and data analytics. In support of these changes, infrared thermal imaging (IR) and very-near infrared (VNIR) have proven invaluable in numerous applications related to additive manufacturing. In this review, these applications will be presented as they relate to polymer and metal-based additive manufacturing processes. Applications including in-situ characterization, post-build analysis, experimental setups, modeling, and machine learning will be covered. With a general overview complete, the review will conclude with a discussion of challenges identified throughout the literature and thoughts on future trends.

Original language	English
Title of host publication	Thermosense
Subtitle of host publication	Thermal Infrared Applications XLIII
Editors	Joseph N. Zalameda
Publisher	SPIE
ISBN (Electronic)	9781510643239
DOIs	https://doi.org/10.1117/12.2587059
State	Published - 2021
Event	Thermosense: Thermal Infrared Applications XLIII 2021 - Virtual, Online, United States Duration: Apr 12 2021 → Apr 16 2021

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	11743
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	Thermosense: Thermal Infrared Applications XLIII 2021
Country/Territory	United States
City	Virtual, Online
Period	04/12/21 → 04/16/21

Funding

This manuscript has been authored in part by UT-Battelle, LLC, under contract DE-AC05-00OR22725 with the US Department of Energy (DOE). The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).

Keywords

IR thermography
Industry 4.0
additive manufacturing
ex-situ characterization
finite element analysis
in-situ characterization
machine learning
thermal imaging

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1117/12.2587059

Cite this

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title = "A survey of thermal sensing application in additive manufacturing",

abstract = "Industry 4.0 represents a significant change in manufacturing with the inclusion of such technologies as additive manufacturing and data analytics. In support of these changes, infrared thermal imaging (IR) and very-near infrared (VNIR) have proven invaluable in numerous applications related to additive manufacturing. In this review, these applications will be presented as they relate to polymer and metal-based additive manufacturing processes. Applications including in-situ characterization, post-build analysis, experimental setups, modeling, and machine learning will be covered. With a general overview complete, the review will conclude with a discussion of challenges identified throughout the literature and thoughts on future trends.",

keywords = "IR thermography, Industry 4.0, additive manufacturing, ex-situ characterization, finite element analysis, in-situ characterization, machine learning, thermal imaging",

author = "Michael Borish",

note = "Publisher Copyright: {\textcopyright} 2021 SPIE.; Thermosense: Thermal Infrared Applications XLIII 2021 ; Conference date: 12-04-2021 Through 16-04-2021",

year = "2021",

doi = "10.1117/12.2587059",

language = "English",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

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booktitle = "Thermosense",

}

Borish, M 2021, A survey of thermal sensing application in additive manufacturing. in JN Zalameda (ed.), Thermosense: Thermal Infrared Applications XLIII., 117430A, Proceedings of SPIE - The International Society for Optical Engineering, vol. 11743, SPIE, Thermosense: Thermal Infrared Applications XLIII 2021, Virtual, Online, United States, 04/12/21. https://doi.org/10.1117/12.2587059

A survey of thermal sensing application in additive manufacturing. / Borish, Michael.
Thermosense: Thermal Infrared Applications XLIII. ed. / Joseph N. Zalameda. SPIE, 2021. 117430A (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 11743).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - Industry 4.0 represents a significant change in manufacturing with the inclusion of such technologies as additive manufacturing and data analytics. In support of these changes, infrared thermal imaging (IR) and very-near infrared (VNIR) have proven invaluable in numerous applications related to additive manufacturing. In this review, these applications will be presented as they relate to polymer and metal-based additive manufacturing processes. Applications including in-situ characterization, post-build analysis, experimental setups, modeling, and machine learning will be covered. With a general overview complete, the review will conclude with a discussion of challenges identified throughout the literature and thoughts on future trends.

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A survey of thermal sensing application in additive manufacturing

Abstract

Publication series

Conference

Funding

Keywords

UN SDGs

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