A Survey of Thermal Sensing Application in Additive Manufacturing

被引：4
作者：
Borish, Michael [1 ]
机构：
[1] Oak Ridge Natl Lab, 2350 Cherahala Blvd, Knoxville, TN 37932 USA
来源：
THERMOSENSE: THERMAL INFRARED APPLICATIONS XLIII | 2021年 / 11743卷
关键词：
additive manufacturing; thermal imaging; IR thermography; in-situ characterization; ex-situ characterization; finite element analysis; machine learning; Industry; 4.0; POWDER BED FUSION; MELT POOL SIZE; IN-SITU; POLYMER EXTRUSION; FILAMENT TEMPERATURE; HEAT-TRANSFER; DEPOSITION; STRENGTH; STRESS; NOZZLE;
D O I：
10.1117/12.2587059
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
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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页数：19
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共 73 条
[1]   Process-structure-property effects on ABS bond strength in fused filament fabrication [J].
Abbott, A. C. ;
Tandon, G. P. ;
Bradford, R. L. ;
Koerner, H. ;
Baur, J. W. .
ADDITIVE MANUFACTURING, 2018, 19 :29-38
[2]   Real-Time Defect Correction in Large -Scale Polymer Additive Manufacturing via Thermal Imaging and Laser Profilometer [J].
Borish, Michael ;
Post, Brian K. ;
Roschli, Alex ;
Chesser, Phillip C. ;
Love, Lonnie J. .
48TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE, NAMRC 48, 2020, 48 :625-633
[3]   In-Situ Thermal Imaging for Single Layer Build Time Alteration in Large-Scale Polymer Additive Manufacturing [J].
Borish, Michael ;
Post, Brian K. ;
Roschli, Alex ;
Chesser, Phillip C. ;
Love, Lonnie J. ;
Gaul, Katherine T. ;
Sallas, Matthew ;
Tsiamis, Nikolaos .
47TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 47), 2019, 34 :482-488
[4]   Defect Identification and Mitigation Via Visual Inspection in Large-Scale Additive Manufacturing [J].
Borish, Michael ;
Post, Brian K. ;
Roschli, Alex ;
Chesser, Phillip C. ;
Love, Lonnie J. ;
Gaul, Katherine T. .
JOM, 2019, 71 (03) :893-899
[5]   Analytical modelling of in situ layer-wise defect detection in 3D-printed parts: additive manufacturing [J].
Bowoto, Oluwole K. ;
Oladapo, Bankole I. ;
Zahedi, S. A. ;
Omigbodun, Francis T. ;
Emenuvwe, Omonigho P. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020, 111 (7-8) :2311-2321
[6]  
Calta NP, 2017, CONF LASER ELECTR
[7]   A numerical investigation of thermal property effects on melt pool characteristics in powder-bed electron beam additive manufacturing [J].
Cheng, Bo ;
Chou, Kevin .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2018, 232 (09) :1615-1627
[8]   Melt pool sensing and size analysis in laser powder-bed metal additive manufacturing [J].
Cheng, Bo ;
Lydon, James ;
Cooper, Kenneth ;
Cole, Vernon ;
Northrop, Paul ;
Chou, Kevin .
JOURNAL OF MANUFACTURING PROCESSES, 2018, 32 :744-753
[9]   Infrared thermal imaging for melt pool analysis in SLM: a feasibility investigation [J].
Cheng, Bo ;
Lydon, James ;
Cooper, Kenneth ;
Cole, Vernon ;
Northrop, Paul ;
Chou, Kevin .
VIRTUAL AND PHYSICAL PROTOTYPING, 2018, 13 (01) :8-13
[10]   Thermal analysis of additive manufacturing of large-scale thermoplastic polymer composites [J].
Compton, Brett G. ;
Post, Brian K. ;
Duty, Chad E. ;
Love, Lonnie ;
Kunc, Vlastimil .
ADDITIVE MANUFACTURING, 2017, 17 :77-86
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