Journal of Applied Optics, Volume. 45, Issue 5, 1008(2024)

FDM printing trajectory measurement and quality evaluation method based on infrared imaging

Yuetong ZHANG1...2, Wenliang CHEN1,2, Xiangjun WANG1,2, Feng LIU1,2,*, and Meiyi WANG12 |Show fewer author(s)
Author Affiliations
  • 1State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China
  • 2MOEMS Education Ministry Key Laboratory, Tianjin University, Tianjin 300072, China
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    References(15)

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    [2] W J CHEN, J H HO, K B MUSTAPHA et al. A vision based system for anomaly detection and classification in additive manufacturing, 87-92(2019).

    [3] P BECKER, N SPIELBAUER, A ROENNAU et al. Real-time In-situ process error detection in additive manufacturing, 426-427(2020).

    [4] C KOPSACHEILIS, P CHARALAMPOUS, I KOSTAVELIS et al. In situ visual quality control in 3D printing, 317-324(2020).

    [5] S M RACHMAWATI, PUTRA M A PARAMARTHA, T JUN et al. Fine-tuned CNN with data augmentation for 3D printer fault detection, 902-905(2022).

    [6] Chenguang QU, Shijun ZHANG, Dali GAO et al. Effect of ambient temperature on the 3D printing molding precision. China Plastics Industry, 43, 53-55(2015).

    [7] Ziyou XU, Bin HU, Zehua XING et al. Effect of interlayer premelting temperature on mechanical properties of fused deposition molded printed parts. Plastics Science and Technology, 47, 37-43(2019).

    [8] Jinli ZHANG, Yiping SHI, Jin LIU et al. Research on temperature controller of non-closed FDM 3D printer nozzle. Transducer and Microsystem Technologies, 40, 53-55(2021).

    [9] F F WANG, F JU, K ROWE et al. Real-time control for large scale additive manufacturing using thermal images, 36-41(2019).

    [10] K POOLADVAND, A D SALERNI, C FURLONG. In-situ thermal monitoring of printed components during rapid prototyping by fused deposition modeling. Conference Proceedings of the Society for Experimental Mechanics Series, 131-140(2020).

    [11] Z Y ZHANG. A flexible new technique for camera calibration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 1330-1334(2000).

    [12] Tan WANG, Leilei WANG, Weiguo ZHANG et al. Design of infrared target system with Zhang Zhengyou calibration method. Optics and Precision Engineering, 27, 1828-1835(2019).

    [13] T COLLINS, A BARTOLI. Infinitesimal plane-based pose estimation. International Journal of Computer Vision, 109, 252-286(2014).

    [14] Shuanjun SONG, Chenghong QIU, Wei XU et al. Real time monitoring of cooling rate in laser metal-wire forming process under infrared thermography. Infrared and Laser Engineering, 51, 3788/IRLA20220074.(2022).

    [15] Jinqian ZHU, Zemin LING, Farui DU et al. Monitoring of laser metal-wire additive manufacturing temperature field using infrared thermography. Infrared and Laser Engineering, 47, 0604002(2018).

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    Yuetong ZHANG, Wenliang CHEN, Xiangjun WANG, Feng LIU, Meiyi WANG. FDM printing trajectory measurement and quality evaluation method based on infrared imaging[J]. Journal of Applied Optics, 2024, 45(5): 1008

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    Paper Information

    Category:

    Received: Aug. 7, 2023

    Accepted: --

    Published Online: Dec. 20, 2024

    The Author Email: LIU Feng (刘峰)

    DOI:10.5768/JAO202445.0503003

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