Real-time cure monitoring of fiber-reinforced polymer composites using infrared thermography and recursive Bayesian filtering

被引:11
|
作者
Nash, Chris [1 ]
Karve, Pranav [2 ]
Adams, Douglas [2 ]
Mahadevan, Sankaran [2 ]
Thorne, Garrett [2 ]
机构
[1] Vanderbilt Univ, Dept Mech Engn, Nashville, TN 37235 USA
[2] Vanderbilt Univ, Dept Civil Engn, 221 Kirkland Hall, Nashville, TN 37235 USA
关键词
Process monitoring; Polymer-matrix composites (PMCs); Resin transfer molding (RTM); Statistical methods; TEMPERATURE DISTRIBUTION; THERMAL-PROPERTIES; OPTIMIZATION;
D O I
10.1016/j.compositesb.2020.108241
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Despite the desirable characteristics of fiber-reinforced polymer (FRP) composites, their utilization in high volume production industries is limited by a lack of efficient manufacturing techniques. Monitoring the curing process of these composites can help with improving the quality and efficiency of the manufacturing process. This article discusses a method that uses Kalman-filter-based fusion of the information obtained from infrared thermography (surface temperature measurements) and a heat conduction model to estimate degrees of cure and internal temperatures of curing FRP composite parts in real time. The effectiveness of the methodology is demonstrated by successfully monitoring the curing of an FRP composite part in a laboratory experiment. The proposed methodology is a crucial step towards identifying anomalies in the curing process that negatively impact the quality of FRP composite parts.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] Real-time monitoring of weld pool during GTAW using infrared thermography and analysis of infrared thermal images
    Vasudevan, M.
    Chandrasekhar, N.
    Maduraimuthu, V.
    Bhaduri, A.K.
    Raj, B.
    Rivista Italiana della Saldatura, 2011, 63 (05): : 685 - 692
  • [32] Embedded fiber Bragg gratings in photonic crystal fiber for cure cycle monitoring of carbon fiber-reinforced polymer materials
    Sonnenfeld, C.
    Luyckx, G.
    Collombet, F.
    Grunevald, Y-H.
    Douchin, B.
    Crouzeix, L.
    Torres, M.
    Geernaert, T.
    Sulejmani, S.
    Eve, S.
    Gomina, M.
    Chah, K.
    Mergo, P.
    Thienpont, H.
    Berghmans, F.
    MICRO-STRUCTURED AND SPECIALTY OPTICAL FIBRES II, 2013, 8775
  • [33] Real time monitoring of human respiration rate using infrared thermography
    Jagadev, Preeti
    Magdum, Amit
    Giri, Lalat Indu
    SPIE FUTURE SENSING TECHNOLOGIES (2020), 2020, 11525
  • [34] Study on the detectability of carbon fiber reinforced plastics composites using pulsed infrared thermography
    Huo, Yan
    Li, Huijuan
    Zhao, Yuejin
    Zhang, Cunlin
    Zhongguo Jiguang/Chinese Journal of Lasers, 2010, 37 (SUPPL. 1): : 277 - 281
  • [35] Investigation on carbon nanoparticle (CNP)-polymer sensors for fatigue monitoring of fiber-reinforced composites
    Wang, Junpu
    Wang, Zhu
    Zhang, Yu
    Sheikh, Muhammad Zakir
    Wang, Wenzhi
    MECHANICS OF ADVANCED MATERIALS AND STRUCTURES, 2023, 30 (23) : 4902 - 4912
  • [36] Real-time monitoring of electro-mechanical effect in carbon-fiber reinforced polymer using HTS SQUID
    C. Bonavolontà
    A. C. Barone
    M. Valentino
    The European Physical Journal B, 2010, 75 : 223 - 229
  • [37] Real-time monitoring of electro-mechanical effect in carbon-fiber reinforced polymer using HTS SQUID
    Bonavolonta, C.
    Barone, A. C.
    Valentino, M.
    EUROPEAN PHYSICAL JOURNAL B, 2010, 75 (02): : 223 - 229
  • [38] In-line monitoring of jute fiber-reinforced poly(lactic acid) composite subjected to impact loading using infrared thermography
    Boccardi, Simone
    Carlomagno, Giovanni Maria
    Meola, Carosena
    Russo, Pietro
    Simeoli, Giorgio
    JOURNAL OF APPLIED POLYMER SCIENCE, 2017, 134 (48)
  • [39] Development of advanced fiber-reinforced polymer composites by polymer hybridization technique: Emphasis on cure kinetics, mechanical, and thermomechanical performance
    Ganesh Gupta K, B. N. V. S.
    Hiremath, Mritunjay Maharudrayya
    Prusty, Rajesh Kumar
    Ray, Bankim Chandra
    JOURNAL OF APPLIED POLYMER SCIENCE, 2020, 137 (43)
  • [40] Pulse-heating infrared thermography inspection of bonding defects on carbon fiber reinforced polymer composites
    Wen, Bo
    Zhou, Zhenwei
    Zeng, Bin
    Yang, Caiqian
    Fang, Da
    Xu, Qing
    Shao, Yanchao
    Wan, Chunfeng
    SCIENCE PROGRESS, 2020, 103 (03)