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
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