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Experimental investigation and probabilistic models for residual mechanical properties of GFRP pultruded profiles exposed to elevated temperatures

机译:GFRP拉挤型材暴露于高温下的残余力学性能的实验研究和概率模型

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Here, we investigate the influence of elevated temperatures with negligible ambient oxygen on mechanical properties of various embedded glass fiber reinforced polymer (GFRP) profiles, as well as the application of a predictive Bayesian model for predicting these properties. Both the flexural and compressive properties of FRP profiles were investigated through the tests of I-shaped and box-shaped profiles. To determine the impact of low and high elevated temperature, the profiles were exposed to a wide range of temperatures (i.e., 25-550 degrees C); effects of the exposure time were also investigated. Experiments showed that specimens exposed to higher elevated temperatures for longer time periods lose more of their mechanical properties. We used profiles in a simulated embedded environment to prevent combustion and charring, thus reducing fire vulnerability of the GFRP material at high elevated temperatures. We found that elevated temperature for 15 min produces slight strength deterioration in the embedded FRP profiles. Also, exposure to a high elevated temperature for 45 min reduced the maximum loads by up to 30%. Next, we performed a filled emission scanning electronic microscopy (FE-SEM) study before and after the mechanical tests to examine both the control specimens and conditioned specimens that were exposed to elevated temperatures. This approach allowed us to investigate the microscale effect of the elevated temperatures as well as the failure mode mechanisms of FRP profiles under flexure and compression. The micrographs revealed that a glut of small cracks formed in FRP profiles exposed to high elevated temperatures, leading to sole resin failure in the mechanical tests. Finally, Bayesian linear regression was applied to the laboratory test results, which led to a predictive model for mechanical properties of FRP profiles exposed to elevated temperatures.
机译:在这里,我们研究了环境氧气可忽略不计的高温对各种嵌入式玻璃纤维增​​强聚合物(GFRP)轮廓的机械性能的影响,以及预测贝叶斯模型在预测这些性能方面的应用。通过对I形和箱形轮廓的测试,研究了FRP轮廓的弯曲和压缩特性。为了确定低温和高温的影响,将型材暴露于宽广的温度范围内(即25-550摄氏度)。还研究了暴露时间的影响。实验表明,长时间暴露在较高高温下的样品会失去更多的机械性能。我们在模拟的嵌入式环境中使用型材,以防止燃烧和炭化,从而降低了GFRP材料在高温下的易燃性。我们发现,高温15分钟会使嵌入的FRP型材的强度略有下降。另外,暴露于高温下45分钟可将最大负载降低多达30%。接下来,我们在机械测试之前和之后进行了填充发射扫描电子显微镜(FE-SEM)研究,以检查暴露于高温的对照样品和条件化样品。这种方法使我们能够研究高温的微观效应以及弯曲和压缩下FRP型材的破坏模式机制。显微照片显示,暴露于高温下的FRP型材中形成大量小裂纹,导致机械测试中唯一的树脂失效。最后,将贝叶斯线性回归应用于实验室测试结果,这为暴露在高温下的FRP型材的机械性能建立了预测模型。

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