Yuan Lin, Li Jun, Wang Boyu, Zhang Xin, Zhu Weijie, Liu Yang, Zhang Haiyang, Han Xiaoxiang
Engineering Research Center of Flexible Radiation Protection Technology, Universities of Shaanxi Province, Xi'an Polytechnic University, Xi'an, 710048, Shaanxi, China.
Xi'an Key Laboratory of Nuclear Protection Textile Equipment Technology, Xi'an Polytechnic University, Xi'an, 710048, Shaanxi, China.
Sci Rep. 2025 Jan 13;15(1):1799. doi: 10.1038/s41598-025-85959-3.
The impact of light radiation, a predominant energy release mechanism in nuclear explosions, on material properties is of critical importance. This investigation employed an artificial light source to replicate the effects of nuclear explosion radiation and utilized a physical information neural network (PINN) to examine the temperature evolution and corresponding changes in the mechanical properties of carbon fiber/epoxy composites (CFEC). A light source simulating nuclear explosion's light radiation was built to irradiate the CFEC, then measure the reflection spectrum and temperature of samples. A heat conduction model was developed, and the temperature dynamics were obtained through the integration of PINN with experimental data. Post-irradiation testing indicated significant modifications to the sample properties, with the thermal and photochemical effects of the simulated radiation leading to a decrease in reflectance across multiple wavelengths. This resulted in different reductions in tensile strength (1.64%), compressive strength (17.35%), interlamellar shear strength (ILSS) (0.51%), and post-impact compressive strength (2.77%). The insights gained from this comprehensive analysis are essential for the rapid prediction of temperature changes and the formulation of robust light radiation protection strategies for equipment exposed to nuclear explosion environments.
光辐射作为核爆炸中主要的能量释放机制,其对材料性能的影响至关重要。本研究采用人工光源来模拟核爆炸辐射的效应,并利用物理信息神经网络(PINN)来研究碳纤维/环氧树脂复合材料(CFEC)的温度演变及其力学性能的相应变化。构建了一个模拟核爆炸光辐射的光源,用于辐照CFEC,然后测量样品的反射光谱和温度。建立了热传导模型,并通过将PINN与实验数据相结合获得了温度动态变化。辐照后测试表明样品性能发生了显著变化,模拟辐射的热效应和光化学效应导致多个波长的反射率降低。这导致拉伸强度(1.64%)、抗压强度(17.35%)、层间剪切强度(ILSS)(0.51%)和冲击后抗压强度(2.77%)出现不同程度的降低。从这一全面分析中获得的见解对于快速预测温度变化以及为暴露于核爆炸环境中的设备制定强有力的光辐射防护策略至关重要。