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Journal of Zhejiang University SCIENCE A

ISSN 1673-565X(Print), 1862-1775(Online), Monthly

Experimental investigation of the thermal insulation performance of Ce/Si/Ti oxide heat-reflective coating

Abstract: To solve the problem of deformation and cracking of ballastless track slab under temperature load, a composite oxide and a series of heat-reflective coating samples were prepared. At the microscopic level, the elemental composition and optical properties of the materials prepared were analyzed by Fourier transform infrared spectroscopy and ultraviolet-visible spectroscopy, and the feasibility of Ce/Si/Ti oxide as functional fillers for heat-reflective coatings of track slabs was demonstrated. At the macro level, by designing and assembling an indoor sunlight simulation test device, the surface and internal temperatures of the coated and uncoated concrete specimens were analyzed and studied, and the macroscopic cooling effect of the coatings was evaluated. Also, to study the engineering application effect of the track slab thermal insulation reflective coating, COMSOL was used to build a 3D calculation model of the heat transfer deformation of the ballastless track slab structure. The research results showed that: Ce/Si/Ti oxide has strong reflectivity and can reflect 95% of infrared light; it has good ultraviolet (UV) shielding ability and can absorb more than 65% of the UV light. The TiO2 coating can reduce the temperature of the concrete surface by 6‍–11°Cand that of the inside of the concrete by 10‍–‍14°C; the cooling effect decreases evenly with the increase of air temperature. The Ce/Si/Ti oxide coating can reduce the surface temperature of the concrete by 16 °C and that of the inside of the concrete by 15 °C. In addition, the cooling effect is basically not affected by the air temperature, and it changes non-linearly with the increase of the Ce/Si/Ti oxide content. Numerical calculation shows that the heat reflective coating can reduce the surface temperature and internal temperature difference of the track slab by 11.54–21.31 °C, and the vertical displacement of the track slab can be reduced by about 35%‍–‍70%. Considering the cooling effect, the adhesion strength, and the engineering application effect of the coating, the optimal doping amount of Ce/Si/Ti oxide is 40%, and that coating is the most suitable for use as a ballastless track heat reflective coating.

Key words: Track slab; Solar radiation; Thermochromic coating; Cooling performance

Chinese Summary  <7> RFPose-OT:基于最优传输理论的无线三维人体姿态估计

俞聪1,张东恒2,武治2,卢智2,解春阳1,胡洋3,陈彦2
1电子科技大学信息与通信工程学院,中国成都市,611731
2中国科学技术大学网络空间安全学院,中国合肥市,230026
3中国科学技术大学信息科学技术学院,中国合肥市,230026
摘要:本文提出一个新颖的RFPose-OT模型框架以实现从无线射频信号中估计三维人体姿态。与现有直接从射频信号中预测人体姿态方法不同,本文考虑射频信号与人体姿态之间的结构特征差异,提出基于最优传输理论在特征空间上将射频信号变换到人体姿态域,再根据变换后的特征预测人体姿态。为评估RFPose-OT模型,本文构建了一个无线电系统和一个多视角相机系统获取无线信号数据以及真实的人体姿态标签。在室内基本环境、室内遮挡环境以及室外环境中的实验结果表明,RFPose-OT模型能精确地估计三维人体姿态,优于现有方法。

关键词组:无线射频感知;人体姿态估计;最优传输;深度学习


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DOI:

10.1631/jzus.A2200550

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On-line Access:

2023-10-18

Received:

2022-11-16

Revision Accepted:

2023-01-16

Crosschecked:

2023-10-19

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