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基于半张量积压缩感知的形变数据重构在航天器结构健康监测中的应用 被引量:5
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作者 田引黎 杨林华 +1 位作者 张鹏嵩 曹海林 《航天器环境工程》 2019年第2期134-138,共5页
针对航天器结构健康监测(structural health monitoring, SHM)面临的数据传输和存储量过大问题,提出一种基于半张量积压缩感知(semi-tensor product compressed sensing, STP-CS)的形变数据重构方法。该方法基于形变数据的稀疏性,利用... 针对航天器结构健康监测(structural health monitoring, SHM)面临的数据传输和存储量过大问题,提出一种基于半张量积压缩感知(semi-tensor product compressed sensing, STP-CS)的形变数据重构方法。该方法基于形变数据的稀疏性,利用降维的随机高斯矩阵对形变数据进行压缩采样。为了验证该方案的可行性,实验研究了不同的观测矩阵维数与重构性能的关系。结果表明:采用该方法对形变信号进行随机采样,当观测矩阵存储空间减少到传统压缩感知(compressed sensing, CS)的1/64,仍能实现较高精度的重构,有效节省了观测矩阵的储存空间;此外,重构时间也随着观测矩阵维数的降低逐渐缩短。因此,该方法为解决航天器SHM面临的数据传输和存储挑战提供了新的解决思路。 展开更多
关键词 结构健康监测 半张量积压缩感知 形变数据 重构
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荥阳倾斜潮汐形变震前异常分析
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作者 李海峰 耿淑芬 +1 位作者 黄灿 芦永杰 《科技创新与应用》 2013年第18期141-141,共1页
河南周口太康4.7级浅源地震的发生,是少震的中原地区地震活动加强的标志。本文旨在通过这一地区震例的倾斜潮汐形变数据的映震特征分析,研究地震地形变数据的映震机理,探寻倾斜潮汐单台资料的地震信息提取方法。
关键词 太康地震 倾斜潮汐 形变数据 异常形态
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Research on characteristics of water motion and influencing factors for the flexible air chamber jig body 被引量:1
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作者 Chen Yinghua Kuang Yali Li Haisheng 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第3期389-394,共6页
The air bag deformation data were obtained by high-speed dynamic videos experiments. Based on gas–liquid flow VOF model, dynamic mesh technique and deformation data, numerical simulations for different structure mode... The air bag deformation data were obtained by high-speed dynamic videos experiments. Based on gas–liquid flow VOF model, dynamic mesh technique and deformation data, numerical simulations for different structure models were achieved, and the law of water motion and influencing factors were analyzed.The results show that the flow in the length direction of the jig is smooth, and second pulsation appears in the separation time and forms the secondary separation. The installation position of screen and the number of air bags have a great influence on the uniformity of flow and velocity. The screen height cannot be too low to avoid forming the unstable flow. At the same time, the screen height cannot be too high, otherwise water velocity will be too small and was unable to provide enough power. At the height of 1.4m,velocity unevenness is minimum and the best uniform flow can be obtained. Compared with double air bags, there are the following features of single air bag: water flow is not smooth, the time achieving the maximum velocity is too long, maximum velocity is smaller, and overall effect is worse than double air bags. 展开更多
关键词 Flexible air chamber jig Water motion Numerical simulation Screen location Number of air bags
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