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151.
基于自适应小波配点法和人工黏性,构造了二维激波问题的小波数值计算格式。利用最细尺度的小波系数构造两组激波定位函数,分别用以控制两个正交方向人工黏性的大小和分布。对三类二维激波问题进行计算和验证,结果表明:自适应小波配点法利用小波阈值滤波删除变化平缓区域大量网格点,而保留变化急剧区域的网格点,比传统方法计算效率高,且分辨率越高,计算效率更高;利用最细层小波系数构建的幂函数形式的激波定位函数能准确判断激波位置和控制X、Y方向人工黏性的大小和分布,从而捕捉不同方向和不同强度的激波。 相似文献
152.
Italo Pinto Rodrigues Priscylla A.S. Oliveira Ana Maria Ambrosio Ronan A.J. Chagas 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2021,67(6):1981-1999
During the satellite’s operations, simulation tools perform an important role in ensuring the space mission success. In this sense, the models implemented in the context of an operational satellite simulator that enables analysis of health status and maintenance during operations shall reflect the current satellite behavior with high fidelity. Moreover, it is complicated to obtain all analytical models of a satellite’s disciplines, considering its aging. This paper proposes an Artificial Neural Network (ANN) to reproduce the battery voltage behavior of a large sun-synchronous remote sensing satellite, the CBERS-4, currently in operation. Using the genetic algorithm to find the best network architecture of ANN, the neural model for this application presented an error of less than 1%, demonstrating its feasibility to obtain a high fidelity model for an operational simulator enabling extend analyses. The paper addresses advanced techniques aligned with the space industry’s future, increasing the ability to analyze a large amount of data and improve the space system’s operation. 相似文献
153.
《中国航空学报》2020,33(2):508-519
A Non-Intrusive Reduced-Order Model (NIROM) based on Proper Orthogonal Decomposition (POD) has been proposed for predicting the flow fields of transonic airfoils with geometry parameters. To provide a better reduced-order subspace to approximate the real flow field, a domain decomposition method has been used to separate the hard-to-predict regions from the full field and POD has been adopted in the regions individually. An Artificial Neural Network (ANN) has replaced the Radial Basis Function (RBF) to interpolate the coefficients of the POD modes, aiming at improving the approximation accuracy of the NIROM for non-samples. When predicting the flow fields of transonic airfoils, the proposed NIROM has demonstrated a high performance. 相似文献
154.
Wang Li Changyong He Andong Hu Dongsheng Zhao Yi Shen Kefei Zhang 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2021,67(1):20-34
There are remarkable ionospheric discrepancies between space-borne (COSMIC) measurements and ground-based (ionosonde) observations, the discrepancies could decrease the accuracies of the ionospheric model developed by multi-source data seriously. To reduce the discrepancies between two observational systems, the peak frequency (foF2) and peak height (hmF2) derived from the COSMIC and ionosonde data are used to develop the ionospheric models by an artificial neural network (ANN) method, respectively. The averaged root-mean-square errors (RMSEs) of COSPF (COSMIC peak frequency model), COSPH (COSMIC peak height model), IONOPF (Ionosonde peak frequency model) and IONOPH (Ionosonde peak height model) are 0.58 MHz, 19.59 km, 0.92 MHz and 23.40 km, respectively. The results indicate that the discrepancies between these models are dependent on universal time, geographic latitude and seasons. The peak frequencies measured by COSMIC are generally larger than ionosonde’s observations in the nighttime or middle-latitudes with the amplitude of lower than 25%, while the averaged peak height derived from COSMIC is smaller than ionosonde’s data in the polar regions. The differences between ANN-based maps and references show that the discrepancies between two ionospheric detecting techniques are proportional to the intensity of solar radiation. Besides, a new method based on the ANN technique is proposed to reduce the discrepancies for improving ionospheric models developed by multiple measurements, the results indicate that the RMSEs of ANN models optimized by the method are 14–25% lower than the models without the application of the method. Furthermore, the ionospheric model built by the multiple measurements with the application of the method is more powerful in capturing the ionospheric dynamic physics features, such as equatorial ionization, Weddell Sea, mid-latitude summer nighttime and winter anomalies. In conclusion, the new method is significant in improving the accuracy and physical characteristics of an ionospheric model based on multi-source observations. 相似文献
155.
试验并分析了LC9合金专用挤压型材淬火并人工时效和淬火并人工过时效状态对其电导率、常规力学性能、抗疲劳性能、抗腐蚀性能的影响。另外,在减少淬变形上也做了一些试验。试验结果表明,LC9合金在过时效状态下有较好的抗腐蚀性能和抗疲劳性能。淬火变形也大大减小。 相似文献
156.
在运载火箭开展射前综合测试时,控制系统在预先指定的飞行时序向末端发送一系列指令,指示末端设备做出相应动作,以达成对应的目标。这些动作主要依赖火工品完成,这些动作变化会体现在火工品等效器指示灯上。当前控制系统无法检测到末端等效器的电流情况变化,因此无法对末端动作进行有效监测,测试缺乏可靠性、准确性与可追溯性的问题亟需改善。通过综合运用人工智能、数字图像处理与计算机视觉技术,经由特征匹配、指示灯定位、指示灯状态建模等步骤,可对末端火工品等效器状态变化实现精准监测,进而实现飞行时序自动判读。与标准判据比对后,本文提出的火箭飞行时序判读系统准确率可达98.89%。 相似文献
157.
158.
增雨防雹火箭作业系统设计及试验 总被引:1,自引:1,他引:1
基于人工影响天气的基本原理,阐述了人工增雨防雹概念及其对火箭作业系统的技术要求,介绍了WR-1B增雨防雹火箭作业系统和试验作业的设计。 相似文献
159.
罗先武 《中国空间科学技术》1997,17(3):15-20
参照欧空局的软件工程规范,研制了为星上数据管理任务服务的实时多任务操作系统RT86,它的硬件环境是两个互为冷配份的主控单元,通过1553B串行数据总线与多个远置单元联接,完成星上遥测、遥控及星上多项数据库管理任务。文章介绍了其设计要点,做到了系统设计思路简单清晰,程序易于修改维护,可靠性高,它为星上应用软件开发提供了通用设计平台。 相似文献
160.