论文标题
部分可观测时空混沌系统的无模型预测
Application and research review of cemented carbide heterogeneous brazing coating additive manufacturing
论文作者
论文摘要
储层计算是预测湍流的有力工具,其简单的架构具有处理大型系统的计算效率。然而,其实现通常需要完整的状态向量测量和系统非线性知识。我们使用非线性投影函数将系统测量扩展到高维空间,然后将其输入到储层中以获得预测。我们展示了这种储层计算网络在时空混沌系统上的应用,该系统模拟了湍流的若干特征。我们表明,使用径向基函数作为非线性投影器,即使只有部分观测并且不知道控制方程,也能稳健地捕捉复杂的系统非线性。最后,我们表明,当测量稀疏、不完整且带有噪声,甚至控制方程变得不准确时,我们的网络仍然可以产生相当准确的预测,从而为实际湍流系统的无模型预测铺平了道路。
As one of the important methods for surface modification of materials and life extension of key components, cemented carbide brazing coatings are widely used in agricultural machinery, oil drilling, aerospace and other fields, it has also attracted the attention of scholars in the field of surface modification at home and abroad. Based on the research reports of recent 20 years at home and abroad, the present research situation of cemented carbide brazed coating additive manufacturing technology are reviewed firstly. The research progress in preparation and performance control of cemented carbide/iron-base, cemented carbide/copper-base, cemented carbide/nickel-base, cemented carbide/silver-base heterogeneous brazing coatings are reviewed in detail. Then the practical applications of cemented carbide heterogenous brazing coatings in the fields of contact soil agricultural machinery parts life extension, aviation parts repair, surface function strengthening and so on are reviewed. In this review, the limitation of the research of cemented carbide heterogenous braze coating technology is discussed. The deficiencies in the research and development of cemented carbide heterogenous braze coating technology are summarized including cemented carbide heterogeneous additive materials and technology need to be expanded, the structure of cemented carbide heterogeneous brazing coatings need to be optimized, the mechanism of interface defects in cemented carbide heterogeneous brazing coatings need to be clarified. Finally, the future development direction of braze coating technology is prospected, too.