STUDY ON REAL1STIC TECHNOLOGY OF CONDITION MONITORING AND FAULT DIAGNOSTIC SYSTEM FOR SHIPPING POWER DEVICES

Condition monitoring and fault diagnosis is currently a very important problem in large-scale complicate power devices. Both scheme and realistic technology for monitoring system hardware and software have been present to solve the problem in this paper. The fault diagnostic model based on artificial neural network and state identification method based on fuzzy analysis are studied.     

Multi-scale traffic vehicle detection based on faster R-CNN with NAS optimization and feature enrichment

It well known that vehicle detection is an important component of the field of object detection. However, the environment of vehicle detection is particularly sophisticated in practical processes. It is compara-tively difficult to detect vehicles of various scales in traffic scene images, because the vehicles partially obscured by green belts, roadblocks or other vehicles, as well as influence of some low illumination weather. In this paper, we present a model based on Faster R-CNN with NAS optimization and feature enrichment to realize the effective detection of multi-scale vehicle targets in traffic scenes. First, we proposed a Retinex-based image adaptive correction algorithm (RIAC) to enhance the traffic images in the dataset to reduce the influence of shadow and illumination, and improve the image quality. Second, in order to improve the feature expression of the backbone network, we conducted Neural Architecture Search (NAS) on the backbone network used for feature extraction of Faster R-CNN to generate the optimal cross-layer connection to extract multi-layer features more effectively. Third, we used the object Feature Enrichment that combines the multi-layer feature information and the context information of the last layer after cross-layer connection to enrich the information of vehicle targets, and improve the robustness of the model for challenging targets such as small scale and severe occlusion. In the imple-mentation of the model, K-means clustering algorithm was used to select the suitable anchor size for our dataset to improve the convergence speed of the model. Our model has been trained and tested on the UN-DETRAC dataset, and the obtained results indicate that our method has art-of-state detection performance.     

全球化时代军营文化面临的挑战与对策

经济全球化浪潮正席卷而来,它如同历史上任何一次时代格局大变动一样,将再次带来文化的扩张、渗透和融合。我国加入WTO后,必将存在多种性质的文化,必将呈现出良莠共存的复杂局面。研究军营文化如何作为一种主体文化迎接挑战,保持良好的应变性,具有十分重要的意义。     

以色列海军蛙人队

在最近的巴以冲突中,以军频繁使用突然袭击的方式,对巴勒斯坦目标进行打击。其中有以色列海军的一支精锐部队,俗称“蛙人”,其正式名称为海军第十三突击队,担负着以色列海军特种作战任务,其历史可以追溯至以色列建国初期,是以色列历史最为悠久的特种部队之一。 组建于1948年的这支特种部队曾多次参与重大特种作战行动,1973年2月21日,突袭了的黎波里和黎巴嫩的巴解游击队基地;1973年4月9日,突袭了位于贝鲁特市中心的“黑九月”和“法塔赫”的司令部;1980年,潜入黎巴嫩,在巴解组织总部发信号指令,为以色列海军的导弹     

Formation and characterization of core-shell CL-20/TNT composite prepared by spray-drying technique

The core-shell 2,4,6,8,10,12-Hexanitro-2,4,6,8,10,12-hexaazaisowurtzitane/2,4,6-Trinitrotoluene (CL-20/TNT) composite was prepared by spray-drying method in which sensitive high energy explosive (CL-20) was coated with insensitive explosive (TNT). The structure and properties of different formulations of CL-20/TNT composite and CL-20/TNT mixture were characterized by scanning electron microscopy (SEM), Transmission electron microscopy (TEM), Laser particle size analyzer, X-ray photoelectron spectroscopy (XPS), X-ray diffraction (XRD), differential scanning calorimetry (DSC), impact sensitivity test and detonation performance. The results of SEM, TEM, XPS and XRD show that ϵ-CL-20 particles are coated by TNT. When the ratio of CL-20/TNT is 75/25, core-shell structure is well formed, and thickness of the shell is about 20–30 nm. And the analysis of heat and impact show that with the increase of TNT content, the TNT coating on the core-shell composite material can not only catalyze the thermal decomposition of core material (CL-20), but also greatly reduce the impact sensitivity. Compared with the CL-20/TNT mixture (75/25) at the same ratio, the characteristic drop height of core-shell CL-20/TNT composite (75/25) increased by 47.6% and the TNT coating can accelerate the nuclear decomposition in the CL-20/TNT composites. Therefore, the preparation of the core-shell composites can be regarded as a unique means, by which the composites are characterized by controllable decomposition rate, high energy and excellent mechanical sensitivity and could be applied to propellants and other fields.     

思想政治工作坚持以人为本的基本路径

思想政治工作说到底是做人的工作,必须坚持以人为本。理想信念是人的精神支柱,思想政治工作必须把坚定官兵信仰作为首要任务;立身做人是人的生存之本,思想政治工作必须把传授官兵处世之道作为基本职责;全面发展是人的必然追求,思想政治工作必须把提高官兵综合素质作为主要目的。     

组织他人偷越国（边）境罪停止形态的认定

组织他人偷越国(边)境罪可以分为预备、既遂、未遂、中止四种形态.该罪预备形态是指为实施组织偷渡行为而准备了工具、制造了条件,但因行为人意志以外的原因未能进一步着手实施组织偷渡行为的情况;既遂与未遂的区分应当以分段修正说为标准;中止形态的认定应当着重把握时空性、自动性、彻底性三个方面.     

基于通用黑板模型的IMSE网络中心节点识别

运用通用黑板理论和D-S证据理论探索IMSE网络中心节点识别问题。构建了基于通用黑板框架的IMSE网络中心节点识别模型,讨论了该模型体系的体系结构和实现方法,对该模型的工作流程进行了详细论述。给出了一种基于D-S证据理论的高效识别规则。该系统中专家系统直接给出了基本概率赋值,减少了计算繁琐程度,从而可大大减轻目标识别系统的压力。最后通过仿真结果具体分析了模型的工作情况。     

STUDY ON REALISTIC TECHNOLOGY OF CONDITION MONITORING AND FAULT DIAGNOSTIC SYSTEM FOR SHIPPING POWER DEVICES

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