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241.
基于综合模糊聚类算法的液体火箭发动机故障诊断 总被引:1,自引:1,他引:0
基于液体火箭发动机正常及故障状况数据的完备程度和数据质量的不断提高,提出一种基于数据驱动的综合模糊聚类算法用于故障诊断。采用模糊c均值(FCM)算法对已知正常样本数据进行聚类得到最优的聚类中心,将所得到的聚类中心作为先验样本数据用于传递闭包法最优分类结果的选择从而得到故障检测结果,该算法只需要少量的正常先验样本数据就能快速、准确的检测出故障;随后采用FCM算法进行故障分类,可以根据现有的故障数据库进行聚类得到对应的故障类型,并且可以给出故障幅值范围。模型仿真结果表明:该算法对故障的检测率可达968%,故障隔离率达到94%。某型液体火箭发动机实际试车数据结果表明:该故障诊断算法能够准确及时的检测并隔离出故障。 相似文献
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《中国航空学报》2020,33(6):1824-1835
It is imperative to develop multifunctional erosion and corrosion resistant coatings for compressor blades of aircraft engines in harsh environment. PVD (Physical Vapor Deposition) technology has the advances in processing erosion-resistant coatings; however, the performance of PVD coatings to combat corrosion depends on various coating defects. Determining and comparing the corrosion performances of PVD TiN/Ti coating and uncoated TC4 alloy was the main objective of present work. The 960 h salt spray corrosion and 116 h hot corrosion tests were conducted to simulate the grounding and working environments of the aircraft compressors. The corrosion mechanisms due to the coating defects such as pinhole, columnar boundary and large grain were analyzed based on the OM, Confocal microscope, electrochemical measurements, SEM, XRD and EDS results. Owing to the disordered state associated with the columnar boundary and the coating defect, nitrogen could be easily replaced by oxygen in the hot corrosion process, these structures were channels for fast diffusion of oxygen. Moreover, the Gibbs energy changes of Ti oxidation and TiN oxidation were thermodynamically calculated according to the working condition of aircraft compressors, and considerable research effort was focused on mapping out the phase diagram of Ti, TiN and high pressure gases. The findings of this research can provide insights into developing multifunctional coatings for future aircraft engines. 相似文献
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相比传统固体火箭发动机,具有能量管理特性的双脉冲固体火箭发动机结构更为复杂,为了提高其工作可靠性,针对核心部件金属隔舱的破片运动过程开展了数值仿真与试验研究。首先基于LS-DYNA软件,分析中引入监测函数、逻辑开关函数和加载驱动函数,模拟燃气流对破片的连续作用力,计算得到了在不同时刻破片的空间分布规律、撞击点位置及发动机内部损伤情况,保证了破片运动过程的高保真还原。其次,为了验证仿真结果的准确性,进行了模拟二脉冲初始工况的热流试验,发现破片撞击位置及损伤程度的仿真结果与试验数据一致性较高,其中撞击位置的预示误差小于9%,试验结果充分验证了有限元模型的准确性。由此,建立了适用于双脉冲固体火箭发动机金属隔舱破片运动过程的分析模型,实现了破片撞击位置及损伤程度的高精度预示。 相似文献
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In order to apply the air fin successfully and ensure the maneuverability of hypersonic vehicle, a key problem to be studied urgently is the heat flux brought by the fin mounting gap. The appearance of mounting gap and fin shaft can induce many complex flow structures which need more attentions to be investigated. Under Ma 6, Nano-tracer-based Planar Laser Scattering (NPLS) and Temperature Sensitive Paints (TSP) were applied to visualize and measure transient flow structures and heat flux distribution of a swept fin-induced flow field with different height mounting gaps. Complementarily, Reynolds-averaged N-S equations were solved with k-ω SST turbulent model. The heat flux distribution results of numerical simulation and TSP observed the change of high heat flux region with different mounting gap, both in position and magnitude. The streamlines based on Computational Fluid Dynamics (CFD) and flow visualization results obtained by NPLS revealed the cause of high heat flux region. The high heat flux region in this flow field is mainly related to the reattachment of vortex and flow stagnation. The increase of gap height can lead to stronger gap overflow and shaft-induced horseshoe vortex, which are source of the high heat flux around the fin. The case with the highest mounting gap (4 mm) en-counters the most severe aerodynamic heating, both on the surface of fin and plate. Thus, under the premise of ensuring the flexibility of the fin, the gap should be set as small as possible. 相似文献
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碳/碳复合材料表面纳米HAp/壳聚糖生物复合涂层的制备 总被引:3,自引:0,他引:3
以声化学法合成的纳米羟基磷灰石(HAp)为起始原料,以异丙醇作为分散介质,采用水热电泳沉积法在经壳聚糖(CS)溶液改性后的碳/碳复合材料(C/C)表面沉积纳米HAp/CS生物复合涂层.重点研究了水热条件下沉积电压对复合涂层的晶相组成、形貌和结构的影响规律.采用X-射线衍射仪(XRD)、透射电子显微镜(TEM)、傅立叶变换红外光谱分析仪(FTIR)和场发射扫描电子显微镜(FE-SEM)对所制备的涂层进行表征.结果表明:随着沉积电压的升高,涂层更加致密和均匀;同时水热环境有利于纳米HAp晶粒的生长,制备出的HAp/CS复合涂层不需要后续热处理. 相似文献
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