民用飞机技术出版物规范应用

技术出版物作为民用飞机产品的重要组成部分,用于指导运营人正确地操作和维护飞机.为了满足相关适航规章的要求和用户对于交互式电子技术手册日益增长的需求,实现手册全寿命周期管理,飞机制造商应在保证手册完整、正确、准确的基础上,进一步实现手册的标准化、规范化和结构化.本文对国际主流技术出版物规范的特点、规范的确定、应用方法和风险等进行了介绍和阐述.     

Comparison of decision tree methods for finding active objects

The automated classification of objects from large catalogs or survey projects is an important task in many astronomical surveys. Faced with various classification algorithms, astronomers should select the method according to their requirements. Here we describe several kinds of decision trees for finding active objects by multi-wavelength data, such as REPTree, Random Tree, Decision Stump, Random Forest, J48, NBTree, AdTree. All decision tree approaches investigated are in the WEKA package. The classification performance of the methods is presented. In the process of classification by decision tree methods, the classification rules are easily obtained, moreover these rules are clear and easy to understand for astronomers. As a result, astronomers are inclined to prefer and apply them, thus know which attributes are important to discriminate celestial objects. The experimental results show that when various decision trees are applied in discriminating active objects (quasars, BL Lac objects and active galaxies) from non-active objects (stars and galaxies), ADTree is the best only in terms of accuracy, Decision Stump is the best only considering speed, J48 is the optimal choice considering both accuracy and speed.     

高性能飞行器大气数据传感技术研究进展

大气数据是飞行器导航和控制的重要参数，大气数据传感技术是实现飞行器飞行安全及性能发挥的重要保障。针对高性能飞行器对大气数据传感技术的发展需求进行分析，重点介绍了传统大气数据传感技术、嵌入式大气数据传感技术、光学大气数据传感技术及虚拟大气数据传感技术的发展和特点，并对推动嵌入式大气数据传感技术发展的相关技术问题进行了分析和总结，最后对大气数据传感技术的发展进行展望。     

Reconfigurable Flight Control Design for Combat Flying Wing with Multiple Control Surfaces

With control using redundant multiple control surface arrangement and large-deflection drag rudders,a combat flying wing has a higher probability for control surface failures.Therefore,its flight control system must be able to reconfigure after such failures.Considering three types of typical control surface failures(lock-in-place(LIP),loss-of-effectiveness(LOE) and float),flight control reconfiguration characteristic and capability of such aircraft types are analyzed.Because of the control surface redundancy,the aircraft using the dynamic inversion flight control law already has a control allocation block.In this paper,its flight control configuration during the above failures is achieved by modifying this block.It is shown that such a reconfigurable flight control design is valid,through numerical simulations of flight attitude control task.Results indicate that,in the circumstances of control surface failures with limited degree and the degradation of the flying quality level,a combat flying wing adopting this flight control reconfiguration approach based on control allocation could guarantee its flight safety and perform some flight combat missions.     

余度数据总线电气隔离度的测试与分析

"余度数据总线电气隔离度测试"是检验在数据总线和余度电缆之间存在电气耦合度的大小.通过对数据总线屏蔽层在接地与不接地状态下的电气隔离度测试,分析了"有传输活动"电缆对"无传输活动"电缆干扰的特征,阐述了电缆屏蔽层的良好接地是确保余度数据总线电气隔离度满足要求的关键.     

Review on bio-inspired flight systems and bionic aerodynamics

Humans' initial desire for flight stems from the imitation of flying creatures in nature. The excellent flight performance of flying animals will inevitably become a source of inspiration for researchers. Bio-inspired flight systems have become one of the most exciting disruptive aviation technologies. This review is focused on the recent progresses in bio-inspired flight systems and bionic aerodynamics. First, the development path of Biomimetic Air Vehicles (BAVs) for bio-inspired flight systems and the latest mimetic progress are summarized. The advances of the flight principles of several natural creatures are then introduced, from the perspective of bionic aerodynamics. Finally, several new challenges of bionic aerodynamics are proposed for the autonomy and intelligent development trend of the bio-inspired smart aircraft. This review will provide an important insight in designing new biomimetic air vehicles.     

Lateral Flight Technical Error Estimation Model for Performance Based Navigation

Flight technical error (FTE) combined with navigation system error (NSE) is the main part of total system error (TSE) in performance based navigation (PBN).The implementation of PBN requires pre-flight prediction and en-route short-term dynamical prediction of the TSE.Once the sum of predicted lateral FTE and NSE is greater than the specified PBN value,the PBN cannot operate.Thus,accurate modeling and thorough analysis of lateral FTE are indispensible.Multiple-input multiple-output (MIMO) lateral track control system of a transport aircraft is designed using linear quadratic Gaussian and loop transfer recovery (LQG/LTR) method,and the lateral FTE of a turbulence disturbed approach operation is analyzed.The error estimation mapping function of latera FTE and its bound estimation algorithm are proposed based on singular value theory.According to the forming mechanism of lateral FTE,the algorithm considers environmental turbulence fluctuation disturbance,aircraft dynamics and control system parameters.Real-data-based Monte-Carlo simulation validates the theoretical analysis of FTE.It also shows that FTE is mainly caused by turbulence fluctuation disturbance when automatic flight control system (AFCS) is engaged and would increase with escalating environmental turbulence intensity.     

航空器超规范修理中几个问题的讨论

指出航空营运人在进行超规范修理时所面临的一些问题,并提出了相应的解决建议。     

Design and Application of Discrete Sliding Mode Control with RBF Network-based Switching Law

This article proposes a novel approach combining exponential-reaching-law-based equivalent control law with radial basis function (RBF) network-based switching law to strengthen the sliding mode control (SMC) tracking capacity for systems with uncertainties and disturbances. First, SMC discrete equivalent control law is designed on the basis of the nominal model of the system and the adaptive exponential reaching law, and subsequently, stability of the algorithm is analyzed. Second, RBF network is used to form the switching law in a direct and online manner with sliding-mode-related inputs and by approximating evaluation function; and the method to adjust its parameters is devised. Finally, comparable experiments are carried out to verify the application of the proposed approach to an inner-axis driven by a direct current (DC) torque motor through extra-low speed servo for a high precision flight simulator, and the axis works under deteriorating conditions such as periodically fluctuating torques of motor, nonlinear friction, and time-varying model parameters. The results show that the combined SMC can effectively improve the servo performance, for instance, to a stable 0.000 08 (°)/s speed response, the tracking error would be within 0.000 08° in 98% of operating times. Moreover, the hybrid nature of the approach imparts the RBF network the features of removing offline training and ease to set initial parameters.     

HINet： 一种面向冰雹识别的多源数据融合网络

冰雹天气具有突发性和局地性强,以及破坏力大的特点。尽管地面自动站、雷达和卫星等获取的观测资料在冰雹识别中发挥了一定的作用,但单一观测资料的局限性导致冰雹识别虚警率较高和准确率较低。因此,亟需构建基于多源高分辨率观测的冰雹识别技术。本文提出了一种面向冰雹识别的多源数据融合网络,该深度学习方法利用时空特征提取模块、多源数据特征融合模块和UCUNet（U Connection Unet,U形连接卷积神经网络）识别模块,充分挖掘冰雹发生时FY4B（风云四号B星）、天气雷达和数值模式等多源数据的时空特征,并创新地加入地形高度、坡度、坡向等作为冰雹识别因子。为评估所提网络方法的性能,本文进行了系列实验,并将实验结果与真实标签数据进行对比。结果显示,HINet（Hail Identification Net,冰雹识别网络）能够充分利用多源数据,在复杂地形条件下有效改善冰雹识别结果,在冰雹研究和识别中具有较高的准确性和实用性。