2022 Vol. 48, No. 12

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Volume 48 Issue122022
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Civil aviation luggage cart stacking algorithm based on dynamic quadtree search
XING Zhiwei, HOU Xiangkai, LI Biao, ZHANG Tao, WEN Tao
2022, 48(12): 2345-2355. doi: 10.13700/j.bh.1001-5965.2021.0144
Abstract:

Intelligent baggage packing is an important trend of future civil aviation baggage processing. To solve the problems of labor intensiveness and inefficiency in the current transportation, a new algorithm based on dynamic quadtree search is proposed. Using the dynamic planning of luggage configuratio...

Extended target tracking algorithm based on MM-GGIW-PMBM filter
WU Sunyong, ZHOU Yusong, XIE Yun, CAI Ruhua, FAN Xiangting
2022, 48(12): 2356-2364. doi: 10.13700/j.bh.1001-5965.2021.0162
Abstract:

To address the problem of multiple maneuvering extended target tracking, this paper introduces the concept of interactive multiple models into the Poisson multi-Bernoulli mixture filtering (PMBM) algorithm, and proposes a multi-model algorithm with Gamma Gaussian inverse Wishart and PMBM (MM-GGIW-PM...

Optimization of transfer time efficiency evaluation index for airport arriving passengers
LUO Qian, LI Qi, WEN Tao, CHEN Fenghua, ZHU Ping
2022, 48(12): 2365-2372. doi: 10.13700/j.bh.1001-5965.2021.0116
Abstract:

The evaluation of transfer time efficiency is of great significance to improve the transfer efficiency of airport comprehensive transportation. The traditional index optimization method is difficult to truly reflect the index relationship and lacks of index screening rules in the transfer evaluation...

Properties of gas discharge electron beam coaxial wire of fuse additive manufacturing and microstructure of TC4 titanium alloy
XU Haiying, YANG Guang, ZHANG Wei, YANG Bo, SANG Xinghua, WANG Zhuang
2022, 48(12): 2373-2380. doi: 10.13700/j.bh.1001-5965.2021.0147
Abstract:

Based on the analysis of fuse additive manufacturing using hot cathode electron beams with axial side feeding wires and gas discharge electron beam coaxial wire, the characteristics of droplet transfer of the gas discharge electron beam coaxial wire fuse additive manufacturing have been analyzed, an...

Multi-scale depthwise separable convolution facial expression recognition embedded in attention mechanism
SONG Yuqin, GAO Shijie, ZENG Hedong, XIONG Gaoqiang
2022, 48(12): 2381-2387. doi: 10.13700/j.bh.1001-5965.2021.0114
Abstract:

For facial expression recognition, traditional machine learning method features extraction is relatively complex, shallow convolutional neural network recognition rate is not high, and deep convolutional network is easy to cause gradient explosion or dispersion problems. This paper constructs the mu...

Damage analysis in composite laminates under low velocity oblique impact
ZHANG Chao, LIU Jianchun, FANG Xin
2022, 48(12): 2388-2397. doi: 10.13700/j.bh.1001-5965.2021.0154
Abstract:

Fiber reinforced composite laminates are sensitive to low velocity impact events, and the induced damage extensively reduces the load-bearing capacity and service life of composite structures. A continuum damage mechanics based finite element model is proposed to investigate the mechanical behavior ...

Ultrasonic phased array imaging on aviation aluminum block fatigue crack
PENG Chaoyong, XU Songbai, DU Chuangzhou, ZHANG Jie
2022, 48(12): 2398-2404. doi: 10.13700/j.bh.1001-5965.2021.0161
Abstract:

Surface breaking fatigue crack propagation can lead to structural failure. The phased array ultrasonic imaging technology is used to monitor fatigue cracks and can obtain the crack information required for structural integrity evaluation. For the purpose of evaluating the structural integrity of a s...

Burst tasks scheduling method for infrared LEO constellation based on multi-strategies
ZHANG Shengyu, ZHU Zhencai, HU Haiying
2022, 48(12): 2405-2414. doi: 10.13700/j.bh.1001-5965.2021.0119
Abstract:

Aiming at problems of the burst task planning and resource scheduling of the infrared LEO constellation, a method based on multi-strategies is proposed considering the temporal and spatial distribution characteristics of infrared LEO constellation. And drawing on the design characteristics of infrar...

Scattering characteristics and measurement method of a square cavity
ZHAO Jingcheng, LOU Changyu, LI Jiabi, YANG Zongkai
2022, 48(12): 2415-2424. doi: 10.13700/j.bh.1001-5965.2021.0120
Abstract:

Radar cross section (RCS) is an important index to evaluate the stealth performance of aircraft. As the inlet has a great contribution to the RCS of aircraft, it is significant to the study of the scattering of aircraft inlet. Compared with the common convex surface target, the inlet belongs to the ...

Comprehensive evaluation on capability of civil aviation supervisor team based on cloud model
LI Jingqiang, FAN Tianchen, ZHOU Yanru, FANG Qiu
2022, 48(12): 2425-2433. doi: 10.13700/j.bh.1001-5965.2022.0363
Abstract:

Aiming at the lack of comprehensiveness in the quantitative evaluation of the capability of civil aviation supervisors, a comprehensive evaluation index system is proposed. Firstly, the constituent elements of the capability for the supervisor team and the corresponding primary and secondary indicat...

Effects of prepreg ambient-temperature storage life on mechanical properties of MT700/603 composites
WANG Rong, YU Yalin, WANG Lechen, MO Shenzhong, HUANG Yuqing, ZHOU Xiang
2022, 48(12): 2434-2441. doi: 10.13700/j.bh.1001-5965.2021.0121
Abstract:

A hot-melt prepreg MT700/603 was prepared. The correlation between ambient-temperature storage life and the degree of pre-curing, and effects of pre-curing degree on composite quality and mechanical properties were investigated and discussed. The relationship among prepreg storage life, pre-curing d...

Precise references orbit design of miniSAR satellite
LIAO Xiang, ZHENG Jing, XU Yongsheng, XIE Chengqing, DING Qiangqiang
2022, 48(12): 2442-2449. doi: 10.13700/j.bh.1001-5965.2021.0141
Abstract:

In order to meet the requirements of the mini synthetic aperture radar (miniSAR) satellite interferometry mission for the space baseline, a set of precision reference orbit design algorithms was established by analyzing the features of the satellite reference orbit. The algorithm takes a group of or...

A graph convolution network based latency prediction algorithm for convolution neural network
LI Zheyang, ZHANG Ruyi, TAN Wenming, REN Ye, LEI Ming, WU Hao
2022, 48(12): 2450-2459. doi: 10.13700/j.bh.1001-5965.2021.0149
Abstract:

Obtaining the inference latency of a convolution neural network (CNN) via learnable prediction algorithm have attracted more attention. Existing latency predictors suffer from two major problems. First, the high complexity of CNN design space requires tremendous cost of data collection. Second, trad...

Interfacial crack growth of delaminated composite laminates under hygrothermal environment
XIA Fei, XUE Jianghong, HE Zanhang, JIN Fusong
2022, 48(12): 2460-2472. doi: 10.13700/j.bh.1001-5965.2021.0137
Abstract:

The laminated composite structures in harsh hygrothermal environment are easy to undergo premature buckling and delamination propagation. This paper proposes a theoretical study on the nonlinear buckling and interfacial crack propagation of thick plate containing delamination by considering the hygr...

Robust optimization design under geometric uncertainty based on PCA-HicksHenne method
ZHANG Wei, WANG Qiang, LU Jiachen, YAN Chao
2022, 48(12): 2473-2481. doi: 10.13700/j.bh.1001-5965.2021.0142
Abstract:

The aerodynamic shape design of an aircraft requires a robust optimization approach that takes uncertainty into account. To the knowledge of the authors, research efforts were more paid to the robust optimization considering environmental perturbations, rather than geometric perturbations. For purpo...

Performance analysis of skin temperature prediction model combining Smith's thermoregulation model with Tanabe model
WANG Tao, ZHANG Wanxin, LI Meng, BU Xueqin, ZHANG Chen, WANG Hailiang
2022, 48(12): 2482-2493. doi: 10.13700/j.bh.1001-5965.2021.0143
Abstract:

A human body thermoregulation model is designed to describe heat transfer from a human body to the environment, and predict thermal physiological parameters. This model is composed of a passive system and a thermoregulation system. The passive system employs the Tanabe model, consisting of 65 multi-...

Fluid and structure coupling analysis of split drag rudder
LI Yongchang, DAI Yuting, YANG Chao
2022, 48(12): 2494-2501. doi: 10.13700/j.bh.1001-5965.2021.0151
Abstract:

To explore the flow field morphology and fluid-structure coupling mechanism of split drag rudder, computational fluid dynamics (CFD) method is used to calculate the SDR flow field with different crack angles. Based on the dynamic mode decomposition (DMD) method, the flow characteristics and frequenc...

Design and dimensional synthesis of a variable wing sweep mechanism
DU Xianchen, LIU Xue'ao, DONG Yang, WANG Hui, HE Tianyu, WANG Chunjie
2022, 48(12): 2502-2509. doi: 10.13700/j.bh.1001-5965.2021.0125
Abstract:

By changing the wing sweep angle, the variable wing sweep aircraft can achieve the best flight state under different flight speeds. To complete the folding and unfolding movements of the wing skin when the wing sweep angle changes under the single drive condition, we present a new driving mechanism ...

Control oriented longitudinal modeling and analysis of pigeon-like flapping-wing aircraft
PENG Cheng, SUN Liguo, WANG Yanyang, TAN Wenqian, XIAO Feng
2022, 48(12): 2510-2519. doi: 10.13700/j.bh.1001-5965.2021.0130
Abstract:

Pigeon usually flaps and twists its wings by changing the frequency or the amplitude to achieve efficient flying. Inspired by this, to provide a generic design and verification platform for the study of flapping-wing aircraft control laws and control allocation algorithms, a dynamic model of a pigeo...

Phase change heat transfer characteristics and fractal optimization of radial plate fin tube
WANG Weiqi, XING Yuming, ZHENG Wenyuan, HAO Zhaolong
2022, 48(12): 2520-2528. doi: 10.13700/j.bh.1001-5965.2021.0140
Abstract:

Based on the shell and tube phase change heat exchanger, the melting heat transfer characteristics of 35 paraffin outside the rectangular radial plate fin tube were studied by numerical simulation method. The three-dimensional model of fin element was established to study the influence of thermal fl...

Short-term load forecasting method based on PCC-LSTM model
LIU Qianqian, LIU Yushan, WEN Yeting, HE Jie, LI Xiao, BI Daqiang
2022, 48(12): 2529-2536. doi: 10.13700/j.bh.1001-5965.2021.0145
Abstract:

Short-term load forecasting is the basis for reasonable dispatch and smooth operation of the power grid. To improve the accuracy of short-term load forecasting, a method based on Pearson correlation coefficient (PCC) and long and short term memory (LSTM) neural network is proposed. This method uses ...

Feature-fusion and anti-occlusion based target tracking method for satellite videos
LIU Yaosheng, LIAO Yurong, LIN Cunbao, LI Zhaoming, YANG Xinyan
2022, 48(12): 2537-2547. doi: 10.13700/j.bh.1001-5965.2021.0150
Abstract:

Targets in satellite videos are susceptible to occlusion and interference from complex environments, resulting in inaccurate estimation of the target motion state, eventually leading to target tracking failure. Therefore, based on the kernelized correlation filter (KCF) algorithm, two algorithms are...

Airborne PLC channel modeling by transfer function and its probabilistic guarantee analysis
QI Jiayi, LI Qiao, XIONG Huagang, YAN Ruowen
2022, 48(12): 2548-2555. doi: 10.13700/j.bh.1001-5965.2021.0153
Abstract:

Wiring can be made simpler and lighter by using power line communication (PLC) technology to replace some of the data cables used to connect avionics systems. According to airborne power line environment and avionics communication requirements, it is necessary to solve the problem of evaluating the ...

Named entity recognition in nuclear power field based on ELMo-GCN
JING Xin, WANG Huafeng, LIU Qianfeng, LUO Siwu, ZHANG Fan
2022, 48(12): 2556-2565. doi: 10.13700/j.bh.1001-5965.2021.0155
Abstract:

In the process of knowledge management in nuclear power, it's necessary to use named entity recognition to extract high-quality semantic entities for intelligent analysis and processing of text in nuclear power.On the basis of existing research, the recognition precision rate of the model for nested...

A new RF fingerprint identification method based on preamble of signal
ZENG Sheng, ZHU Fengchao, YANG Jian
2022, 48(12): 2566-2575. doi: 10.13700/j.bh.1001-5965.2021.0164
Abstract:

Deep learning-based RF fingerprint recognition methods now primarily use raw data samples as the input of the network, never taking into account how the signal's content affects classification outcomes, and the structure of the network is relatively simple. In response to the above problems, the pre...

Distant retrograde orbits and its bifurcations in Earth-Moon system
CHEN Guanhua, YANG Chihang, ZHANG Chen, ZHANG Hao
2022, 48(12): 2576-2588. doi: 10.13700/j.bh.1001-5965.2020.0608
Abstract:

There exists a type of stable retrograde orbit around the Moon called distant retrograde orbit (DRO) in the Earth-Moon system. The circular restricted three-body problem (CR3BP) is taken as the dynamical model to study the dynamical structure around DRO. It is possible to determine the bifurcation p...

2022, 48(12): 2589-2606.
Abstract: