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IDENTIFICATION OF ENTRANT’S ABILITIES ON THE BASIS OF SUGENO-TYPE FUZZY INFERENCE SYSTEMS 基于SUGENO型模糊推理系统的参赛者能力识别
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-11-18 DOI: 10.3846/aviation.2022.17636
S. Terenchuk, Yuliia Riabchun, M. Delembovskyi
In the conditions of effective training in aviation for dispatchers and pilots, it requires the use of infocommunication systems capable of working under conditions of fuzzy uncertainty in real time. The functioning of such systems is based on fuzzy inference systems. However, the development and implementation of these systems requires the creation of fuzzy knowledge bases. Therefore, special attention in this study is paid to the creation of a system of fuzzy inferences and the formation of a fuzzy knowledge base of this system. The result is a lozenge-type fuzzy inference system. The fuzzy knowledge base of the system contains the rules according to which, based on the results of test computer game problems of varying complexity, a conclusion is formed about the applicant’s ability to acquire knowledge and skills in a certain specialty.When developing the rules, both the results of passing different levels of professionally oriented computer test games were taken into account, and the interest of dispatchers and pilots was taken into account. Therefore, the proposed fuzzy rules of the knowledge base of the fuzzy inference system make it possible to assess not only the ability of the controller or pilot to solve certain problems. This dependence of the input dataset on time allows the implementation of a fuzzy inference system of the Sugeno type, using clear input data in the formation of inferences.
在对调度员和飞行员进行有效的航空培训的条件下,需要使用能够在模糊不确定性条件下实时工作的信息通信系统。这种系统的功能是基于模糊推理系统。然而,这些系统的开发和实施需要创建模糊知识库。因此,本研究特别关注模糊推理系统的创建和该系统的模糊知识库的形成。结果是一个菱形模糊推理系统。该系统的模糊知识库包含一些规则,根据这些规则,根据不同复杂度的计算机游戏测试问题的结果,得出申请人获得某一专业知识和技能的能力的结论。在制定规则时,既考虑了通过不同级别的专业计算机测试游戏的结果,也考虑了调度员和飞行员的兴趣。因此,所提出的模糊推理系统知识库的模糊规则不仅可以评估控制器或飞行员解决某些问题的能力。输入数据集对时间的这种依赖性允许实现Sugeno类型的模糊推理系统,在形成推理时使用清晰的输入数据。
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引用次数: 0
A STUDY OF REAL-TIME RECOGNITION OF UNMANNED AERIAL VEHICLES IN OUTDOOR AREAS BASED ON A RANDOM FOREST ALGORITHM 基于随机森林算法的户外无人机实时识别研究
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-11-15 DOI: 10.3846/aviation.2022.17910
Zhou-Tai Tian, Daojie Yu
With the widespread use of unmanned aerial vehicles (UAVs) in life, the real-time recognition of UAVs has become an important issue. The authors of this paper mainly studied the application of the random forest (RF) algorithm in the outdoor real-time recognition of UAVs. Mel-Frequency Cepstral Coefficient (MFCC) features were extracted from sound signals firstly, and then the RF method was combined with weighted voting to obtain the improved random forest (IRF) method to identify UAV sounds and environmental sounds. An experimental analysis was conducted. The modeling time of the IRF method increased by 9.52% compared with the RF method, and the recognition rate of the IRF method decreased with the increase of the distance from the microphone; however, the recognition rate of the IRF method was always higher than that of the RF method, and the recognition rate of the IRF method for the mixed samples was always higher than 90%. When the distance was 10 m, the IRF method still had a recognition rate of 91.29%. The experimental results verify the effectiveness of the IRF method for the outdoor real-time recognition of UAVs and its practical application feasibility.
随着无人机在生活中的广泛应用,对无人机的实时识别已成为一个重要问题。本文主要研究了随机森林算法在无人机户外实时识别中的应用。首先从声音信号中提取Mel-Frequency倒谱系数(MFCC)特征,然后将射频方法与加权投票相结合,得到改进的随机森林(IRF)方法,用于识别无人机声音和环境声音。进行了实验分析。与射频方法相比,IRF方法的建模时间增加了9.52%,随着与传声器距离的增加,IRF方法的识别率降低;但IRF法的识别率始终高于RF法,且IRF法对混合样品的识别率始终高于90%。当距离为10 m时,IRF方法的识别率仍为91.29%。实验结果验证了IRF方法用于无人机室外实时识别的有效性和实际应用的可行性。
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引用次数: 0
COMPARISON OF TWO METHODS TO CALCULATE EXTERNAL LOADS AT FLIGHT IN CONTINUOUS TURBULENCE 连续乱流飞行中计算外载荷的两种方法的比较
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-10-25 DOI: 10.3846/aviation.2022.17788
B. Hevko, Yurij Bondar
The external loads from the continuous turbulence on the elastic high aspect ratio wing of the transport category aircraft are calculated by Dynamics of Turbulence Air (DTA) and Interactive Multidisciplinary Aircraft Design (IMAD) methods. The response to continuous turbulence was determined taking into account the requirements of CS-25.341(b). The model of the aircraft structure is directed by symmetrical spatial beam schematization. Determination of aerodynamic forces and moments was performed using the methods of linear computational aerodynamics: the panel method of Doublet-Lattice and Constant Pressures (DLM/CPM) and the method of circulation. Comparison of the results of load determination showed that, in general, the values of the loads calculated using IMAD are lower than the values calculated using DTA. Therefore, when designing an aircraft, it is advisable to combine these methods: calculate the loads using IMAD, as a more functional method, and then the loads obtained in the critical points of the calculated flight area should be confirmed using the DTA method. Thus, this study determined the difference between the results of the calculation of loads from the continuous turbulence on the elastic wing of the transport category aircraft using DTA and IMAD methods.
采用湍流空气动力学(DTA)和交互式多学科飞机设计(IMAD)方法计算了运输类飞机弹性大展弦比机翼在连续湍流作用下的外载荷。考虑CS-25.341(b)的要求,确定了对连续湍流的响应。飞机结构的模型是由对称空间梁示意图指导的。采用线性计算空气动力学方法:双点阵恒压面板法(DLM/CPM)和循环法进行气动力和力矩的确定。负荷确定结果的比较表明,一般情况下,使用IMAD计算的负荷值低于使用DTA计算的负荷值。因此,在设计飞机时,建议将这两种方法结合起来:使用功能更强的IMAD方法计算载荷,然后使用DTA方法确定计算飞行区域临界点处的载荷。因此,本研究确定了使用DTA和IMAD方法计算运输类飞机弹性机翼连续湍流载荷结果的差异。
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引用次数: 0
WEAR RESISTANCE OF SELECTED ANTI-WEAR COATINGS USED IN MULTI-MATERIAL COMPOSITE HYDRAULIC CYLINDERS 多材料复合材料液压缸选用耐磨涂层的耐磨性
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-10-20 DOI: 10.3846/aviation.2022.17728
T. Leśniewski, M. Stosiak, M. Lubecki, J. Krawczyk
The paper presents tribological tests of selected materials used as liners in a composite hydraulic cylinder. Three coating materials were used for the analysis: Sika F180 polyurethane, Huntsman Araldite LY1564 with Aradur 3487 amine hardener and Bezlona 1111 Super Metal. In addition, uncoated carbon epoxy laminate (CFRP) samples were used as reference material. The instantaneous course of the friction force, its maximum and average value, were the analysed parameters. Ball-on-disk tests were performed on a specialised tester that allows, among other things, to control the operating conditions (clamping force, operating temperature, speed, friction path) and measurement of the instantaneous value of the friction force. After these tests, the friction paths were observed using a Leica DCM8 contactless profilometer with an EPI 20x lens. The amount of energy dissipated due to friction was also determined. The conducted tests and comparative analyses allowed to conclude that the F180 material is the most desirable in terms of tribological properties.
本文介绍了复合液压缸内衬材料的摩擦学试验。采用三种涂层材料进行分析:Sika F180聚氨酯,亨斯迈Araldite LY1564与Aradur 3487胺硬化剂和Bezlona 1111超级金属。另外,以未涂覆的碳环氧复合材料(CFRP)样品作为对照材料。摩擦力的瞬时过程、最大值和平均值为分析参数。球盘测试是在专门的测试机上进行的,除其他外,可以控制操作条件(夹紧力、操作温度、速度、摩擦路径)和测量摩擦力的瞬时值。在这些测试之后,使用Leica DCM8非接触式轮廓仪和EPI 20倍镜头观察摩擦路径。由于摩擦而耗散的能量也被确定。所进行的测试和比较分析允许得出结论,F180材料在摩擦学性能方面是最理想的。
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引用次数: 2
LANDING GEAR FAILURES CONNECTED WITH HIGH-PRESSURE HOSES AND ANALYSIS OF TRENDS IN AIRCRAFT TECHNICAL PROBLEMS 起落架高压软管故障及飞机技术问题趋势分析
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-10-12 DOI: 10.3846/aviation.2022.17751
M. Karpenko
Reliability and maintenance analysis in aviation industry focused on a main objective of the accident and incident investigations what are help to better understand the causes of accidents. In the article suggested the underlying concept by scorecard of situations what lead to aviation accidents. In the present research, the aviation accident connected with a landing gear and a problem of failure to follow maintenance instructions during a maintenance on aircraft landing gear hydraulic drive was under an investigation, on an example of root cause analysis of the failure of hydraulic flexible highpressure hoses. The approach presented in this research of experimental measurements, based on fluid pressure measuring, high-pressure hoses vibration measuring and frequency’s analysis. By spectrum analyses was found that high-pressure hoses are most susceptible to deformation at frequencies to the response of the fluid within, as well as at hoses material resonance frequencies. The compact version of hoses is more deformational on the resonance points than a standard version of hose. In final according to analyses, was established that disrespect of the frequency conditions was leaded to causes irreversible degradation changes of the hose inner structure and occurrence of material defects inside layers contact what lead in final step to hose failure.
可靠性和维修分析是航空工业事故和事故调查的一个主要目标,有助于更好地了解事故的原因。在文章中,提出了基于记分卡的导致航空事故的基本概念。本研究以液压柔性高压软管失效的根本原因分析为例,对飞机起落架液压传动维修过程中涉及起落架的航空事故和未按照维修指令进行维修的问题进行了调查。本文提出了一种基于流体压力测量、高压软管振动测量和频率分析的实验测量方法。通过频谱分析发现,高压软管在内部流体响应频率以及软管材料共振频率下最容易变形。紧凑型软管在共振点上的变形比标准型软管大。最后,通过分析,确定了频率条件的不适当导致胶管内部结构的不可逆退化,胶管内部结构的变化和层内接触材料缺陷的发生,导致胶管在最后一步失效。
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引用次数: 4
APPLICATION OF ANALYTICAL REDUNDANCY OF MEASUREMENTS TO INCREASE THE RELIABILITY OF AIRCRAFT ATTITUDE CONTROL 应用测量的分析冗余度提高飞机姿态控制的可靠性
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-10-12 DOI: 10.3846/aviation.2022.17555
K. Kosacki, A. Tomczyk
This article presents basic methodology and some algorithms for estimating attitude and heading angles of an unmanned or optionally piloted aircraft in the event of a partial failure of the on-board measurement systems. The aim of the research is to develop effective estimation algorithms of non-measurable aircraft state variables. Correlation between quantities describing kinematics of the aircraft’s movement in space were used. Properties of the estimation algorithms are illustrated by exemplary calculations using real data recorded during test flights of the optionally controlled MP-02A Czajka airplane. Quality of the estimated signals allows to continue flight in case of a non-catastrophic failure of the measurement systems. Developed algorithms are used in control systems designed at the Department of Avionics and Control of the Rzeszów University of Technology, dedicated to unmanned and optionally controlled light aircraft.
本文介绍了在机载测量系统出现部分故障的情况下,估计无人驾驶或可选无人驾驶飞机的姿态和航向角的基本方法和一些算法。本研究的目的是开发不可测量飞机状态变量的有效估计算法。使用了描述飞机在太空中运动运动学的量之间的相关性。估计算法的特性通过使用在可选控制的MP-02A Czajka飞机的试飞期间记录的真实数据的示例性计算来说明。估计信号的质量允许在测量系统发生非灾难性故障的情况下继续飞行。所开发的算法用于Rzeszów理工大学航空电子与控制系设计的控制系统,专门用于无人驾驶和可选控制的轻型飞机。
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引用次数: 0
COMPARISON OF MIG-29 AND F-16 AIRCRAFT IN THE FIELD OF SUSCEPTIBILITY TO DESTRUCTION IN COMBAT 米格-29和f-16飞机在战场上的易毁性比较
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-10-12 DOI: 10.3846/aviation.2022.17592
M. Papis, Tomasz Krawczyk
Because the Polish Air Force currently uses F-16 and MiG-29 aircraft, the aim of the study was to conduct a comparison of the susceptibility to destruction in combat of these two aircraft. The first part of the work concerned the analysis of individual critical components, such as: general characteristics of the airframe structure, aircraft engine, flight control system, fuel system, aircraft weapons, radar system. The index of susceptibility to destruction in combat was defined considering the listed critical components and the following types of enemy weapon: aircraft gun, air-to-air missile, anti-aircraft gun, surface-to-air missile. The analysis proved that the aircraft have similar susceptibility to damage in combat, a slight advantage of the F-16 aircraft in this respect was determined. The presented scheme can be used to analyze other aircraft. Proposals of aircraft modifications, directions of further actions, possibilities of using the described method were presented. The method can be used to making decisions by governments regarding the purchase aircraft for their fleets and identify aircraft critical components with high susceptibility to destruction in order to introduce appropriate modifications by military aircraft manufacturers.
由于波兰空军目前使用F-16和米格-29飞机,因此研究的目的是对这两种飞机在战斗中的破坏敏感性进行比较。工作的第一部分是对各个关键部件的分析,如:机身结构的一般特性、飞机发动机、飞行控制系统、燃油系统、飞机武器、雷达系统。考虑到所列的关键部件和以下类型的敌方武器:飞机炮、空对空导弹、高射炮、地对空导弹,确定了战斗中易受破坏的指数。分析证明,飞机在战斗中具有相似的损伤敏感性,确定了F-16飞机在这方面的轻微优势。所提出的方案可用于其他飞机的分析。提出了飞机改装的建议、进一步行动的方向、使用所述方法的可能性。该方法可用于政府为其机队购买飞机做出决策,并识别具有高破坏敏感性的飞机关键部件,以便军用飞机制造商引入适当的修改。
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引用次数: 0
RETRACTION NOTICE TO “CORRECTED GYROCOMPASS SYNTHESIS AS A SYSTEM WITH CHANGEABLE STRUCTURE FOR AVIATION GRAVIMETRIC SYSTEM WITH PIEZOELECTRIC GRAVIMETER” [AVIATION 18(3), 134–140, 2014] 关于“压电式航空重力仪修正陀螺罗盘合成变结构系统”的撤回通知【航空18(3),134–1402014】
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-06-28 DOI: 10.3846/aviation.2022.17161
E. Bezvesilnaya, A. Tkachuk
The following article is being retracted from publication in Aviation Journal:Corrected gyrocompass synthesis as a system with changeable structure for aviation gravimetric system with piezoelectric gravimeter, by Elena Nikolaevna Bezvesilnaya and Andriy Hennadiiovych Tkachuk,Volume 18, Issue 3, 2014, pp. 134–140, Aviation,https://doi.org/10.3846/16487788.2014.969878https://journals.vilniustech.lt/index.php/Aviation/article/view/2941Received 20 November 2013; published online 02 October 2014, since the same results are published in Deutsche Gesellschaft für Ortung und Navigation article Corrected Gyrocompass Synthesis as a System with Changeable Structure, by Bezvesilnaya O. N., Ivanov S. V., Ryzhkov L. M. and Staritskiy L. P., Proceeding of Symposium Gyro Technology 2003, Stuttgart, Germany, 2003, 12.0–12.8 (ISSN 1439-4502).The Editors and publishers of the journal, Vilnius Gediminas Technical University, note that we received, peer-reviewed, accepted and published the article on the basis that the authors are presenting original results and are not intending to publish them in any other journal. The retracted article will remain online to maintain the scholarly record, but it will be digitally watermarked on each page as “retracted”.
以下文章已从《航空杂志》上撤回:压电式重力仪航空重力测量系统的可变结构修正陀螺罗盘合成系统,Elena Nikolaevna Bezvesilnaya和Andriy Hennadiiovych Tkachuk, 2014年第18卷第3期,134-140页,Aviation,https://doi.org/10.3846/16487788.2014.969878https://journals.vilniustech.lt/index.php/Aviation/article/view/2941Received 2013年11月20日;2014年10月2日在网上发表了相同的结果,因为相同的结果发表在德国研究与导航协会杂志上,Bezvesilnaya O. N., Ivanov S. V., Ryzhkov L. M.和Staritskiy L. P., 2003陀螺技术研讨会进展,德国斯图加特,2003,12.0-12.8 (ISSN 1439-4502)。该期刊的编辑和出版商维尔纽斯·格迪米纳斯技术大学(Vilnius Gediminas Technical University)指出,我们收到、同行评审、接受和发表这篇文章的基础是,作者展示的是原创成果,不打算在任何其他期刊上发表。撤回的文章将保留在网上,以保持学术记录,但每页都会有数字水印标记为“撤回”。
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引用次数: 0
EXPERIMENTAL ANALYSIS OF ULTRALIGHT AIRCRAFT TYRE BEHAVIOUR UNDER AIRCRAFT LANDING PHASE 飞机着陆阶段超轻型飞机轮胎性能试验分析
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-06-23 DOI: 10.3846/aviation.2022.17000
A. Kubit, T. Trzepieciński, Ł. Święch, R. Fejkiel
The aim of the research described in this paper is analysis of the deformation of the aircraft tyre subjected to static load. Based on the results of experimental tests with a different value of inflation pressure, favorable pressure conditions for use in the tyre of an ultralight aircraft were determined. The deflection characteristics of the tyre depending on the nominal pressure was determined using the digital image correlation technique. In the range of loads not leading to excessive tyre deflection, quite linear relation between vertical deflection and vertical force is observed. The safe minimum pressure in tyre loaded with a force of 12 kN is 2.5 bar. The experimental results will be used to select a shock absorber for a 600 kg ultralight, light sport aircraft commercialised by the company Ekolot (Krosno, Poland).
本文的研究目的是分析飞机轮胎在静载荷作用下的变形。根据不同充气压力值的试验结果,确定了用于超轻型飞机轮胎的有利压力条件。利用数字图像相关技术确定了轮胎随公称压力变化的偏转特性。在不引起轮胎过大挠度的载荷范围内,轮胎的垂直挠度与垂直力之间存在相当的线性关系。轮胎在承受12kn力时的安全最小压力为2.5 bar。实验结果将用于为Ekolot公司(Krosno,波兰)商业化的600公斤超轻轻型运动飞机选择减震器。
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引用次数: 0
HOVER PERFORMANCE ANALYSIS OF COAXIAL MINI UNMANNED AERIAL VEHICLE FOR APPLICATIONS IN MOUNTAIN TERRAIN 山地地形同轴微型无人机悬停性能分析
IF 1 Q3 ENGINEERING, AEROSPACE Pub Date : 2022-06-21 DOI: 10.3846/aviation.2022.16901
R. P.S., Jeyan J. V. Muruga Lal
Due to its compactness, agility, good hover performance, and ease of carriage, coaxial rotor Mini UAV is apt for various military and civilian applications in mountain terrain. This paper examines various factors to arrive at viable configurations of coaxial rotor Mini UAV for applications in mountain terrain. A consideration of the coaxial rotor Mini UAV to analyse the suitability for mountain terrain is presented. Coaxial rotor design is evaluated to assess the design requirements of mountain terrain. Various design parameters are analysed to arrive at viable design configurations for coaxial rotor Mini UAVs to operate in mountain terrain. Due to mechanical complexities, more than three blades per rotor for a small coaxial rotary wing aircraft is not recommended. The compact frame of the coaxial rotor Mini UAV is a key advantage, so rotor blades with a radius bigger than 1 m are not desirable. With a radius smaller than 1 m, a range of 0.9 m to 1.2 m, and an rotor speed between 900 RPM and 1200 RPM for 3-blade and 2-blade coaxial rotors, the Mini UAV offers a variety of options for applications in mountain terrain.
同轴旋翼微型无人机具有结构紧凑、机动灵活、悬停性能好、便于携带等优点,适合各种军用和民用山地地形。本文研究了各种因素,得出了适用于山地地形的同轴旋翼微型无人机的可行配置。考虑了同轴旋翼微型无人机对山地地形的适应性分析。对同轴转子设计进行了评估,以评估山地地形的设计要求。对各种设计参数进行了分析,得出了同轴旋翼微型无人机在山地作战的可行设计构型。由于机械的复杂性,一个小的同轴旋翼飞机的每个转子超过三个叶片是不推荐的。紧凑的框架是同轴旋翼微型无人机的一个关键优势,因此转子叶片半径大于1m是不可取的。半径小于1米,范围为0.9米至1.2米,旋翼速度在900转/分和1200转/分之间用于3叶片和2叶片同轴旋翼,迷你无人机为山地地形的应用提供了多种选择。
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引用次数: 2
期刊
Aviation
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