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Simulation based Predictive analysis of Indian Airport transportation system using Computational intelligence techniques 基于仿真的印度机场运输系统的计算智能预测分析
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-06-26 DOI: 10.1590/jatm.v15.1300
P. Rajarajeswari, P. Lalitha, Surya Kumari, A. S. Lakshmi, S. R. Mugunthan, Prathipati Ratna Kumar, Pranayanath Reddy Ananthula
Normally, flight delays and cancellations have significant impact on airlines operations and passenger’s satisfaction. Flight delays reduce the performance of airline operations and make significant effect on airports on time performance. Previously statistical models have been used for flight delays analysis. This study was applied in Indian aviation industry and it has given statistical analysis of domestic airlines. In this research paper, we have applied Machine Learning models with the help of computational intelligence techniques for predicting airport transport management system. We have also applied computational intelligence techniques such as Particle Swarm Optimization (PSO) and Ant Colonization Optimization (ACO) to optimize the prediction model for delay period time and calculating the most optimal dependability. We have made comprehensive analysis of Data Efficiency Model for different airlines with various approaches as well as comparative analysis of accuracy for predicting airport model by using various machine learning models. In this study we have presented invaluable insights for the analysis of flight delay models.
通常情况下,航班延误和取消对航空公司的运营和乘客满意度产生重大影响。航班延误降低了航空公司的运营绩效,对机场的准点率产生了重大影响。以前的统计模型已用于航班延误分析。本研究以印度航空业为研究对象,对国内航空公司进行了统计分析。在这篇研究论文中,我们在计算智能技术的帮助下应用机器学习模型来预测机场运输管理系统。并应用粒子群算法(PSO)和蚁群算法(ACO)等计算智能技术对延迟时间预测模型进行优化,计算最优可靠性。我们用各种方法对不同航空公司的Data Efficiency Model进行了综合分析,并使用各种机器学习模型对机场模型的预测精度进行了对比分析。在这项研究中,我们为航班延误模型的分析提供了宝贵的见解。
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引用次数: 0
Design & Implementation of an Electric Fixed-wing Hybrid VTOL UAV for Asset Monitoring 用于资产监控的电动固定翼混合垂直起降无人机的设计与实现
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-05-26 DOI: 10.1590/jatm.v15.1297
S. Sonkar, Prashant Kumar, Yuvaraj Tanjore Puli, R. George, Deepu Philip, A. K. Ghosh
Fixed-wing unmanned aerial vehicles (UAVs) offer the best aerodynamic efficiency required for long-distance or high-endurance applications, albeit their runway requirement for take-off and landing in comparison with quadcopters, helicopters, and flapping-wing UAVs that can perform vertical take-off and landing (VTOL). Integrating a multirotor system with a fixed-wing UAV imparts VTOL capabilities without significantly compromising fixed-wing aerodynamic efficiency, endurance, payload capacity or range. Documented system design approaches to address various challenges of such fusion processes are sparse. This research proposes a holistic approach for designing, prototyping, and testing an electric-powered fixed-wing hybrid VTOL UAV. The proposed system design approach augments the standard aircraft design process with additional steps to integrate VTOL capabilities. Separate fixed-wing and multirotor designs were derived from the frozen mission requirements, which were then fused. The process used simulation for modeling and evaluating alternatives for the hybrid UAV created using standard aircraft design equations. We prototyped and instrumented the final design to validate operational capabilities through test flights. Multiple flight trials identified the ideal combination of Lithium-Polymer (Li-Po) batteries for VTOL (8000mAh) and fixed-wing (14000mAh) modes to meet the endurance and range requirements. The redundant power supplies also increased the survivability chances of the hybrid UAV during failures.
固定翼无人机(uav)提供了长距离或高耐力应用所需的最佳空气动力学效率,尽管与四轴飞行器、直升机和可以执行垂直起降(VTOL)的扑翼无人机相比,它们对起飞和降落的跑道要求更高。将多旋翼系统与固定翼无人机集成,在不显著损害固定翼气动效率、续航力、有效载荷能力或航程的情况下,赋予垂直起降能力。文档化的系统设计方法来解决这种融合过程的各种挑战是稀疏的。本研究提出了一种设计、原型和测试电动固定翼混合垂直起降无人机的整体方法。提出的系统设计方法增加了标准飞机设计过程的附加步骤,以集成垂直起降能力。分离的固定翼和多旋翼设计源自冻结任务的要求,然后被融合。该过程使用模拟建模和评估使用标准飞机设计方程创建的混合无人机的备选方案。我们对最终设计进行了原型化和仪器化,通过试飞来验证操作能力。多次飞行试验确定了垂直起降(8000mAh)和固定翼(14000mAh)模式的理想锂聚合物(Li-Po)电池组合,以满足续航力和航程要求。冗余电源也增加了混合型无人机在故障期间的生存机会。
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引用次数: 1
National Competitive Advantage Perspective of Global Aviation Hubs: The Middle East Big Three 全球航空枢纽的国家竞争优势透视:中东三巨头
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-05-12 DOI: 10.1590/jatm.v15.1298
Stephen Moreland, Mahmoud Alajaty, E. Njoya
Airports are seen as a crucial component of infrastructure in the construction of modern cities in the Middle East, where aviation is recognized as a top priority in their development strategy. While the airline industry in the Middle has been investigated, there are no studies that explored the region’s successful global aviation hubs from a national competitive advantage perspective. Therefore, this paper examines the macro environmental elements affecting a nation’s competitiveness in the aviation industry using a mixed-methods approach, including Porter’s notion of national competitive advantage and expert views. The analysis shows that while macro environmental factors such as geographical advantage, physical and intellectual infrastructure, and business attractiveness are important for a successful aviation development, they are not necessarily required to guarantee a hub status unless the governments are devoted to developing the sector.
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引用次数: 0
Design, Prototyping and Stratospheric Launch of CubeSats for University Competition 大学竞赛立方体卫星的设计、原型制作及平流层发射
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-04-17 DOI: 10.1590/jatm.v15.1295
Diego Anestor Coutinho, P. Paulino, Arielli Ajudarte da Conceição, Sthefany Farias Vilela, G. Aquino, Antonio Alves Ferreira Junior, Evandro César Vilas Boas
ABSTRACT This work presents the design and prototyping of two 1U standard CubeSats for the First Brazilian MCTI Satellite Olympiad, launching one in a stratospheric helium-filled balloon. The nanosatellites were designed for two missions: Internet of Things connectivity in remote areas based on CubeSat (IoSat) and low-orbit harmful gamma radiation mapping (LOHGRM). The IoSat mission aimed to provide server connectivity for a remote sensor network. The LOHGRM CubeSat was designed for sensing and mapping gamma radiation power levels in the satellite’s orbit to construct a heat map to study the gamma radiation effect on the equipment. The prototype’s performance was evaluated based on physical, mechanical, magnetic, thermal, and transmission characterization, with satisfactory results under test conditions. The LOHGRM mission test was carried out on the ground as proof of concept without flying while a stratospheric balloon launched the IoSat prototype. Due to restrictions imposed by the competition, the IoSat nanosatellite only captured and registered altitude, pressure, and temperature data without testing the communication payload. Instead, this data was sent to the ground station through the competition communication system and stored in a memory card to assess its operation during the flying. The satellite’s maximum altitude was 22.6 km, operating under –23.5 °C.
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引用次数: 0
Recent Advances in Solar Cells for Aerospace Applications: Materials and Technologies 航空航天应用太阳能电池的最新进展:材料与技术
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-04-17 DOI: 10.1590/jatm.v15.1296
R. Pessoa, P. Paulino
This editorial provides a comprehensive overview of the latest advances in solar cell material research and the potential applications of these materials in space. The overview highlights the need for a multidisciplinary approach that considers materials, manufacturing and integration to further promote the use of solar energy in space and support the growth of programs like mega-constellations of satellites.
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引用次数: 0
Experimental Investigation of the CFHT-27 Cusped-Field Hall Thruster Performance CFHT-27尖场霍尔推力器性能实验研究
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-03-24 DOI: 10.1590/jatm.v15.1294
Emin Saridede, Selcen Yediyildiz, M. Çelik
Cusped-field Hall thrusters (CFHT) have significant potential for use in many space missions due to their simplicity, long life and high efficiency. CFHT-27, designed and developed at the Bogazici University Space Technologies Laboratory (BUSTLab), is a prototype CFHT with a 27-mm diameter discharge channel. CFHT-27 utilizes samarium-cobalt (SmCo) permanent magnets. The thrust and efficiency of a cusped-field thruster is closely related to its size and design parameters. In this study, in order to understand the relationships between the design parameters and the thruster performance, the performance tests of the CFHT-27 are carried out for a given magnetic field topology. The thruster was operated at discharge voltages ranging from 250 to 500V with argon propellant with up to 3,000 s of specific impulse. The measurements show that CFHT-27 can achieve thrust values from 1 to 46 mN. Thus, this thruster can be used for a wide range of thrust values allowing throttle capabilities for different missions.
Cusped-field Hall推进器(CFHT)由于其简单、寿命长和效率高,在许多空间任务中具有巨大的应用潜力。CFHT-27由Bogazici大学空间技术实验室(BUSTLab)设计和开发,是一种具有27毫米直径放电通道的CFHT原型。CFHT-27使用钐钴(SmCo)永磁体。尖头场推力器的推力和效率与其尺寸和设计参数密切相关。在本研究中,为了了解设计参数与推力器性能之间的关系,在给定磁场拓扑下对CFHT-27进行了性能测试。推力器在250 ~ 500V放电电压下工作,氩气推进剂比冲高达3000秒。测试结果表明,CFHT-27的推力值为1 ~ 46 mN。因此,这种推进器可以用于广泛的推力值,允许油门能力为不同的任务。
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引用次数: 1
Study of Head-Pursuit Cooperative Guidance Law for Near-space Hypersonic Interceptor 近空间高超声速拦截弹头追协同制导律研究
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-03-24 DOI: 10.1590/jatm.v15.1293
Chenqi Zhu, Xiang Liu
In order to intercept hypersonic vehicles in near-space, a head-pursuit cooperative guidance law is proposed in this paper. Firstly, interceptors are regarded as multi-agents, and the communication relationship between them is represented by graph theory. Based on the time consistency theory of multi-agent system and sliding mode theory, a guidance law is designed along line-of-sight (LOS) to ensure the time cooperation of interceptors. Secondly, considering the requirement of the head-pursuit theory to the lead angle, a finite-time guidance law is designed perpendicular to LOS to ensure that each interceptor can complete head-pursuit interception. For the purpose of improving the intercept precision, extended state observers are used to estimate the system disturbances. The correctness of the guidance law is analyzed by Lyapunov stability theory. Finally, numerical simulations are presented and the results further verify the correctness of the guidance law.
为了在近空间拦截高超声速飞行器,提出了一种头追协同制导律。首先,将拦截器视为多智能体,用图论表示它们之间的通信关系;基于多智能体系统的时间一致性理论和滑模理论,设计了一种沿视距(LOS)方向的制导律,以保证拦截弹的时间协同。其次,考虑到头追理论对前导角的要求,设计了垂直于视距的有限时间制导律,保证每个拦截弹都能完成头追拦截;为了提高拦截精度,采用扩展状态观测器对系统扰动进行估计。利用李亚普诺夫稳定性理论分析了制导律的正确性。最后进行了数值仿真,结果进一步验证了制导律的正确性。
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引用次数: 0
The Coming of Age of Space Satellite Industry: Transitioning from a Growth to a Maturity Life Cycle Phase 空间卫星产业时代的到来:从成长期到成熟期的过渡
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-03-06 DOI: 10.1590/jatm.v15.1291
L. Perondi
From the perspective of the evolution of modern mass-production industrial sectors, the establishment of an industry can occur in a typical sequence of four conceptual phases: the introduction phase, in which a new technological concept is introduced; the growth phase, in which application of this concept in the form of a product or service is undertaken; the maturity phase, in which the direct use of the product and the advent of product-enabled services establish the new economic sector, and an eventual decline phase when one or more substitute products appear. Most of the current industrial products may be considered systems. The application of established concepts, such as interchangeable parts, permits firms to manufacture systems on a large scale, making sophisticated products available to society at manageable prices. The large availability of a product in a socioeconomic environment favors the use of this product in innovative ways, many of them unprecedented. In this way, introducing an innovative product in the market may nucleate a whole new industry over time, which may experience growth either through the continual evolvement of the product or expansion of the breadth of applications. Recent years have shown impressive development in the space industry. This article presents data that suggests that the global satellite space industry is transitioning from a growth to a maturity stage. It will be argued that barriers to entry are still at a level that permits Brazil, given its current position, to engage in the global space industry.
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引用次数: 0
A Retrospective of Global Navigation Satellite System Ionospheric Irregularities Monitoring Networks in Brazil 巴西全球导航卫星系统电离层不规则监测网络回顾
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-03-06 DOI: 10.1590/jatm.v15.1288
E. R. Paula, J. Monico, Ítalo Tsuchiya, C. Valladares, S. Costa, L. Marini-Pereira, B. Vani, A. Moraes
The use of Global Navigation Satellite System (GNSS) for air and terrestrial navigation and for many applications is increasing in the last decades. However, the Earth’s ionosphere causes GNSS signal delay due to the total electron content (TEC) and scintillation in the signal phase and amplitude. This scintillation can give rise to deleterious effects in the GNSS positioning. So, it is important to assess the effects of the ionosphere over the GNSS signal. To achieve this goal, it is necessary to have a large spatial and temporal coverage of data from many different sounders, being the GNSS receivers of great importance due to their global coverage and availability. In this work, we present a retrospective of the scintillation monitoring networks in Brazil and their characteristics. As the RBMC network managed by the IBGE provides TEC and as rate of TEC index (ROTI) is well correlated with ionospheric irregularities, we present also the RBMC network description. These RBMC GNSS receivers provide data in regions with scarcity of scintillation monitors. The description of the Ionospheric Scintillation Monitoring Receivers (ISMR) Query Tool, that is a web software that has been supporting research on the ISMR data, is also presented.
在过去几十年中,全球导航卫星系统(GNSS)用于空中和地面导航以及许多应用的使用正在增加。然而,地球电离层由于总电子含量(TEC)和信号相位和幅度上的闪烁而导致GNSS信号延迟。这种闪烁会对GNSS定位产生有害影响。因此,评估电离层对GNSS信号的影响是非常重要的。为了实现这一目标,有必要对来自许多不同探测仪的数据进行大的时空覆盖,因为GNSS接收器由于其全球覆盖和可用性而非常重要。在这项工作中,我们回顾了巴西的闪烁监测网络及其特点。由于IBGE管理的RBMC网络提供TEC,并且TEC指数速率(ROTI)与电离层不规则性有很好的相关性,因此我们也给出了RBMC网络的描述。这些RBMC GNSS接收机在闪烁监测仪缺乏的地区提供数据。介绍了电离层闪烁监测接收机(ISMR)查询工具,这是一个支持ISMR数据研究的网络软件。
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引用次数: 6
Three-Dimensional Thermohydrodynamic Analysis of Journal Bearing Lubricated by Magnetic Fluids with Couple Stresses 耦合应力磁流体润滑滑动轴承的三维热流动力学分析
Q3 ENGINEERING, AEROSPACE Pub Date : 2023-03-06 DOI: 10.1590/jatm.v15.1290
Ruaa Braz Dahham, N. A. Hashim, F. M. K. Al-Fatlwe
Couple stresses because of magnetic particles additives on the lubrication performance of a journal bearing system was embraced and scrutinized in the current examinations theoretically. The governing equations of Reynolds (pressure field), energy (temperature field), and heat conduction (temperature field through the solids) are coupled and solved instantaneously in term of temperature and viscosity. After these set of equation pressure is obtained, it is used to obtain the bearing characteristic. It was found that the load currying capacity and maximum pressure are increased due the employing of magnetic fluids along with the couple stresses, as well as side leakage flow and the friction coefficient are decreased. It can be also concluded that the magnetic fluids with couple stresses are better lubricant than magnetic fluid only ( l _ = 0), Newtonian fluids, and couple stress fluid ( = 0).
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引用次数: 0
期刊
Journal of Aerospace Technology and Management
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