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Application of digital image correlation in aerospace engineering: structural health monitoring of aircraft components 数字图像相关技术在航空航天工程中的应用:飞机部件的结构健康监测
Q3 Earth and Planetary Sciences Pub Date : 2024-07-02 DOI: 10.1007/s42401-024-00309-x
Ravindra Mallya, Amol Kiran Uchil, Satish B. Shenoy, Anand Pai

Digital Image Correlation (DIC) is a vital optical measurement technique that finds diverse applications in the domain of mechanics of materials. In aerospace applications, DIC has excellent scope in structural health monitoring of aircraft components. Aircraft wings, one of the critical components are subjected to different loads during flight. Ground testing and In-flight testing of wings can benefit substantially by DIC monitoring. DIC can be utilized to analyze the time-based variation in the speckle pattern or grid, applied to the wing’s surface. High-resolution images processed through a suitable correlation software helps decipher the data into stress and strain contours. Thus, any potential material failure or component defects can be identified. DIC also finds a role in flutter analysis, enabling the scrutiny of wing vibrations and deformations. In this review, the applications of DIC in analysis of aircraft components has been taken up, as in-flight structural health monitoring is a critical activity for a safe flight.

数字图像相关(DIC)是一种重要的光学测量技术,在材料力学领域有多种应用。在航空航天应用中,DIC 在飞机部件的结构健康监测方面有着出色的表现。飞机机翼是关键部件之一,在飞行过程中会承受不同的载荷。机翼的地面测试和飞行中测试可从 DIC 监测中获益匪浅。DIC 可用于分析机翼表面斑点图案或网格的时间变化。通过合适的相关软件处理的高分辨率图像有助于将数据解读为应力和应变轮廓。因此,任何潜在的材料故障或部件缺陷都可以被识别出来。DIC 还可用于扑翼分析,对机翼振动和变形进行仔细检查。在本综述中,我们将讨论 DIC 在飞机部件分析中的应用,因为飞行中的结构健康监测对于安全飞行至关重要。
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引用次数: 0
Modeling and PIL-based design for AGV flight control system AGV 飞行控制系统的建模和基于 PIL 的设计
Q3 Earth and Planetary Sciences Pub Date : 2024-07-02 DOI: 10.1007/s42401-024-00306-0
Mohamed Ibrahim Mohamed, Ehab Safwat, Yehia Z. Elhalwagy

Aerial Gliding Vehicles (AGVs) play a crucial role in military operations owing to their versatile and multipurpose capabilities. Achieving accurate modeling of AGVs is paramount for understanding their behavior and optimizing performance. While nonlinear models excel in capturing intricate phenomena, their complexity and computational demands make them less suitable for control system design. Hence, the utilization of linear models becomes imperative, offering a more comprehensible depiction of AGV dynamics and facilitating effective control system analysis and design. This study aims to develop a precise linear model for AGVs, providing a clear and interpretable framework for analysis and control system development. The constructed linear model serves as the foundation for devising various control strategies, significantly enhancing our comprehension of AGV behavior. Moreover, a comprehensive investigation into the AGV’s actuation system is conducted, employing advanced system identification techniques to establish an accurate actuation model. This phase is critical for ensuring the precise and efficient operation of the control system. The research encompasses the design and evaluation of two distinct AGV control strategies. Firstly, the Modified Proportional-Integral-Derivative (PI-D) controller, a conventional approach widely employed in control systems, serves as a stable benchmark for comparison. Secondly, the innovative Fuzzy-PI-D (F-PI-D) controller is introduced, harnessing fuzzy logic to augment control accuracy and responsiveness, particularly advantageous for complex systems like AGVs. To validate the performance of these control strategies, the study adopts the robust Processor in the Loop (PIL) methodology, integrating LabVIEW and an embedded device to conduct reliable testing and verification of control systems in a simulated environment. PIL offers the distinct advantage of evaluating control strategies under diverse conditions without the necessity of costly and hazardous real-world flight tests. Simulation outcomes furnish valuable insights into the efficacy of these control strategies. Significantly, the F-PI-D controller emerges as the preferred choice for enhancing AGV flight stability, precision, and responsiveness, thus contributing to the advancement of AGV control systems and their utility in military operations.

空中滑翔飞行器(agv)由于其多用途和多用途的能力,在军事行动中发挥着至关重要的作用。实现agv的精确建模对于理解其行为和优化性能至关重要。虽然非线性模型擅长捕捉复杂的现象,但其复杂性和计算需求使其不太适合控制系统设计。因此,线性模型的使用变得势在必行,提供了一个更容易理解的AGV动力学描述,并促进有效的控制系统分析和设计。本研究旨在建立一个精确的agv线性模型,为分析和控制系统的开发提供一个清晰和可解释的框架。所构建的线性模型是设计各种控制策略的基础,大大提高了我们对AGV行为的理解。此外,对AGV作动系统进行了全面的研究,采用先进的系统辨识技术建立了精确的作动模型。这一阶段对于确保控制系统的精确和高效运行至关重要。研究包括两种不同的AGV控制策略的设计和评估。首先,修正比例-积分-导数(PI-D)控制器是一种广泛应用于控制系统的传统方法,可以作为稳定的比较基准。其次,介绍了创新的fuzzy - pi - d (F-PI-D)控制器,利用模糊逻辑来提高控制精度和响应性,特别适用于agv等复杂系统。为了验证这些控制策略的性能,本研究采用鲁棒的环中处理器(PIL)方法,集成LabVIEW和嵌入式设备,在模拟环境中对控制系统进行可靠的测试和验证。PIL提供了在不同条件下评估控制策略的独特优势,而无需进行昂贵和危险的实际飞行测试。仿真结果为这些控制策略的有效性提供了有价值的见解。值得注意的是,F-PI-D控制器成为增强AGV飞行稳定性,精度和响应性的首选,从而有助于AGV控制系统的进步及其在军事行动中的效用。
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引用次数: 0
Investigation of pitching frequency impact on stability criteria for supersonic fin stabilized missile 俯仰频率对超音速鳍式稳定导弹稳定性标准影响的研究
Q3 Earth and Planetary Sciences Pub Date : 2024-06-26 DOI: 10.1007/s42401-024-00307-z
Fatouh Ibrahim, Mostafa Khalil, Mahmoud Y. M. Ahmed, M. Youssef

The stability criteria of any fin-stabilized flying object are a decisive metric in evaluating its overall performance and results in mission success. Flight stability depends on many parameters such as body configuration, the center of gravity location, atmospheric conditions, and flight manoeuvres. These manoeuvres are needed for better target interception especially for moving targets located at short ranges, resulting in high frequencies either in pitch or yaw directions. This study examines the impact of body pitch frequency on the stability of a supersonic fin-stabilized object. Time-dependent numerical simulations are implemented to model the unsteady flow field induced by a simple harmonic motion in the case study missile. The missile’s tail section dominates the lift force generated compared to the forebody, resulting in a downstream shift of the missile’s center of pressure and, consequently, an increase in the static stability margin as the pitching frequency increases. However, pitch-damp aerodynamic derivatives remain unchanged at various pitching frequencies, indicating frequency independence. The validity of the results is confirmed compared with wind tunnel data.

任何鳍稳定飞行物的稳定性标准都是评估其整体性能和任务成功与否的决定性指标。飞行稳定性取决于许多参数,如机身构造、重心位置、大气条件和飞行动作。要想更好地拦截目标,尤其是拦截短距离移动目标,就需要这些机动动作,从而导致俯仰或偏航方向的高频率。本研究探讨了机体俯仰频率对超音速鳍稳定物体稳定性的影响。本研究采用随时间变化的数值模拟,对案例研究导弹中的简谐运动引起的不稳定流场进行建模。与前体相比,导弹尾部产生的升力占主导地位,导致导弹的压力中心向下游移动,因此,随着俯仰频率的增加,静态稳定裕度也随之增加。然而,俯仰阻尼气动导数在不同俯仰频率下保持不变,表明频率无关性。与风洞数据相比,结果的有效性得到了证实。
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引用次数: 0
Prediction of burn rate of ammonium perchlorate–hydroxyl-terminated polybutadiene composite solid propellant using supervised regression machine learning algorithms 利用监督回归机器学习算法预测高氯酸铵-端羟基聚丁二烯复合固体推进剂的燃烧速率
Q3 Earth and Planetary Sciences Pub Date : 2024-06-17 DOI: 10.1007/s42401-024-00305-1
Dhruv A. Sawant, Vijaykumar S. Jatti, Anup Vibhute, A. Saiyathibrahim, R. Murali Krishnan, Sanjay Bembde, K. Balaji

The objective of the paper is to explore the fields of propulsion for rockets and defence systems to meet the increasing demands for cost-effectiveness and faster and friendly manufacturing processes to increase the efficiency of the burn time/rate of solid rocket motors. This particular research includes the use of powerful machine learning algorithms applied on the burn rate dataset to predict the best burn rate. The main focus of this particular research is based on the burning rate study which has been carried out at ambient and different pressures of 2.068 MPa, 4.760 MPa and 6.895 MPa with the use of binder as Hydroxyl-Terminated Polybutadiene, oxidizer as Ammonium Perchlorate and a catalyst as Iron Oxide. Two types of models are designed and created to predict the best burn rate from the experiments conducted namely; Empirical Mathematical Model and Machine Learning Regression. Empirical modelling gave an accuracy of 47% while Machine Learning Regression gave a prediction accuracy of nearly 99%.

本文的目的是探索火箭和国防系统推进领域,以满足日益增长的成本效益和更快、友好的制造过程的需求,以提高固体火箭发动机的燃烧时间/速率的效率。这项特殊的研究包括使用强大的机器学习算法应用于燃烧速率数据集来预测最佳燃烧速率。以端羟基聚丁二烯为粘结剂,高氯酸铵为氧化剂,氧化铁为催化剂,在2.068 MPa、4.760 MPa和6.895 MPa的环境压力和不同压力下进行了燃烧速率的研究。设计并建立了两种模型,分别为:经验数学模型与机器学习回归。经验建模的准确率为47%,而机器学习回归的预测准确率接近99%。
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引用次数: 0
Dynamic output feedback control strategy for a satellite orbital model within negative-imaginary systems theory framework 负-虚系统理论框架下卫星轨道模型的动态输出反馈控制策略
Q3 Earth and Planetary Sciences Pub Date : 2024-06-13 DOI: 10.1007/s42401-024-00304-2
Santosh Kumar Choudhary, Shreesha Chokkadi

This article presents the synthesis of a dynamic output feedback controller for a satellite orbital system confronted with uncertainties. The investigated method transforms the closed-loop system, synthesized by the controller, into an (alpha )-strictly negative-imaginary system. It utilizes the DC-loop gain condition associated with negative-imaginary systems theory to demonstrate robust stability of the satellite orbital system in the presence of uncertainties. Furthermore, the synthesized negative-imaginary closed-loop system exhibits notable time-domain performance. The numerical simulation outcomes presented in this article validate the investigated synthesis method.

这篇文章介绍了为一个具有不确定性的卫星轨道系统合成动态输出反馈控制器的方法。所研究的方法将控制器合成的闭环系统转换为严格意义上的负(α)虚系统。它利用与负-虚系统理论相关的直流环增益条件,证明了卫星轨道系统在存在不确定性时的稳健稳定性。此外,合成的负-虚闭环系统还具有显著的时域性能。本文介绍的数值模拟结果验证了所研究的合成方法。
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引用次数: 0
Optimization of hoop ribs for maximum compressive buckling strength in lattice structure adapter using a neural network model 基于神经网络模型的栅格结构接箍肋最大抗压屈曲强度优化
Q3 Earth and Planetary Sciences Pub Date : 2024-05-30 DOI: 10.1007/s42401-024-00303-3
Amir Kaveh, Jafar Eskandari Jam, Pouriya Barghamadi, Amirreza Ardebili, Mahdi Jafari

Composite lattice anisogrid adapters are highly favored in space rocketry design, serving as crucial interface structures between rocket stages or between the payload and its supporting structure. Their unique structural configuration allows them to withstand significant weight loads without succumbing to buckling. However, optimizing their design parameters could further enhance their strength and efficiency. Particularly, reinforcing the lower hoop ribs in a conical lattice adapter can substantially enhance its strength under axial compressive loads, thus preventing buckling. In this study, we begin by presenting a finite-element model of a lattice adapter featuring helical ribs that follow geodesic paths. To validate the model's accuracy, experimental prototypes and finite-element models from previous research are utilized. Subsequently, a neural network model is trained using the dataset generated from finite-element analysis results. This neural network model aims to predict, explore, and optimize the impact of lower hoop ribs' thicknesses on the critical axial buckling load of the adapter. The analysis ultimately confirms that an adapter designed with optimized ribs demonstrates a remarkable 51% increase in load capacity before buckling compared to an adapter designed with uniform ribs. This underscores the significance of optimizing design parameters for enhancing structural performance in space rocketry applications.

Graphical Abstract

复合晶格异质网格适配器是航天火箭设计中备受青睐的一种重要接口结构,是火箭级之间或载荷与支撑结构之间的关键接口结构。其独特的结构配置使其能够承受显著的重量载荷而不会屈曲。然而,优化其设计参数可以进一步提高其强度和效率。特别是对锥形点阵接头的下环肋进行加强,可以大大提高其在轴向压缩载荷下的强度,从而防止屈曲。在这项研究中,我们首先提出了一个网格适配器的有限元模型,该模型具有沿测地线路径的螺旋肋。为了验证模型的准确性,利用了前人研究的实验样机和有限元模型。随后,利用有限元分析结果生成的数据集训练神经网络模型。该神经网络模型旨在预测、探索和优化下箍筋厚度对接头临界轴向屈曲载荷的影响。分析最终证实,与采用均匀肋设计的接箍相比,采用优化肋设计的接箍在屈曲前的承载能力提高了51%。这强调了优化设计参数对提高空间火箭应用中结构性能的重要性。图形抽象
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引用次数: 0
Trajectory prediction for fighter aircraft ground collision avoidance based on the model predictive control technique 基于模型预测控制技术的战斗机地面防撞轨迹预测
Q3 Earth and Planetary Sciences Pub Date : 2024-05-15 DOI: 10.1007/s42401-024-00300-6
Shiyi Yuan, Qifu Li, Bei Lu, Xingjie Niu, Yishu Liu, Wei Gao

Controlled flight into terrain accidents pose a significant threat to aviation safety, emphasizing the need for effective automatic ground collision avoidance system (Auto GCAS). However, the diversity and complexity of missions present considerable challenges to aircraft collision avoidance control. This paper proposes an approach for trajectory prediction based on the model predictive control (MPC) technique. Different from previous methods that rely on predefined fixed trajectories, the proposed approach incorporates constraints of aircraft state and actual terrain to generate an optimal trajectory. The safety and effectiveness of the method are demonstrated through integrating the trajectory prediction algorithm into the Auto GCAS system. The simulation results show that the MPC-based Auto GCAS can achieve optimal collision avoidance outcomes aligned with the aircraft's performance and mission needs.

可控飞行撞地事故对航空安全构成重大威胁,迫切需要有效的自动地面碰撞避免系统(Auto GCAS)。然而,任务的多样性和复杂性给飞机避碰控制带来了相当大的挑战。提出了一种基于模型预测控制(MPC)技术的弹道预测方法。不同于以往的方法依赖于预定义的固定轨迹,该方法结合了飞机状态和实际地形的约束来生成最优轨迹。通过将轨迹预测算法集成到汽车GCAS系统中,验证了该方法的安全性和有效性。仿真结果表明,基于mpc的自动GCAS能够达到符合飞机性能和任务需求的最优避碰效果。
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引用次数: 0
Initial gap modeling for wing assembly analysis 机翼装配分析的初始间隙建模
Q3 Earth and Planetary Sciences Pub Date : 2024-05-15 DOI: 10.1007/s42401-024-00302-4
Nadezhda Zaitseva, Sergey Lupuleac, Julia Shinder

The aircraft wing is a complex structure consisting of many joined components. Because of the inevitable variability of the component shapes, different deviations may occur in the joining process including unreduced gaps between parts which can negatively affect the quality of further assembly. When developing the assembly process, the influence of these variations can be taken into account by considering the initial gap between the parts. For the variation analysis of the aircraft assembly process, a large set of random initial gaps between the parts is needed. To get this set without initial gap measurements it is proposed to use the method of modeling the initial gap based on the mode shape decomposition. The initial gap is represented as a sum of orthonormal mode shapes with random coefficients. This paper describes the method for estimating parameters and generating initial gap samples for such cases without initial gap measurements. The application of this method is illustrated for the wing assembly process. The effectiveness of the initial gap modeling based on residual gap measurements is studied and the application of this initial gap model for fastening pattern optimization is performed.

飞机机翼是由许多连接部件组成的复杂结构。由于零件形状的不可避免的可变性,在连接过程中可能会出现不同的偏差,包括零件之间未减小的间隙,这可能会对进一步装配的质量产生负面影响。在开发装配工艺时,可以通过考虑零件之间的初始间隙来考虑这些变化的影响。对于飞机装配过程的变分分析,需要一组大的随机初始间隙。为了不需要初始间隙测量,提出了基于模态振型分解的初始间隙建模方法。初始间隙表示为具有随机系数的标准正交模态振型的和。本文描述了在没有初始间隙测量的情况下估计参数和生成初始间隙样本的方法。并举例说明了该方法在机翼装配过程中的应用。研究了基于剩余间隙测量的初始间隙建模的有效性,并将该初始间隙模型应用于紧固模式优化。
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引用次数: 0
A survey on synthetic jets as active flow control 关于作为主动流控制的合成射流的调查
Q3 Earth and Planetary Sciences Pub Date : 2024-05-08 DOI: 10.1007/s42401-024-00301-5
D. Sai Naga Bharghava, Tamal Jana, Mrinal Kaushik

Synthetic jets (SJs) are becoming increasingly popular in aerospace engineering due to their potential applications in flow mixing enhancement, boundary layer control, and thermal load reduction. These pulsating jets involve the periodic motion of fluid in and out of a cavity through an orifice generated by a vibrating diaphragm at the cavity base. SJs are unique because they comprise working fluid and do not require an external fluid source, setting them apart from conventional flow control techniques. Although the net mass flux is zero in a complete cycle, there is a finite net momentum flux due to the imbalanced flow conditions across the orifice, and hence SJs are also known as Zero Net Mass Flux (ZNMF) jets. Numerous experimental and numerical studies have evaluated the efficacy of SJs in controlling the flow and heat transfer characteristics under various conditions, including quiescent and cross-flow situations. This review provides a comprehensive overview of the progress in synthetic jet applications in the last 40 years, specifically focusing on their potential use in flow control, heat transfer, and related applications in aerospace engineering. The strengths and limitations of SJs are discussed, and critical areas are identified for future research and development, including further optimization and refinement of these unique jets.

由于合成射流(SJ)在流动混合增强、边界层控制和减少热负荷方面的潜在应用,其在航空航天工程中越来越受欢迎。这些脉动喷流涉及流体通过空腔底部振动膜片产生的孔口进出空腔的周期性运动。SJ 的独特之处在于它由工作流体组成,不需要外部流体源,因此有别于传统的流量控制技术。虽然在一个完整的循环中,净质量通量为零,但由于孔口处的不平衡流动条件,存在有限的净动量通量,因此 SJ 也被称为零净质量通量 (ZNMF) 喷射。大量实验和数值研究评估了 SJ 在各种条件下(包括静止和交叉流情况)控制流动和传热特性的功效。本综述全面概述了合成射流在过去 40 年中的应用进展,特别侧重于其在航空航天工程中的流动控制、热传递和相关应用的潜在用途。文中讨论了 SJ 的优势和局限性,并确定了未来研发的关键领域,包括进一步优化和改进这些独特的射流。
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引用次数: 0
Deconvolution of mode composition beamforming for rotating source localization 用于旋转源定位的模式组成波束成形解卷积
Q3 Earth and Planetary Sciences Pub Date : 2024-05-06 DOI: 10.1007/s42401-024-00297-y
Ce Zhang, Wei Ma

Mode composition beamforming (MCB) is a frequency-domain rotating beamforming method for rotating acoustic source localization. Compared with other rotating beamforming methods, MCB has both wide applicability and high computational efficiency. The expression for MCB in literature is however not suitable for the application of deconvolution algorithms, which limits further improvements of dynamic range and spatial resolution of MCB. In this work, application of deconvolution algorithms to MCB is investigated. Firstly, the expression of MCB is transformed into a matrix form. Then the deconvolution algorithms of MCB, including DAMAS and CLEAN-SC, are derived based on the matrix form of MCB. Nextly the deconvolution algorithms of MCB are verified through a benchmark simulation case. Lastly deconvolution algorithms of MCB are applied in a phased array measurement for the rotor of an unmanned aerial vehicle to improve the dynamic range and spatial resolution of rotating source localization.

模式构成波束成形(MCB)是一种用于旋转声源定位的频域旋转波束成形方法。与其他旋转波束成形方法相比,MCB 不仅适用范围广,而且计算效率高。然而,文献中的 MCB 表达式并不适合去卷积算法的应用,这限制了 MCB 动态范围和空间分辨率的进一步提高。在这项工作中,研究了去卷积算法在 MCB 中的应用。首先,将 MCB 的表达式转换为矩阵形式。然后,根据 MCB 的矩阵形式推导出 MCB 的解卷积算法,包括 DAMAS 和 CLEAN-SC。然后,通过基准模拟案例验证 MCB 的解卷积算法。最后,将 MCB 的解卷积算法应用于无人机转子的相控阵测量,以提高旋转源定位的动态范围和空间分辨率。
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引用次数: 0
期刊
Aerospace Systems
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