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Coupling interactions in aeroelastic analysis of 3D aircraft wings with control surface during flight 三维飞机机翼控制面气动弹性分析中的耦合相互作用
Q3 Earth and Planetary Sciences Pub Date : 2025-09-09 DOI: 10.1007/s42401-025-00395-5
Emad Q. Hussein, Farhan Lafta Rashid, Khalid M. Sowoud, Karrar A. Hammoodi, Ephraim Bonah Agyekum

This work investigates the dynamic characteristics of a system susceptible to flutter phenomena during aircraft flight operation while considering fluctuations in critical system parameters, including stiffness, damping, flap angle, angle of attack, and yaw angle. A parametric analysis was conducted to quantify the influence of each parameter on the system response, particularly focusing on bending and torsional mode. To substantiate the findings, comparing simulated, theoretical, and experimental results shows good agreement in overall trends. The results show that increasing stiffness from 100 N/m to 300 N/m reduced the peak bending displacement by approximately 80%, demonstrating a strong stabilizing effect. Similarly, increasing the damping coefficient from 0.1 to 1 resulted in a 40% reduction in torsional angle amplitude, highlighting the importance of damping in controlling the system’s oscillatory behavior. Additionally, aerodynamic variations such as yaw angle shifts from 0o to 5o increased bending displacement amplitude by 70%, revealing the system’s sensitivity to aerodynamic conditions. Similarly, increasing the angle of attack from 0o to 10o increases the bending displacement amplitude by 50%(:.) Emplacing the perturbative effect that elevated angles of attack exert on the system. The flap angle was also found to have a significant impact, with 60% increase in flutter speed observed when the flap angle was increased from 0o to 30o, reducing the system’s susceptibility to instability.

本文研究了飞机飞行过程中易受颤振现象影响的系统的动态特性,同时考虑了关键系统参数的波动,包括刚度、阻尼、襟翼角、攻角和偏航角。进行了参数分析,以量化每个参数对系统响应的影响,特别是关注弯曲和扭转模式。为了证实这些发现,将模拟、理论和实验结果进行比较,发现总体趋势很一致。结果表明,当刚度从100 N/m增加到300 N/m时,弯曲位移峰值降低约80%%, demonstrating a strong stabilizing effect. Similarly, increasing the damping coefficient from 0.1 to 1 resulted in a 40% reduction in torsional angle amplitude, highlighting the importance of damping in controlling the system’s oscillatory behavior. Additionally, aerodynamic variations such as yaw angle shifts from 0o to 5o increased bending displacement amplitude by 70%, revealing the system’s sensitivity to aerodynamic conditions. Similarly, increasing the angle of attack from 0o to 10o increases the bending displacement amplitude by 50%(:.) Emplacing the perturbative effect that elevated angles of attack exert on the system. The flap angle was also found to have a significant impact, with 60% increase in flutter speed observed when the flap angle was increased from 0o to 30o, reducing the system’s susceptibility to instability.
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引用次数: 0
Experimental and theoretical investigation of combustion efficiency, regression rate, and thrust characteristics of a hybrid rocket engine using PVC/DBP fuel 聚氯乙烯/DBP混合燃料火箭发动机燃烧效率、回归率和推力特性的实验与理论研究
Q3 Earth and Planetary Sciences Pub Date : 2025-08-04 DOI: 10.1007/s42401-025-00392-8
Akash Pawar, Aneena Praveen, Harikrishna Chavhan, Amit Kumar Thakur

Hybrid-rocket propulsion, which combines the benefits of both liquid and solid propulsion, has gained attention for its safety, throttling capability, and cost-effectiveness. This study presents a combined experimental and theoretical investigation of a hybrid rocket engine using PVC/DBP as fuel and gaseous oxygen as the oxidizer. Four successive firings were conducted to analyze thrust, regression rate, chamber pressure, and specific impulse. NASA CEA was used to model the ideal combustion parameters. The PVC-DBP fuel formulation offers advantages such as ease of processing, availability, and controlled burning behavior. A series of experimental static tests were conducted using a hybrid-rocket engine equipped with a showerhead injector and a convergent-divergent nozzle. The findings demonstrate an inverse correlation between the mass flux of the oxidizer and the regression rate, with measurements dropping from 0.94 to 0.70 mm/s. over successive firings as port diameter increased from 15 to 28.15 mm. Thrust measurements followed a similar trend, declining from 220 to 50 N, reflecting reduced combustion intensity due to oxidizer dilution. Combustion efficiency improved from 52.16 to 59.55%, suggesting enhanced fuel regression dynamics across multiple firings. Additionally, comparative analysis reveals significant deviations from ideal behavior due to combustion inefficiencies and thermal losses, highlighting the need for nozzle and chamber optimization in practical hybrid engine systems.

混合火箭推进结合了液体和固体推进的优点,以其安全性、节流能力和成本效益而备受关注。本文对以聚氯乙烯/DBP为燃料,气态氧为氧化剂的混合动力火箭发动机进行了实验与理论的结合研究。进行了四次连续发射,以分析推力、回退率、室压和比冲。采用NASA CEA对理想燃烧参数进行建模。PVC-DBP燃料配方具有易于加工,可用性和控制燃烧行为等优点。采用带花洒喷射器和会聚发散喷射器的混合动力火箭发动机进行了一系列静态试验。结果表明,氧化剂的质量通量与回归速率呈负相关,测量值从0.94 mm/s降至0.70 mm/s。在连续射击中,端口直径从15毫米增加到28.15毫米。推力测量也有类似的趋势,从220 N下降到50 N,反映了由于氧化剂稀释而降低的燃烧强度。燃烧效率从52.16%提高到59.55%,表明多次燃烧的燃料回归动力学增强。此外,对比分析表明,由于燃烧效率低下和热损失,与理想行为存在显著偏差,这突出了在实际混合动力发动机系统中对喷嘴和燃烧室进行优化的必要性。
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引用次数: 0
Flow mechanism of subharmonic resonance for a finite-span wing 有限跨机翼次谐波共振的流动机理
Q3 Earth and Planetary Sciences Pub Date : 2025-07-21 DOI: 10.1007/s42401-025-00379-5
Lei Chen, Jie Wu, Dechuan Ma, Bo Zeng, Gaohua Li, Junjie Peng, Fuxin Wang

To clarify the coupling mechanism between the aeroelastic responses and flow fields of helicopter blades experiencing subharmonic resonance, the experimental and numerical investigations are performed on a three-dimensional (3D) aeroelastic system that incorporates the tip vortex effect. The experimental results reveal subharmonic resonance phenomena occurring when the natural frequency is 1.45 times the driving frequency. For obtaining the 3D global flow fields, the high-fidelity numerical simulations are conducted under the conditions of subharmonic resonance. The dominant modes of flow fields and their spatio-temporal evolution are identified by proper orthogonal decomposition. It is shown that the subharmonic components in aeroelastic responses and aerodynamic loads result from the evolution of the flow fields. The decrease in reduced frequency leads to attenuation of the dynamic stall vortex, simultaneously enhancing flow stability and suppressing subharmonic components, which explains the saddle-node bifurcation of limit cycles during dynamical evolution. The formation of counter-rotating vortex pairs further enhances this stabilization mechanism.

为了阐明直升机叶片亚谐波共振时气动弹性响应与流场之间的耦合机理,对考虑叶尖涡效应的三维气动弹性系统进行了实验和数值研究。实验结果表明,当固有频率为驱动频率的1.45倍时,出现了次谐波谐振现象。为了获得三维全局流场,在次谐波谐振条件下进行了高保真数值模拟。通过适当的正交分解,确定了流场的主导模态及其时空演化。研究表明,气动弹性响应和气动载荷中的次谐波分量是流场演化的结果。频率降低导致动态失速涡的衰减,同时增强了流动稳定性并抑制了次谐波分量,这解释了动力演化过程中极限环的鞍-节点分叉。反向旋转涡对的形成进一步增强了这种稳定机制。
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引用次数: 0
Nonlinear modeling and vibration modal analysis of Fin-actuator system with freeplay 自由啮合鳍片作动器系统非线性建模及振动模态分析
Q3 Earth and Planetary Sciences Pub Date : 2025-07-16 DOI: 10.1007/s42401-025-00385-7
Yanshen Ren, Zhiwei Xu, Dejia Tang, Ruoyu Liu, Li Fang, Wei Wang

Electromechanical actuators (EMAs) are extensively employed in small aircraft. However, inherent structural nonlinearities such as freeplay, arising from limitations in production and manufacturing processes, can adversely affect the dynamic behavior of fin-actuator systems. This paper studies the correlation between modal frequencies and freeplay through the developed simulation model of the fin-actuator, and the modal frequencies are obtained by the impact hammer test. Both freeplay and friction effects are incorporated into the model to evaluate the influence of freeplay gap length and external loads on the frequency response function (FRF). Comparative analyses reveal that, under consistent impact load, significant differences exist in the vibration frequency responses for a fin with/without an external weight load. These results suggest a positive correlation between the frequency discrepancy and the magnitude of the freeplay, offering a reference for the detection of freeplay in fin-actuator systems.

机电致动器在小型飞机上得到广泛应用。然而,由于生产和制造过程的限制,固有的结构非线性,如自由运动,会对鳍状作动器系统的动态行为产生不利影响。本文通过建立翅片作动器仿真模型,研究了模态频率与自由啮合的关系,并通过冲击锤试验得到了模态频率。该模型同时考虑了自由滑动和摩擦效应,以评估自由滑动间隙长度和外载荷对频响函数(FRF)的影响。对比分析表明,在恒定冲击载荷下,有/无外部重量载荷的翅片振动频率响应存在显著差异。这些结果表明,频率差异与自由自由度的大小呈正相关,为鳍形作动器系统中自由自由度的检测提供了参考。
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引用次数: 0
Dynamic deformation and failure of jet engine case during blade-out 喷气发动机壳体在叶片脱落过程中的动态变形与失效
Q3 Earth and Planetary Sciences Pub Date : 2025-07-14 DOI: 10.1007/s42401-025-00384-8
Yu N. Shmotin, A. A. Ryabov, K. Yu Mokhov, S. S. Kukanov, S. O. Ptitsyn

The present paper discusses issues related to dynamic deformation and failure of the jet engine case impacted by released blade of rotating rotor. It is shown that due to a local area of deformation of the jet engine case impacted by the released blade acceptable failure criterion for the case can be obtained on the base of model tests and corresponding numerical simulations. The equation of motion based on the variation principle of balance of virtual powers of work. The plasticity models of the materials are based on the von Mises yield surface with associated flow rule and isotropic hardening low depends on the strain rate. Numerical solutions of the problem are implemented by the finite element method and explicit scheme of numerical integration in time, realized in the code LOGOS. The uncoupled ductile fracture model is applied with the equivalent plastic strain as failure criterion. Validity of computer simulations is supported by proximity of numerical and experimental data for the depth of cutting of the targets at the impact sides and perforation and perforation time of the targets. Analysis of the principal strains and equivalent plastic strains as well as stress triaxiality parameters during the deformation process up to the failure of the targets is also presented. It is shown that destruction of the plane model of the jet engine case is initiated on the impact side when the equivalent plastic strain normalized by the elongation reaches the level ({overline{varepsilon }}_{pl1}^{f}=2.5) with triaxial compression and perforation of the plate takes place if ({overline{varepsilon }}_{pl2}^{f}=1.2) on the opposite side of the target plate with biaxial tension.

本文讨论了喷气发动机机壳在旋转转子叶片释放作用下的动态变形和失效问题。结果表明,在模型试验和相应的数值模拟的基础上,喷气发动机机匣在叶片释放的冲击下会产生局部变形,从而得到机匣可接受的失效准则。基于虚功平衡变分原理的运动方程。材料的塑性模型是基于von Mises屈服面和相关流动规律,各向同性硬化对应变速率的依赖较小。采用有限元法和显式时间积分格式实现了问题的数值求解,并在代码LOGOS中实现。采用非耦合韧性断裂模型,以等效塑性应变为破坏准则。冲击侧靶的切割深度、靶的穿孔和穿孔时间的数值和实验数据的接近性支持了计算机模拟的有效性。分析了变形过程中的主应变、等效塑性应变和应力三轴性参数。结果表明,当等效塑性应变经伸伸率归一化后达到三轴压缩水平({overline{varepsilon }}_{pl1}^{f}=2.5)时,飞机机壳平面模型在冲击侧开始破坏;当目标板的另一侧({overline{varepsilon }}_{pl2}^{f}=1.2)受到双轴拉伸时,靶板发生穿孔。
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引用次数: 0
Landing trajectories improvement of a vertical takeoff and landing aircraft systems considering linear quadratic regulator strategy 考虑线性二次型调整策略的垂直起降飞机着陆轨迹改进
Q3 Earth and Planetary Sciences Pub Date : 2025-06-26 DOI: 10.1007/s42401-025-00381-x
Nader M. Moustafa, Katea L. Hamid, Ehsan S. Al -Ameen

Controlling the landing path trajectories of a vertical takeoff and landing aircraft is a challenge that requires an accurate design algorithm. This study introduces an innovative approach to investigate the dynamic of such vehicles and implement an automatic controller such that the aircraft follows a desired landing path trajectory. By linearizing the governing equations of the aircraft around a specific reference path, the linear model of the aircraft system is established. The bank angle is used as the primary control input to adjust landing profile and ballistic paths, while landing speed is treated as an independent state variable. This design algorithm involves creating a linear quadratic regulator controller gain that minimizes the cost function of the aircraft system, establishing dynamic state equations. The Hamiltonian function is employed to generate and solve both state and co-state equations under specific boundary conditions, culminating in the solution of the Riccati matrix. Finally, the controller's performance is tested with different initial state values. Results reveal significant improvements in stability and performance considering the landing path. However, challenges such as conflicts between system states, control gain saturation, and abrupt state changes remain key design hinders. This study offers a sufficient method for controlling such an aircraft using linear control algorithms, which can be more efficient and cost-effective than complex nonlinear algorithms. By simplifying control systems, this approach ensures stable and effective flight operations, making it a valuable advancement in the field of vertical takeoff and landing aircraft technology.

控制垂直起降飞机的着陆轨迹是一个挑战,需要精确的设计算法。本研究引入了一种创新的方法来研究这类飞行器的动力学,并实现了一个自动控制器,使飞行器遵循期望的着陆路径轨迹。通过对飞行器沿特定参考路径的控制方程进行线性化,建立了飞行器系统的线性模型。将俯角作为主要控制输入来调整着陆轮廓和弹道路径,而将着陆速度作为独立状态变量。该设计算法包括创建一个线性二次型调节器控制器增益,使飞机系统的成本函数最小,建立动态状态方程。哈密顿函数用于生成和求解特定边界条件下的状态方程和协态方程,最终求解Riccati矩阵。最后,用不同的初始状态值测试了控制器的性能。结果显示,考虑到着陆路径,稳定性和性能有了显著改善。然而,诸如系统状态之间的冲突、控制增益饱和和状态突变等挑战仍然是主要的设计障碍。本研究为使用线性控制算法控制此类飞机提供了一种充分的方法,与复杂的非线性算法相比,线性控制算法可以更高效、更具成本效益。通过简化控制系统,这种方法保证了稳定有效的飞行操作,使其成为垂直起降飞机技术领域的一个有价值的进步。
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引用次数: 0
Effect of amplitude and wavelength of tubercles on propeller performance 结节振幅和波长对螺旋桨性能的影响
Q3 Earth and Planetary Sciences Pub Date : 2025-06-25 DOI: 10.1007/s42401-025-00365-x
Mayuri R. Gore, Ganapati N. Joshi

In the aviation industry, drones are increasingly used for different purposes. They come in various types, shapes, and sizes based on their motive, ranging from small quadcopters to larger drones for cargo transport. Drones are generally prioritized due to their superior and safe performance, easy accessibility, and adaptable capabilities. Their efficiency depends on the speed at which the operation is carried out, which affects overall performance. The performance device that is most affected by increased speed is the drone’s propeller. On one hand, high speed can enhance lift and performance, whereas on the other hand, it imposes aerodynamic, mechanical, and power-related challenges. Thus, by focusing on the aerodynamic factor, speed balancing can be achieved by designing an efficient propeller to attain optimal performance while maintaining efficiency and stability in high-speed drones. Previous researchers have introduced the concept of variable pitch propellers (VPP), which adjust the blade angle to maintain optimal lift and efficiency at high speeds. However, VPPs still have not fully addressed challenges such as increased drag, potential stall, and tip-speed effects, ultimately affecting efficiency. To overcome these drawbacks, researchers have explored the idea of tubercles, which help improve propeller performance at high angles of attack and higher RPMs. However, tubercles also present certain performance drawbacks, such as a potential reduction in maximum efficiency, increased surface area, and added weight, which contribute to an increased drag coefficient and mixed performance across speeds. This study focuses on improving overall aerodynamic efficiency by addressing factors such as an increase in overall efficiency, thrust force, and power. By concentrating on these factors, the aim is to develop different propeller designs by modifying tubercle parameters such as amplitude, wavelength, and position. Many studies have been conducted on propellers to enhance drone operations, and experts continue to explore ways to improve efficiency. One effective approach is incorporating leading-edge (LE) tubercles on propellers, which enhance the overall efficiency of drones. To fulfil the purpose of this study, a numerical investigation is carried out by comparing the baseline model with a propeller featuring tubercles. Based on previous literature, the improved performance and increased overall efficiency of tubercle-equipped propellers demonstrate superior performance compared to baseline propellers.

在航空工业中,无人机越来越多地用于不同的目的。根据它们的动机,它们有各种类型、形状和大小,从小型四轴飞行器到用于货物运输的大型无人机。无人机由于其优越和安全的性能,易于访问和适应性强,通常被优先考虑。它们的效率取决于执行操作的速度,这会影响整体性能。受速度增加影响最大的性能装置是无人机的螺旋桨。一方面,高速可以提高升力和性能,但另一方面,它带来了空气动力学、机械和动力方面的挑战。因此,通过关注气动因素,可以通过设计高效的螺旋桨来实现速度平衡,从而在保持高速无人机效率和稳定性的同时获得最佳性能。以前的研究人员已经引入了可变螺距螺旋桨(VPP)的概念,它可以调整叶片角度,以在高速下保持最佳升力和效率。然而,vpp仍然没有完全解决阻力增加、潜在失速和尖端速度影响等问题,这些问题最终会影响效率。为了克服这些缺点,研究人员探索了结核的想法,这有助于提高螺旋桨在大攻角和更高转速下的性能。然而,结核也存在一定的性能缺陷,例如最大效率可能降低,表面积增加,重量增加,从而导致阻力系数增加,不同速度下的性能混合。这项研究的重点是通过解决诸如提高整体效率、推力和功率等因素来提高整体空气动力效率。通过关注这些因素,目标是通过修改结节参数(如振幅、波长和位置)来开发不同的螺旋桨设计。人们对螺旋桨进行了许多研究,以增强无人机的操作能力,专家们继续探索提高效率的方法。一种有效的方法是在螺旋桨上加入前沿(LE)结核,这可以提高无人机的整体效率。为了实现本研究的目的,通过将基线模型与具有结节的螺旋桨进行比较,进行了数值研究。根据先前的文献,与基线螺旋桨相比,配备结节的螺旋桨的性能改善和整体效率提高显示出优越的性能。
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引用次数: 0
Design optimization and computational validation of dual bell nozzle using ANN algorithm 基于人工神经网络的双钟形喷嘴设计优化及计算验证
Q3 Earth and Planetary Sciences Pub Date : 2025-06-02 DOI: 10.1007/s42401-025-00367-9
Taranjit Singh, Balaji Ravi

Modern space exploration requires superior Propelling systems and dual bell nozzles present a promising solution for enhancing rocket propulsion system performance across varied flight regimes. This study offers a comprehensive optimization and analysis of dual bell nozzle design for advanced rockets. By employing Machine Learning with an Artificial Neural Network model, we developed a novel approach to rapidly optimize dual bell nozzle geometry for a specified exit Mach number, addressing the complex calculations typically associated with nozzle design. The algorithm generated a nozzle configuration capable of efficient operation in both low and high-altitude conditions. To validate results, we conducted detailed computational simulations using ANSYS Fluent. The analysis corroborated the model predictions, revealing key performance characteristics including a maximum exhaust velocity of approximately 2200 m/s and an exit Mach number of 5.8, aligning closely with the optimization. Our study contributes to the advancement of space propulsion technology by demonstrating the potential of AI-driven optimization in nozzle design.

现代太空探索需要卓越的推进系统,双钟形喷嘴为提高火箭推进系统在不同飞行状态下的性能提供了一种很有前途的解决方案。本文对先进火箭弹双钟形喷管设计进行了全面的优化分析。通过使用机器学习和人工神经网络模型,我们开发了一种新的方法来快速优化指定出口马赫数的双钟形喷嘴几何形状,解决了通常与喷嘴设计相关的复杂计算。该算法生成的喷嘴配置能够在低海拔和高海拔条件下有效运行。为了验证结果,我们使用ANSYS Fluent进行了详细的计算模拟。分析证实了模型的预测,揭示了关键的性能特征,包括最大排气速度约为2200米/秒,出口马赫数为5.8,与优化结果非常吻合。我们的研究通过展示人工智能驱动的喷嘴优化设计的潜力,为空间推进技术的进步做出了贡献。
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引用次数: 0
Surrogate-based aerodynamic shape design of a multi-element airfoil with a VLCS leading-edge 基于代理的VLCS前缘多单元翼型气动外形设计
Q3 Earth and Planetary Sciences Pub Date : 2025-05-13 DOI: 10.1007/s42401-025-00364-y
Yifeng Liao, Guoyu Zheng, Weipeng Li

The Very Long Chord Slat (VLCS) has emerged as a promising high-lift device configuration for commercial jetliners. This study focuses on the parametric shape design of two-dimensional high-lift devices incorporating VLCS, with particular emphasis on slat contour and position modifications. A surrogate-based optimization (SBO) framework, integrating Kriging metamodeling and the Non-dominated Sorting Genetic Algorithm, was employed to enhance the lift and drag performance at targeted angles of attack (AOA). The results reveal distinct Pareto fronts, demonstrating that a 25% slat chord extension yields a 7% improvement in lift-drag ratio at take-off AOA and a 4% increase in lift coefficient at landing AOA. The study also underscores the efficacy of the SBO method in preliminary aerodynamic design exploration for high-lift devices.

超长弦板(VLCS)已成为一种很有前途的商用喷气客机高升力设备配置。本研究的重点是包含VLCS的二维高升力装置的参数化形状设计,特别强调板条轮廓和位置的修改。采用基于代理优化(SBO)框架,结合Kriging元建模和非支配排序遗传算法,提高了目标攻角(AOA)下的升力和阻力性能。结果显示出明显的帕累托锋面,表明25%的板弦延长可使起飞时的升阻比提高7%,着陆时的升力系数提高4%。该研究还强调了SBO方法在大升力装置气动设计初步探索中的有效性。
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引用次数: 0
A comprehensive fault propagation analysis method for software and hardware loosely coupled systems from time and space dimensions 基于时间和空间维度的软硬件松耦合系统故障传播综合分析方法
Q3 Earth and Planetary Sciences Pub Date : 2025-05-08 DOI: 10.1007/s42401-025-00359-9
Jingli Yang, Yuxiang Huang, Tianyu Gao, XiaoTong Fang

Software and hardware loosely coupled systems, characterized by their critical role in various high-reliability applications, require robust fault tolerance mechanisms due to their complexity and the intertwined nature of software and hardware components. However, the tight integration of diverse functions within the system-wide computing environment, coupled with the unclear mechanism of fault propagation, presents significant challenges in enhancing system reliability. Modern avionics systems, as a prominent example, are also inherently software-hardware loosely coupled systems, and they face similar challenges in ensuring fault tolerance. In response to these challenges, this paper proposes a fault propagation analysis method that comprehensively considers both temporal and spatial dimensions. Through in-depth analysis of dependency, fault probability, and fault propagation capability, the paper constructs a fault propagation model for software and hardware loosely coupled systems, providing a precise description of fault information. In the spatial dimension, the efficiency of fault propagation analysis is enhanced using the ant colony algorithm, while in the temporal dimension, task modeling is performed using the directed acyclic graph (DAG) model to improve the adaptability of fault propagation methods to real-time task requirements. The experimental results validate the effectiveness and efficiency of the proposed fault propagation method, demonstrating that the temporal dimension of fault propagation can effectively complement the shortcomings of spatial dimension fault propagation in meeting real-time task requirements.

软件和硬件松散耦合系统的特点是它们在各种高可靠性应用中的关键作用,由于它们的复杂性和软件和硬件组件的交织性质,需要强大的容错机制。然而,在全系统计算环境中各种功能的紧密集成,加上故障传播机制不明确,对提高系统可靠性提出了重大挑战。现代航空电子系统,作为一个突出的例子,也是固有的软硬件松散耦合系统,它们在确保容错性方面面临着类似的挑战。针对这些挑战,本文提出了一种综合考虑时间和空间维度的故障传播分析方法。通过对依赖关系、故障概率和故障传播能力的深入分析,构建了软硬件松耦合系统的故障传播模型,提供了故障信息的精确描述。在空间维度上,采用蚁群算法提高故障传播分析的效率;在时间维度上,采用有向无环图(DAG)模型进行任务建模,提高故障传播方法对实时任务需求的适应性。实验结果验证了所提故障传播方法的有效性和高效性,表明故障传播的时间维度可以有效弥补空间维度故障传播的不足,满足实时性任务要求。
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引用次数: 0
期刊
Aerospace Systems
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