首页 > 最新文献

Aerospace Science and Technology最新文献

英文 中文
Active control vibrations of aircraft wings under dynamic loading: Introducing PSO-GWO algorithm to predict dynamical information 动态载荷下飞机机翼的主动控制振动:引入 PSO-GWO 算法预测动态信息
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-31 DOI: 10.1016/j.ast.2024.109430

This study presents an innovative approach to mitigate vibrations induced by external shock on composite structures through the application of an intelligent controller. Leveraging the first-order shear deformation panel theory, a sophisticated controller scheme is developed, integrating methodologies such as the differential quadrature approach and Laplace transform. Furthermore, deep neural network (DNN) and support vector regression (SVR) techniques are employed to enhance prediction accuracy and control efficiency. Additionally, two optimized hybrid models are proposed, incorporating Particle Swarm Optimization (PSO) and Grey Wolf Optimizer (GWO) algorithms, to further refine the controller's performance. The proposed methodology aims to address the challenges associated with vibrations in composite structures by providing a comprehensive and adaptive control solution. By utilizing advanced optimization algorithms and machine learning techniques, the controller can effectively adapt to dynamic changes in external shock conditions, thereby minimizing vibrations and ensuring structural integrity. The integration of ANN and SVR enhances the controller's predictive capabilities, enabling it to anticipate and respond to varying shock scenarios with precision. Through theoretical analysis and numerical simulations, the effectiveness of the proposed intelligent controller is demonstrated in reducing vibrations and enhancing the structural stability of composite systems. The optimized hybrid models, employing PSO and GWO algorithms, further improve the controller's performance by fine-tuning its parameters for optimal control efficiency. Overall, this research contributes to the development of robust control strategies for mitigating vibrations in composite structures subjected to external shock, with potential applications in aerospace, automotive, and civil engineering industries.

本研究提出了一种创新方法,通过应用智能控制器来减轻外部冲击对复合材料结构引起的振动。利用一阶剪切变形面板理论,结合微分正交法和拉普拉斯变换等方法,开发了一种复杂的控制器方案。此外,还采用了深度神经网络(DNN)和支持向量回归(SVR)技术来提高预测精度和控制效率。此外,还提出了两个优化混合模型,结合了粒子群优化(PSO)和灰狼优化(GWO)算法,以进一步完善控制器的性能。所提出的方法旨在通过提供全面的自适应控制解决方案,解决与复合材料结构振动相关的难题。通过利用先进的优化算法和机器学习技术,控制器可以有效地适应外部冲击条件的动态变化,从而最大限度地减少振动并确保结构的完整性。ANN 和 SVR 的集成增强了控制器的预测能力,使其能够精确地预测和应对不同的冲击情况。通过理论分析和数值模拟,证明了所提出的智能控制器在减少振动和增强复合材料系统结构稳定性方面的有效性。采用 PSO 和 GWO 算法的优化混合模型通过微调参数以获得最佳控制效率,进一步提高了控制器的性能。总之,这项研究有助于开发稳健的控制策略,以减轻复合材料结构在外部冲击下的振动,并有望应用于航空航天、汽车和土木工程行业。
{"title":"Active control vibrations of aircraft wings under dynamic loading: Introducing PSO-GWO algorithm to predict dynamical information","authors":"","doi":"10.1016/j.ast.2024.109430","DOIUrl":"10.1016/j.ast.2024.109430","url":null,"abstract":"<div><p>This study presents an innovative approach to mitigate vibrations induced by external shock on composite structures through the application of an intelligent controller. Leveraging the first-order shear deformation panel theory, a sophisticated controller scheme is developed, integrating methodologies such as the differential quadrature approach and Laplace transform. Furthermore, deep neural network (DNN) and support vector regression (SVR) techniques are employed to enhance prediction accuracy and control efficiency. Additionally, two optimized hybrid models are proposed, incorporating Particle Swarm Optimization (PSO) and Grey Wolf Optimizer (GWO) algorithms, to further refine the controller's performance. The proposed methodology aims to address the challenges associated with vibrations in composite structures by providing a comprehensive and adaptive control solution. By utilizing advanced optimization algorithms and machine learning techniques, the controller can effectively adapt to dynamic changes in external shock conditions, thereby minimizing vibrations and ensuring structural integrity. The integration of ANN and SVR enhances the controller's predictive capabilities, enabling it to anticipate and respond to varying shock scenarios with precision. Through theoretical analysis and numerical simulations, the effectiveness of the proposed intelligent controller is demonstrated in reducing vibrations and enhancing the structural stability of composite systems. The optimized hybrid models, employing PSO and GWO algorithms, further improve the controller's performance by fine-tuning its parameters for optimal control efficiency. Overall, this research contributes to the development of robust control strategies for mitigating vibrations in composite structures subjected to external shock, with potential applications in aerospace, automotive, and civil engineering industries.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141985217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural network-based control for the on-orbit assembly of heterogeneous spacecraft cluster based on Vicsek fractal 基于 Vicsek 分形的异构航天器集群在轨组装的神经网络控制
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-31 DOI: 10.1016/j.ast.2024.109429

On-orbit assembly is a highly effective technique for building large space structures. This paper presents the dynamics and control of an on-orbit assembly of a large space structure based on a heterogenous spacecraft cluster comprising both rigid and flexible spacecraft. The topology of the large space structure is inspired by the Vicsek fractal. A distributed assembly strategy is proposed for the spacecraft team. Radial Basis Function neural networks (RBFNNs) are utilized to approximate the bounded uncertain terms in translational and attitude dynamics. To avoid collisions during the pre-assembly phase, a neural network (NN)-based controller with collision avoidance force is designed for relative position motion. During the assembly phase, only proportional-derivative (PD) law is employed for relative position control. In addition, an NN-based controller is designed for relative attitude control for both rigid and flexible spacecraft. To estimate the unmeasured flexible vibrations, modal coordinate observers are introduced for the flexible spacecraft. The stability of the closed-loop system is proved via Lyapunov functions. Moreover, numerical results are presented to validate the effectiveness of the proposed controllers and assembly strategy.

在轨组装是建造大型空间结构的一种高效技术。本文介绍了基于由刚性和柔性航天器组成的异质航天器集群的大型空间结构在轨组装的动力学和控制。大型空间结构的拓扑结构受到维克塞克分形的启发。为航天器团队提出了一种分布式组装策略。利用径向基函数神经网络(RBFNN)来近似平移和姿态动态中的有界不确定项。为避免在预组装阶段发生碰撞,设计了一个基于神经网络(NN)的控制器,该控制器具有相对位置运动的防撞力。在装配阶段,只采用比例-派生(PD)法则进行相对位置控制。此外,还为刚性和柔性航天器的相对姿态控制设计了基于 NN 的控制器。为了估计未测量到的柔性振动,为柔性航天器引入了模态坐标观测器。通过 Lyapunov 函数证明了闭环系统的稳定性。此外,还给出了数值结果,以验证所建议的控制器和装配策略的有效性。
{"title":"Neural network-based control for the on-orbit assembly of heterogeneous spacecraft cluster based on Vicsek fractal","authors":"","doi":"10.1016/j.ast.2024.109429","DOIUrl":"10.1016/j.ast.2024.109429","url":null,"abstract":"<div><p>On-orbit assembly is a highly effective technique for building large space structures. This paper presents the dynamics and control of an on-orbit assembly of a large space structure based on a heterogenous spacecraft cluster comprising both rigid and flexible spacecraft. The topology of the large space structure is inspired by the Vicsek fractal. A distributed assembly strategy is proposed for the spacecraft team. Radial Basis Function neural networks (RBFNNs) are utilized to approximate the bounded uncertain terms in translational and attitude dynamics. To avoid collisions during the pre-assembly phase, a neural network (NN)-based controller with collision avoidance force is designed for relative position motion. During the assembly phase, only proportional-derivative (PD) law is employed for relative position control. In addition, an NN-based controller is designed for relative attitude control for both rigid and flexible spacecraft. To estimate the unmeasured flexible vibrations, modal coordinate observers are introduced for the flexible spacecraft. The stability of the closed-loop system is proved via Lyapunov functions. Moreover, numerical results are presented to validate the effectiveness of the proposed controllers and assembly strategy.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141978607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A new analytical framework for free vibration solutions of rectangular plates with internal discontinuities 具有内部不连续性的矩形板自由振动解决方案的新分析框架
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-31 DOI: 10.1016/j.ast.2024.109453

In this study, a new analytical framework for free vibration solutions of rectangular plates with various internal discontinuities is developed. The discontinuities caused by a line hinge, a rigid line support, or a step change in thickness are under consideration. All such discontinuities are bypassed via the domain decomposition technique, which divides the entire plate into sub-plates, and then the symplectic superposition is leveraged to analytically address the free vibration of the sub-plates. Specifically, the governing free vibration equations are elegantly reformulated in the Hamiltonian system and rigorously solved by the three mathematical treatments, i.e., separation of variables, eigen expansion, and superposition. This innovative framework, developed through the integration of the domain decomposition and the symplectic superposition, is particularly notable for its ability to simplify the mathematical challenges in obtaining analytical solutions of plates with internal discontinuities. The obtained analytical solutions are well validated by other methods and are thus capable of serving as benchmarks for future studies. These solutions also reveal distinct vibration characteristics of plates with different internal discontinuities. In comparison to continuous plates, plates with a line hinge exhibit lower natural frequencies due to increased flexibility, whereas plates with a rigid line support demonstrate higher natural frequencies due to restricted deflection at the support location. Furthermore, the design of stepped plates with thickened sub-plates effectively suppresses vibration, hence achieving higher natural frequencies. In view of the wide usage of plate assemblies in engineering, the present framework is expected to facilitate their early-stage design and parametric optimization.

本研究为具有各种内部不连续性的矩形板的自由振动求解建立了一个新的分析框架。由线铰链、刚性线支撑或厚度阶跃变化引起的不连续性均在考虑之列。所有这些不连续性都可以通过域分解技术绕过,将整个板分成子板,然后利用交映叠加来分析解决子板的自由振动问题。具体来说,在哈密顿系统中对自由振动方程进行了优雅的重新表述,并通过三种数学处理方法(即变量分离、特征展开和叠加)进行了严格求解。这一创新框架是通过域分解和交点叠加的整合而开发的,尤其突出的是它能够简化在获得具有内部不连续性的板的分析解时所面临的数学挑战。所获得的分析解得到了其他方法的充分验证,因此可以作为未来研究的基准。这些解法还揭示了具有不同内部不连续性的板的不同振动特性。与连续板材相比,带有线铰链的板材由于柔性增加而表现出较低的自然频率,而带有刚性线支撑的板材由于支撑位置的挠度受限而表现出较高的自然频率。此外,加厚子板的阶梯板设计可有效抑制振动,从而获得更高的自然频率。鉴于板组件在工程中的广泛应用,本框架有望促进其早期设计和参数优化。
{"title":"A new analytical framework for free vibration solutions of rectangular plates with internal discontinuities","authors":"","doi":"10.1016/j.ast.2024.109453","DOIUrl":"10.1016/j.ast.2024.109453","url":null,"abstract":"<div><p>In this study, a new analytical framework for free vibration solutions of rectangular plates with various internal discontinuities is developed. The discontinuities caused by a line hinge, a rigid line support, or a step change in thickness are under consideration. All such discontinuities are bypassed via the domain decomposition technique, which divides the entire plate into sub-plates, and then the symplectic superposition is leveraged to analytically address the free vibration of the sub-plates. Specifically, the governing free vibration equations are elegantly reformulated in the Hamiltonian system and rigorously solved by the three mathematical treatments, i.e., separation of variables, eigen expansion, and superposition. This innovative framework, developed through the integration of the domain decomposition and the symplectic superposition, is particularly notable for its ability to simplify the mathematical challenges in obtaining analytical solutions of plates with internal discontinuities. The obtained analytical solutions are well validated by other methods and are thus capable of serving as benchmarks for future studies. These solutions also reveal distinct vibration characteristics of plates with different internal discontinuities. In comparison to continuous plates, plates with a line hinge exhibit lower natural frequencies due to increased flexibility, whereas plates with a rigid line support demonstrate higher natural frequencies due to restricted deflection at the support location. Furthermore, the design of stepped plates with thickened sub-plates effectively suppresses vibration, hence achieving higher natural frequencies. In view of the wide usage of plate assemblies in engineering, the present framework is expected to facilitate their early-stage design and parametric optimization.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141985271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of the combustion chamber length in combustion instability of low-toxic hypergolic thruster 燃烧室长度对低毒双酚推进器燃烧不稳定性的影响
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-30 DOI: 10.1016/j.ast.2024.109445

In this study, the effect of combustion chamber length on the hypergolic combustion instability of hydrogen peroxide-based propellants was investigated. Twenty-four hot-firing tests were conducted using a combination of 95 wt.% hydrogen peroxide and amine-based fuel with a drop test ignition delay of 5.65 ms and an adjustable length hypergolic thruster. When the chamber length was changed from 80 mm to 120 mm, the root mean square (RMS) combustion instability decreased drastically from 24 % to 9 %. The measured high-frequency instability was considerably consistent with the longitudinal resonance mode of each combustion chamber geometry. Low-frequency instability, that is, the rate of popping, occurred predominantly in all hot-firing tests. Within the 245–418 Hz range, its frequency increased as the chamber length decreased or the chamber pressure increased. The high-speed camera image of the exhaust plume coincided with the period of low-frequency instability, which was confirmed by the periodic popping of the propellant. Combustion instability was analyzed in depth by performing power spectral density (PSD), wavelet synchro squeezed transform (WSST), dynamic mode decomposition (DMD), and image intensity analyses using the chamber pressure and exhaust plume images. DMD decomposed the plume behavior into one expansion mode and three plume decay modes, and it also matched the low-frequency instability of the chamber pressure with an error of less than 5 %.

本研究调查了燃烧室长度对过氧化氢基推进剂超光速燃烧不稳定性的影响。使用 95 wt.% 的过氧化氢和胺基燃料组合进行了 24 次热点火试验,点火延迟为 5.65 毫秒,并使用了长度可调的双曲推进器。当燃烧室长度从 80 毫米变为 120 毫米时,燃烧不稳定性的均方根(RMS)从 24% 急剧下降到 9%。测得的高频不稳定性与每个燃烧室几何形状的纵向共振模式相当一致。低频不稳定性,即爆燃率,主要发生在所有热燃烧试验中。在 245-418 Hz 范围内,其频率随着燃烧室长度的减少或燃烧室压力的增加而增加。排气羽流的高速摄像机图像与低频不稳定性的周期相吻合,推进剂的周期性爆裂也证实了这一点。通过使用舱压和排气羽流图像进行功率谱密度(PSD)、小波同步挤压变换(WSST)、动态模式分解(DMD)和图像强度分析,对燃烧不稳定性进行了深入分析。DMD 将羽流行为分解为一个膨胀模式和三个羽流衰减模式,它还与腔室压力的低频不稳定性相匹配,误差小于 5%。
{"title":"Effect of the combustion chamber length in combustion instability of low-toxic hypergolic thruster","authors":"","doi":"10.1016/j.ast.2024.109445","DOIUrl":"10.1016/j.ast.2024.109445","url":null,"abstract":"<div><p>In this study, the effect of combustion chamber length on the hypergolic combustion instability of hydrogen peroxide-based propellants was investigated. Twenty-four hot-firing tests were conducted using a combination of 95 wt.% hydrogen peroxide and amine-based fuel with a drop test ignition delay of 5.65 ms and an adjustable length hypergolic thruster. When the chamber length was changed from 80 mm to 120 mm, the root mean square (RMS) combustion instability decreased drastically from 24 % to 9 %. The measured high-frequency instability was considerably consistent with the longitudinal resonance mode of each combustion chamber geometry. Low-frequency instability, that is, the rate of popping, occurred predominantly in all hot-firing tests. Within the 245–418 Hz range, its frequency increased as the chamber length decreased or the chamber pressure increased. The high-speed camera image of the exhaust plume coincided with the period of low-frequency instability, which was confirmed by the periodic popping of the propellant. Combustion instability was analyzed in depth by performing power spectral density (PSD), wavelet synchro squeezed transform (WSST), dynamic mode decomposition (DMD), and image intensity analyses using the chamber pressure and exhaust plume images. DMD decomposed the plume behavior into one expansion mode and three plume decay modes, and it also matched the low-frequency instability of the chamber pressure with an error of less than 5 %.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation of rotating detonation gas turbine cycle with different combustor passage areas 不同燃烧器通道面积的旋转爆燃燃气轮机循环研究
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-29 DOI: 10.1016/j.ast.2024.109432

Application of rotating detonation combustion can significantly enhance gas turbine performance, but the limited flow capacity caused by normally aspirated characteristic of rotating detonation combustor (RDC) severely constrains the operating range of gas turbine. In this paper, the detailed investigation was carried out for the influence of RDC passage area on cycle characteristic parameters for a 25MW single shaft gas turbine. The results demonstrated that changes of RDC passage area had a significant impact on operating range of rotating detonation gas turbine. As RDC passage area increased, operating range of gas turbine moved to the higher power, with the slight increases for cycle efficiency, cycle efficiency increment and net power increment compared to traditional gas turbine at identical net power. For the process when RDC passage area decreased from 0.0272 m2 to 0.0240 m2, the lower working limit of rotating detonation gas turbine decreased to 53.3 % of rated power, in which equivalence ratio of RDC replaced turbine efficiency as the greatest influence factor on cycle efficiency increment.

旋转爆燃燃烧的应用可显著提高燃气轮机的性能,但旋转爆燃燃烧器(RDC)的常吸气特性导致的有限流量严重限制了燃气轮机的运行范围。本文详细研究了 RDC 通道面积对 25MW 单轴燃气轮机循环特性参数的影响。结果表明,RDC 通道面积的变化对旋转爆燃式燃气轮机的运行范围有显著影响。随着 RDC 通道面积的增加,燃气轮机的运行范围向大功率方向移动,与相同净功率下的传统燃气轮机相比,循环效率、循环效率增量和净功率增量略有增加。对于 RDC 通道面积从 0.0272 m 减小到 0.0240 m 的过程,旋转爆燃式燃气轮机的工作下限下降到额定功率的 53.3%,其中 RDC 的等效比取代了涡轮机效率,成为循环效率增量的最大影响因素。
{"title":"Investigation of rotating detonation gas turbine cycle with different combustor passage areas","authors":"","doi":"10.1016/j.ast.2024.109432","DOIUrl":"10.1016/j.ast.2024.109432","url":null,"abstract":"<div><p>Application of rotating detonation combustion can significantly enhance gas turbine performance, but the limited flow capacity caused by normally aspirated characteristic of rotating detonation combustor (RDC) severely constrains the operating range of gas turbine. In this paper, the detailed investigation was carried out for the influence of RDC passage area on cycle characteristic parameters for a 25MW single shaft gas turbine. The results demonstrated that changes of RDC passage area had a significant impact on operating range of rotating detonation gas turbine. As RDC passage area increased, operating range of gas turbine moved to the higher power, with the slight increases for cycle efficiency, cycle efficiency increment and net power increment compared to traditional gas turbine at identical net power. For the process when RDC passage area decreased from 0.0272 m<sup>2</sup> to 0.0240 m<sup>2</sup>, the lower working limit of rotating detonation gas turbine decreased to 53.3 % of rated power, in which equivalence ratio of RDC replaced turbine efficiency as the greatest influence factor on cycle efficiency increment.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Resilient pursuit evasion guidance with feedback game strategy 具有反馈博弈策略的弹性追逐规避指导
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-29 DOI: 10.1016/j.ast.2024.109427

This paper proposed a resilient guidance strategy for planar pursuit evasion, in which the homing guidance problem is formulated as a Stackelberg game. As is known, the most salient challenge for pursuit evasion guidance is how to ensure an interception despite both players (i.e., missile and target) actively optimize their own interest with preferably incomplete information. Toward this, we introduce a game-theoretic guidance strategy that effectively integrates incentive feedback strategy into pursuit evasion game. In particular, the proposed resilient guidance law takes the form of Stackelberg game conjecture with missile/interceptor as the designated leader, and rigorously proves that leader's interest can be best served with a properly designed feedback gain, and an interception can be made possible in spite of incomplete knowledge on target's intentions (i.e., performance index). Simulation results verify the performance of the proposed strategy.

本文提出了一种平面追击规避的弹性制导策略,其中将归航制导问题表述为一个斯塔克尔伯格博弈。众所周知,追击规避制导面临的最突出挑战是如何在双方(即导弹和目标)都积极优化自身利益的情况下确保拦截。为此,我们引入了一种博弈论制导策略,将激励反馈策略有效地融入到追击规避博弈中。具体而言,所提出的弹性制导法则以斯塔克尔伯格博弈猜想为形式,以导弹/拦截器为指定领导者,并严格证明了领导者的利益可以通过适当设计的反馈增益得到最佳满足,并且可以在不完全了解目标意图(即性能指标)的情况下实现拦截。仿真结果验证了所提策略的性能。
{"title":"Resilient pursuit evasion guidance with feedback game strategy","authors":"","doi":"10.1016/j.ast.2024.109427","DOIUrl":"10.1016/j.ast.2024.109427","url":null,"abstract":"<div><p>This paper proposed a resilient guidance strategy for planar pursuit evasion, in which the homing guidance problem is formulated as a Stackelberg game. As is known, the most salient challenge for pursuit evasion guidance is how to ensure an interception despite both players (i.e., missile and target) actively optimize their own interest with preferably incomplete information. Toward this, we introduce a game-theoretic guidance strategy that effectively integrates incentive feedback strategy into pursuit evasion game. In particular, the proposed resilient guidance law takes the form of Stackelberg game conjecture with missile/interceptor as the designated leader, and rigorously proves that leader's interest can be best served with a properly designed feedback gain, and an interception can be made possible in spite of incomplete knowledge on target's intentions (i.e., performance index). Simulation results verify the performance of the proposed strategy.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental investigation on evaporation and micro-explosion characteristics of ethanol/RP-3 aviation kerosene blend droplets at elevated pressures and temperatures 乙醇/RP-3 航空煤油混合物液滴在高压和高温下的蒸发和微爆特性实验研究
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-29 DOI: 10.1016/j.ast.2024.109433

Under the background of energy conservation and emission reduction in the aviation industry, blends of ethanol with aviation kerosene have been widely accepted as a potential alternative fuel. Investigating its evaporation process is essential for comprehensively understanding the mechanisms of spray combustion process, which provides significant insights for improving the utilization of aviation fuel. Therefore, in this study, the effects of initial droplet size, ambient temperature and pressure on the micro-explosion and evaporation characteristics of RP70E30 droplets (70% RP-3 aviation kerosene and 30% ethanol by mass) are experimentally investigated. The evolutions of droplet temperature and size are simultaneously obtained by a suspended thermocouple and a high-speed video camera. The results indicate that in the cases without micro-explosion, RP70E30 droplet evaporation undergoes two stages, namely: transient heating and equilibrium evaporation stages. While the evaporation process of RP70E30 droplet with micro-explosion could be separated into three stages: transient heating, fluctuation evaporation and equilibrium evaporation stages. The sequential order of fluctuation evaporation stage and equilibrium evaporation stage is determined by the occurrence time of micro-explosion. RP70E30 droplets only exhibit weak rupture phenomena: weak micro-explosion and puffing. For all test conditions, a continuous increase in droplet temperature is observed throughout the entire evaporation process, and its trend exhibits a three-stage characteristic, including a rapid rise, a slow rise and then another rapid rise stages. At 400 °C and 1 bar, increasing initial droplet diameter (from 0.746 to 1.258 mm) can promote the heating and evaporation of RP70E30 droplet. While at 1 bar and 600 °C, the droplet with an initial diameter of 1.156 mm evaporates at a slower rate than droplet with an initial diameter of 1.030 mm in the early evaporation process. This is because weak micro-explosion somewhat suppresses the evaporation of PR70E30 droplet, which is attributed to the formation of bubbles increasing the heat transfer resistance inside the droplet. The droplets having similar initial diameters (from 0.95 to 1.05 mm) were selected to investigate the effects of ambient pressure and temperature on evaporation. At all the studied temperatures (400–600 °C) and pressures (1–20 bar), increasing ambient pressure and temperature both have a promoting effect on the heating and evaporation of RP70E30 droplet. Moreover, at 1 bar, high temperature can increase the possibility of micro-explosion. At 5–20 bar, no micro-explosion occurs.

在航空业节能减排的大背景下,乙醇与航空煤油的混合物作为一种潜在的替代燃料已被广泛接受。研究其蒸发过程对于全面了解喷雾燃烧过程的机理至关重要,这为提高航空燃料的利用率提供了重要启示。因此,本研究通过实验研究了初始液滴大小、环境温度和压力对 RP70E30 液滴(RP-3 航空煤油和乙醇的质量比分别为 70% 和 30%)的微爆和蒸发特性的影响。通过悬挂式热电偶和高速摄像机同时获得了液滴温度和大小的变化。结果表明,在无微爆炸的情况下,RP70E30 液滴的蒸发经历了两个阶段,即:瞬时加热阶段和平衡蒸发阶段。而有微爆的 RP70E30 液滴蒸发过程可分为三个阶段:瞬态加热阶段、波动蒸发阶段和平衡蒸发阶段。波动蒸发阶段和平衡蒸发阶段的先后顺序由微爆炸发生的时间决定。RP70E30 液滴只表现出微弱的破裂现象:微爆和膨化。在所有试验条件下,液滴温度在整个蒸发过程中持续上升,其趋势呈现三阶段特征,包括快速上升阶段、缓慢上升阶段和再次快速上升阶段。在 400 °C 和 1 巴条件下,增大液滴初始直径(从 0.746 毫米到 1.258 毫米)可促进 RP70E30 液滴的加热和蒸发。而在 1 巴和 600 °C 条件下,初始直径为 1.156 毫米的液滴在早期蒸发过程中的蒸发速度要慢于初始直径为 1.030 毫米的液滴。这是因为微弱的微爆炸在一定程度上抑制了 PR70E30 液滴的蒸发,其原因是气泡的形成增加了液滴内部的传热阻力。为了研究环境压力和温度对蒸发的影响,我们选择了初始直径(0.95 至 1.05 毫米)相似的液滴。在所有研究温度(400-600 °C)和压力(1-20 巴)下,环境压力和温度的增加都会促进 RP70E30 液滴的加热和蒸发。此外,在 1 巴的压力下,高温会增加微爆的可能性。在 5-20 巴的压力下,不会发生微爆。
{"title":"Experimental investigation on evaporation and micro-explosion characteristics of ethanol/RP-3 aviation kerosene blend droplets at elevated pressures and temperatures","authors":"","doi":"10.1016/j.ast.2024.109433","DOIUrl":"10.1016/j.ast.2024.109433","url":null,"abstract":"<div><p>Under the background of energy conservation and emission reduction in the aviation industry, blends of ethanol with aviation kerosene have been widely accepted as a potential alternative fuel. Investigating its evaporation process is essential for comprehensively understanding the mechanisms of spray combustion process, which provides significant insights for improving the utilization of aviation fuel. Therefore, in this study, the effects of initial droplet size, ambient temperature and pressure on the micro-explosion and evaporation characteristics of RP70E30 droplets (70% RP-3 aviation kerosene and 30% ethanol by mass) are experimentally investigated. The evolutions of droplet temperature and size are simultaneously obtained by a suspended thermocouple and a high-speed video camera. The results indicate that in the cases without micro-explosion, RP70E30 droplet evaporation undergoes two stages, namely: transient heating and equilibrium evaporation stages. While the evaporation process of RP70E30 droplet with micro-explosion could be separated into three stages: transient heating, fluctuation evaporation and equilibrium evaporation stages. The sequential order of fluctuation evaporation stage and equilibrium evaporation stage is determined by the occurrence time of micro-explosion. RP70E30 droplets only exhibit weak rupture phenomena: weak micro-explosion and puffing. For all test conditions, a continuous increase in droplet temperature is observed throughout the entire evaporation process, and its trend exhibits a three-stage characteristic, including a rapid rise, a slow rise and then another rapid rise stages. At 400 °C and 1 bar, increasing initial droplet diameter (from 0.746 to 1.258 mm) can promote the heating and evaporation of RP70E30 droplet. While at 1 bar and 600 °C, the droplet with an initial diameter of 1.156 mm evaporates at a slower rate than droplet with an initial diameter of 1.030 mm in the early evaporation process. This is because weak micro-explosion somewhat suppresses the evaporation of PR70E30 droplet, which is attributed to the formation of bubbles increasing the heat transfer resistance inside the droplet. The droplets having similar initial diameters (from 0.95 to 1.05 mm) were selected to investigate the effects of ambient pressure and temperature on evaporation. At all the studied temperatures (400–600 °C) and pressures (1–20 bar), increasing ambient pressure and temperature both have a promoting effect on the heating and evaporation of RP70E30 droplet. Moreover, at 1 bar, high temperature can increase the possibility of micro-explosion. At 5–20 bar, no micro-explosion occurs.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Proper orthogonal decomposition analysis of flow characteristics of aerostatic bearings based on Large Eddy Simulation 基于大涡模拟的空气静压轴承流动特性的适当正交分解分析
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-29 DOI: 10.1016/j.ast.2024.109438

The driving mechanism of the vibration of aerostatic bearings is still unclear. Although there are several interpretations, none of them is conclusive. The difficulty lies in the complicated information concealed beneath the turbulence flow. To this end, the proper orthogonal decomposition (POD) method was systematically implemented in the aerostatic bearing flow field analysis in the present study, and some new findings have been proposed. First, the accuracy of our large eddy simulation (LES) has been validated through quantitative comparisons with the experimental references in terms of pressure distribution. Then, the mode decomposition has been conducted at a circumferential symmetry plane and bottom surface and the influence of supply pressure has been uncovered. It turns out that the vortices within the recess dominate the flowfield when the supply energy Ps=3atm, which could be recognized as the driving mechanisms of vibrations. The convection and shearing process in the vicinity of the recess inlet becomes intense and corresponding vortices become predominant in the cases of Ps=4atm and 5atm. Eventually, the influences of film thickness have also been discussed when Ps=4atm. Different from the case of h = 10 μm, the low-frequency vortices near the recess outlet could be detected when the film thickness is increased to 20 µm. The control of corresponding flow structures might be helpful for the vibration suppression.

空气静压轴承振动的驱动机制尚不清楚。虽然有几种解释,但都没有定论。难点在于隐藏在湍流之下的复杂信息。为此,本研究在静压轴承流场分析中系统地采用了正交分解(POD)方法,并提出了一些新发现。首先,通过与压力分布方面的实验参考进行定量比较,验证了我们的大涡流模拟(LES)的准确性。然后,在圆周对称面和底面进行了模式分解,揭示了供给压力的影响。结果表明,当供给能量 Ps=3atm 时,凹槽内的涡流主导了流场,这可以被认为是振动的驱动机制。在 Ps=4atm 和 5atm 的情况下,凹槽入口附近的对流和剪切过程变得剧烈,相应的涡旋成为主导。最后,还讨论了 Ps=4atm 时薄膜厚度的影响。与 = 10 μm 的情况不同,当薄膜厚度增加到 20 µm 时,可以在凹槽出口附近检测到低频涡流。控制相应的流动结构可能有助于抑制振动。
{"title":"Proper orthogonal decomposition analysis of flow characteristics of aerostatic bearings based on Large Eddy Simulation","authors":"","doi":"10.1016/j.ast.2024.109438","DOIUrl":"10.1016/j.ast.2024.109438","url":null,"abstract":"<div><p>The driving mechanism of the vibration of aerostatic bearings is still unclear. Although there are several interpretations, none of them is conclusive. The difficulty lies in the complicated information concealed beneath the turbulence flow. To this end, the proper orthogonal decomposition (POD) method was systematically implemented in the aerostatic bearing flow field analysis in the present study, and some new findings have been proposed. First, the accuracy of our large eddy simulation (LES) has been validated through quantitative comparisons with the experimental references in terms of pressure distribution. Then, the mode decomposition has been conducted at a circumferential symmetry plane and bottom surface and the influence of supply pressure has been uncovered. It turns out that the vortices within the recess dominate the flowfield when the supply energy Ps=3atm, which could be recognized as the driving mechanisms of vibrations. The convection and shearing process in the vicinity of the recess inlet becomes intense and corresponding vortices become predominant in the cases of Ps=4atm and 5atm. Eventually, the influences of film thickness have also been discussed when Ps=4atm. Different from the case of <em>h</em> = 10 μm, the low-frequency vortices near the recess outlet could be detected when the film thickness is increased to 20 µm. The control of corresponding flow structures might be helpful for the vibration suppression.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative experimental studies on flow and noise of cylinder affected by coated and downstream metal foams 受涂层金属泡沫和下游金属泡沫影响的气缸流动和噪音的对比实验研究
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-28 DOI: 10.1016/j.ast.2024.109428

Experimental studies were performed to compare the effects of porous coating, downstream porous plate and their combination on the pressure drag, turbulence velocity, wall pressure fluctuation and aerodynamic noise associated with flow around a cylinder. The studies utilized metal foams as porous materials. The results suggest that the downstream porous plate is superior to the porous coating in reducing pressure drag, but the porous coating has advantages in suppressing the wall pressure fluctuations and radiated noise levels. Moreover, the downstream porous plate and the porous coating have opposite effects on the wake velocity fluctuations, with the former decreasing but the latter increasing the velocity fluctuations compared with the original cylinder. The porous materials have both positive and negative effects on the noise level. They can suppress wall pressure fluctuation, which is positive, but also form additional sources, which is negative. The positive effect dominates in the low-frequency range but gradually decreases as the frequency increases. Conversely, the negative effect gradually increases with an increase in the frequency. Therefore, the noise reduction level is usually significant in the low-frequency range but gradually decreases with an increase in the frequency. The experimental data also indicate that the linear addition property is inadequate for reducing pressure drag and aerodynamic noise with the porous coating and downstream porous plate.

实验研究比较了多孔涂层、下游多孔板及其组合对气缸周围流动的压力阻力、湍流速度、壁面压力波动和空气动力噪声的影响。研究采用金属泡沫作为多孔材料。结果表明,下游多孔板在减少压力阻力方面优于多孔涂层,但多孔涂层在抑制壁压波动和辐射噪声水平方面具有优势。此外,下游多孔板和多孔涂层对尾流速度波动的影响相反,前者与原气缸相比会减小速度波动,而后者则会增大速度波动。多孔材料对噪声水平既有正面影响,也有负面影响。它们可以抑制壁压波动,这是积极的,但也会形成额外的声源,这是消极的。正效应在低频范围内占主导地位,但随着频率的增加而逐渐减弱。相反,负效应则随着频率的增加而逐渐增强。因此,降噪水平通常在低频范围内显著,但随着频率的增加而逐渐降低。实验数据还表明,多孔涂层和下游多孔板的线性添加特性不足以降低压力阻力和空气动力噪音。
{"title":"Comparative experimental studies on flow and noise of cylinder affected by coated and downstream metal foams","authors":"","doi":"10.1016/j.ast.2024.109428","DOIUrl":"10.1016/j.ast.2024.109428","url":null,"abstract":"<div><p>Experimental studies were performed to compare the effects of porous coating, downstream porous plate and their combination on the pressure drag, turbulence velocity, wall pressure fluctuation and aerodynamic noise associated with flow around a cylinder. The studies utilized metal foams as porous materials. The results suggest that the downstream porous plate is superior to the porous coating in reducing pressure drag, but the porous coating has advantages in suppressing the wall pressure fluctuations and radiated noise levels. Moreover, the downstream porous plate and the porous coating have opposite effects on the wake velocity fluctuations, with the former decreasing but the latter increasing the velocity fluctuations compared with the original cylinder. The porous materials have both positive and negative effects on the noise level. They can suppress wall pressure fluctuation, which is positive, but also form additional sources, which is negative. The positive effect dominates in the low-frequency range but gradually decreases as the frequency increases. Conversely, the negative effect gradually increases with an increase in the frequency. Therefore, the noise reduction level is usually significant in the low-frequency range but gradually decreases with an increase in the frequency. The experimental data also indicate that the linear addition property is inadequate for reducing pressure drag and aerodynamic noise with the porous coating and downstream porous plate.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141851485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mixing efficiency optimization of Tesla-type flow channel for total temperature simulation device 全温模拟装置特斯拉型流道的混合效率优化
IF 5 1区 工程技术 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-07-28 DOI: 10.1016/j.ast.2024.109435

The space vehicle total temperature simulation device introduces the actual gas total temperature signal into the vehicle development process. It enables the simulation of flight environments, reduces development time, and decreases overall costs. The uniform and stable temperature signal is paramount in accurately simulate the vehicle's real flight speed and altitude. However, the existing ground test facilities for space vehicles, characterized by their large scale, face significant challenges including insufficient uniformity in gas mixing and inadequate simulation accuracy. The Tesla-type flow channel (TFC) is widely applied for its excellent mixing capabilities in gas and liquid mixing across various domains. In this paper, from the working principle of the total temperature simulation device of space vehicle, according to the characteristics of TFC, a high mixing efficiency optimization design method of TFC is proposed by using RBF neural network response surface and NSGA-II algorithm. The optimized TFC is implemented in the mixing chamber of the total temperature simulation device to enhance the mixing efficiency. This improvement ultimately leads to enhanced accuracy in simulating the flight environment of space vehicles during semi-physical simulations. By utilizing the Pareto optimal solution, the optimal pressure drop is 985.50 Pa, while the standard deviation of temperature is 39.37 K. The results demonstrate a significant improvement in mixing efficiency within the total temperature simulation device due to the introduction of the TFC. This study serves as a valuable reference for enhancing the mixing performance of the total temperature simulation device for space vehicles, while also addressing the need for total temperature simulation in smaller laboratory environments.

太空飞行器总温模拟装置将实际气体总温信号引入飞行器开发过程。它可以模拟飞行环境,缩短开发时间,降低总体成本。均匀稳定的温度信号对于精确模拟飞行器的实际飞行速度和高度至关重要。然而,现有的航天飞行器地面测试设施规模庞大,面临着气体混合不够均匀、模拟精度不足等重大挑战。特斯拉流道(Tesla-type flow channel,TFC)因其在不同领域的气体和液体混合中的出色混合能力而得到广泛应用。本文从空间飞行器全温模拟装置的工作原理出发,根据 TFC 的特点,利用 RBF 神经网络响应面和 NSGA-II 算法,提出了一种高混合效率的 TFC 优化设计方法。优化后的 TFC 被应用于全温模拟装置的混合室中,以提高混合效率。这一改进最终提高了在半物理模拟中模拟太空飞行器飞行环境的精度。利用帕累托最优解,最佳压降为 985.50 Pa,温度标准偏差为 39.37 K。这项研究为提高太空飞行器全温度模拟装置的混合性能提供了有价值的参考,同时也满足了在较小的实验室环境中进行全温度模拟的需求。
{"title":"Mixing efficiency optimization of Tesla-type flow channel for total temperature simulation device","authors":"","doi":"10.1016/j.ast.2024.109435","DOIUrl":"10.1016/j.ast.2024.109435","url":null,"abstract":"<div><p>The space vehicle total temperature simulation device introduces the actual gas total temperature signal into the vehicle development process. It enables the simulation of flight environments, reduces development time, and decreases overall costs. The uniform and stable temperature signal is paramount in accurately simulate the vehicle's real flight speed and altitude. However, the existing ground test facilities for space vehicles, characterized by their large scale, face significant challenges including insufficient uniformity in gas mixing and inadequate simulation accuracy. The Tesla-type flow channel (TFC) is widely applied for its excellent mixing capabilities in gas and liquid mixing across various domains. In this paper, from the working principle of the total temperature simulation device of space vehicle, according to the characteristics of TFC, a high mixing efficiency optimization design method of TFC is proposed by using RBF neural network response surface and NSGA-II algorithm. The optimized TFC is implemented in the mixing chamber of the total temperature simulation device to enhance the mixing efficiency. This improvement ultimately leads to enhanced accuracy in simulating the flight environment of space vehicles during semi-physical simulations. By utilizing the Pareto optimal solution, the optimal pressure drop is 985.50 Pa, while the standard deviation of temperature is 39.37 K. The results demonstrate a significant improvement in mixing efficiency within the total temperature simulation device due to the introduction of the TFC. This study serves as a valuable reference for enhancing the mixing performance of the total temperature simulation device for space vehicles, while also addressing the need for total temperature simulation in smaller laboratory environments.</p></div>","PeriodicalId":50955,"journal":{"name":"Aerospace Science and Technology","volume":null,"pages":null},"PeriodicalIF":5.0,"publicationDate":"2024-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141848738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Aerospace Science and Technology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1