首页 > 最新文献

Aerospace最新文献

英文 中文
Numerical Investigation of a Vortex Diverter Designed for Improving the Performance of the Submerged Inlet 为改善水下进水口性能而设计的涡流转向器的数值研究
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-30 DOI: 10.3390/aerospace11010042
Junyao Zhang, Hao Zhan, Bai-gang Mi
The submerged inlet exhibits good stealth characteristics and lower drag, but it has a low total pressure recovery coefficient and high distortion rate, which limits its widespread application. This paper proposes a vortex diverter aimed at enhancing the performance of the submerged inlet and investigates the aerodynamic coupling mechanism between the vortex diverter and the submerged inlet in detail. Firstly, based on the flow field characteristics of the submerged inlet, the design principles of the vortex diverter are proposed. Then, the impact of the vortex diverter on the flow field of the submerged inlet is analyzed using the numerical method. Finally, the matching design between the vortex diverter and the submerged inlet is explored. The results show that the vortex diverter improves the average total pressure of the airflow inside the inlet by exhausting the low-energy flow from the larger radius side of the inlet, thereby suppressing flow separation and enhancing flow field uniformity. The vortex diverter improves the intake performance of the submerged inlet under different incoming flow Mach numbers, inlet exit Mach numbers, angles of attack, and small sideslip angles. The maximum increase in the total pressure recovery coefficient is 3.1099%, and the maximum reduction in the circumferential total pressure distortion is 49.5207%. Among the design parameters, the horizontal distance between the leading edge of the vortex diverter and the inlet lip has the greatest influence on the intake performance, and the best control effect is achieved when the vortex diverter is installed at the throat position. Furthermore, after installing the vortex diverter, reducing the side-edge angle of the entrance appropriately can effectively reduce the intensity of the secondary flow, thereby improving the total pressure recovery at the exit and reducing the distortion rate.
沉没式进气口具有良好的隐身特性和较低的阻力,但其总压恢复系数低、变形率高,限制了其广泛应用。本文提出了一种旨在提高沉没式进气口性能的涡流分流器,并详细研究了涡流分流器与沉没式进气口之间的气动耦合机理。首先,根据沉没式进气口的流场特征,提出了涡流分流器的设计原则。然后,利用数值方法分析了分流器对沉没式进气口流场的影响。最后,探讨了涡流分流器与浸没式进气口的匹配设计。结果表明,涡流分流器通过从入口半径较大的一侧排出低能量气流,改善了入口内气流的平均总压,从而抑制了气流分离,提高了流场的均匀性。涡流分流器改善了沉没式进气口在不同入流马赫数、进气口出口马赫数、攻角和小侧滑角条件下的进气性能。总压恢复系数的最大增幅为 3.1099%,圆周总压畸变的最大减幅为 49.5207%。在设计参数中,涡流分流器前缘与进气唇之间的水平距离对进气性能的影响最大,当涡流分流器安装在喉部位置时,控制效果最好。此外,安装涡流分流器后,适当减小入口侧缘角可以有效降低二次流的强度,从而提高出口处的总压回收率,降低变形率。
{"title":"Numerical Investigation of a Vortex Diverter Designed for Improving the Performance of the Submerged Inlet","authors":"Junyao Zhang, Hao Zhan, Bai-gang Mi","doi":"10.3390/aerospace11010042","DOIUrl":"https://doi.org/10.3390/aerospace11010042","url":null,"abstract":"The submerged inlet exhibits good stealth characteristics and lower drag, but it has a low total pressure recovery coefficient and high distortion rate, which limits its widespread application. This paper proposes a vortex diverter aimed at enhancing the performance of the submerged inlet and investigates the aerodynamic coupling mechanism between the vortex diverter and the submerged inlet in detail. Firstly, based on the flow field characteristics of the submerged inlet, the design principles of the vortex diverter are proposed. Then, the impact of the vortex diverter on the flow field of the submerged inlet is analyzed using the numerical method. Finally, the matching design between the vortex diverter and the submerged inlet is explored. The results show that the vortex diverter improves the average total pressure of the airflow inside the inlet by exhausting the low-energy flow from the larger radius side of the inlet, thereby suppressing flow separation and enhancing flow field uniformity. The vortex diverter improves the intake performance of the submerged inlet under different incoming flow Mach numbers, inlet exit Mach numbers, angles of attack, and small sideslip angles. The maximum increase in the total pressure recovery coefficient is 3.1099%, and the maximum reduction in the circumferential total pressure distortion is 49.5207%. Among the design parameters, the horizontal distance between the leading edge of the vortex diverter and the inlet lip has the greatest influence on the intake performance, and the best control effect is achieved when the vortex diverter is installed at the throat position. Furthermore, after installing the vortex diverter, reducing the side-edge angle of the entrance appropriately can effectively reduce the intensity of the secondary flow, thereby improving the total pressure recovery at the exit and reducing the distortion rate.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 26","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139141697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Airfoil Lift Coefficient Optimization Using Genetic Algorithm and IGP Parameterization: Volume 1 利用遗传算法和 IGP 参数化优化机翼升力系数:第 1 卷
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-30 DOI: 10.3390/aerospace11010044
M. Tejeda-del-Cueto, Manuel Alberto Flores-Alfaro, Miguel Toledo-Velázquez, Lorena del Carmen Santos-Cortes, José Hernández-Hernández, M. Vigueras-Zuñiga
The objective of this study is to develop a genetic algorithm that uses the IGP parameterization to increase the lift coefficient (CL) of three airfoils to be used on wings of unmanned aerial vehicles (UAVs). The geometry of three baseline airfoils was modified by developing a genetic algorithm that operates with the IGP parameterization and performs the aerodynamic analysis using XFOIL in the MATLAB environment. Subsequently, a numerical model was made for each baseline and optimized airfoil using a commercial computational fluid dynamics (CFD) code to analyze the behavior of the lift coefficient. An increase in the average CL was obtained for the Eppler 68, MH 70, and Wortmann FX 60-126 airfoils for angles of attack ranging from 0 to 10, obtaining increments of 17.243%, 14.967%, and 10.708%, respectively. Additionally, an average 5.027% uncertainty was obtained in lift coefficient calculations between XFOIL and CFD. The utility of the IGP method and genetic algorithms for parameterizing and optimizing airfoils was demonstrated. In addition, airfoils could be tailored for a specific UAV depending on the mission profile. Volume 2 of this study will include experimental data from wind tunnel.
本研究的目的是开发一种遗传算法,利用 IGP 参数化提高无人机(UAV)机翼上使用的三种翼面的升力系数(CL)。通过开发使用 IGP 参数化的遗传算法,对三个基准翼面的几何形状进行了修改,并在 MATLAB 环境中使用 XFOIL 进行了气动分析。随后,使用商用计算流体动力学(CFD)代码为每个基准翼面和优化翼面制作了一个数值模型,以分析升力系数的行为。Eppler 68、MH 70 和 Wortmann FX 60-126 机翼的平均升力系数在攻角 0 至 10 范围内分别增加了 17.243%、14.967% 和 10.708%。此外,在 XFOIL 和 CFD 的升力系数计算中获得了平均 5.027% 的不确定性。这证明了 IGP 方法和遗传算法在机翼参数化和优化方面的实用性。此外,还可根据任务情况为特定无人机量身定制机翼。本研究的第二卷将包括来自风洞的实验数据。
{"title":"Airfoil Lift Coefficient Optimization Using Genetic Algorithm and IGP Parameterization: Volume 1","authors":"M. Tejeda-del-Cueto, Manuel Alberto Flores-Alfaro, Miguel Toledo-Velázquez, Lorena del Carmen Santos-Cortes, José Hernández-Hernández, M. Vigueras-Zuñiga","doi":"10.3390/aerospace11010044","DOIUrl":"https://doi.org/10.3390/aerospace11010044","url":null,"abstract":"The objective of this study is to develop a genetic algorithm that uses the IGP parameterization to increase the lift coefficient (CL) of three airfoils to be used on wings of unmanned aerial vehicles (UAVs). The geometry of three baseline airfoils was modified by developing a genetic algorithm that operates with the IGP parameterization and performs the aerodynamic analysis using XFOIL in the MATLAB environment. Subsequently, a numerical model was made for each baseline and optimized airfoil using a commercial computational fluid dynamics (CFD) code to analyze the behavior of the lift coefficient. An increase in the average CL was obtained for the Eppler 68, MH 70, and Wortmann FX 60-126 airfoils for angles of attack ranging from 0 to 10, obtaining increments of 17.243%, 14.967%, and 10.708%, respectively. Additionally, an average 5.027% uncertainty was obtained in lift coefficient calculations between XFOIL and CFD. The utility of the IGP method and genetic algorithms for parameterizing and optimizing airfoils was demonstrated. In addition, airfoils could be tailored for a specific UAV depending on the mission profile. Volume 2 of this study will include experimental data from wind tunnel.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 30","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139137415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 into the Effect of H2-Enriched Conditions on the Structure and Stability of Flames in a Low-Swirl Combustor Derived from Aero-Engine Design 研究富含 H2 的条件对源自航空发动机设计的低涡流燃烧器中火焰结构和稳定性的影响
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-30 DOI: 10.3390/aerospace11010043
S. Bonuso, P. Di Gloria, Guido Marseglia, Ramón A. Otón Martínez, Ghazanfar Mehdi, Zubair Ali Shah, A. Ficarella, M. D. De Giorgi
This study introduces an innovative approach involving the injection of hydrogen into a low-swirl, non-premixed flame, which operates with gaseous fuels derived from an air-blast atomizer designed for aero-engine applications. The aim is to characterize how hydrogen enrichment influences flame structures while maintaining a constant thermal output of 4.6 kW. Using high-speed chemiluminescence imaging, three fueling conditions were compared: the first involved pure methane/air, while the second and third conditions introduced varying levels of hydrogen to an air–methane mixture. The results reveal significant effects of hydrogen enrichment on flame characteristics, including a slightly shorter length and a wider angle attributed to heightened expansion within the Combustion Recirculation Zone. Moreover, the emission of UV light underwent considerable changes, resulting in a shifted luminosity zone and reduced variance. To delve deeper into the underlying mechanisms, the researchers employed Proper Orthogonal Decomposition (POD) and Spectral Proper Orthogonal Decomposition (SPOD) analyses, showing coherent structures and energetic modes within the flames. Hydrogen enrichment led to the development of smaller structures near the nozzle exit, accompanied by longitudinal oscillations and vortex shedding phenomena. These findings contribute to an advanced understanding of hydrogen’s impact on flame characteristics, thereby propelling efforts toward improved flame stability. Additionally, these insights hold significance in the exploration of hydrogen as an alternative energy source with potential environmental benefits.
本研究介绍了一种创新方法,即在低涡流、非预混合火焰中注入氢气,该火焰使用的气体燃料来自为航空发动机应用而设计的喷气雾化器。其目的是在保持 4.6 千瓦恒定热输出的同时,确定氢富集如何影响火焰结构。利用高速化学发光成像技术,对三种燃料条件进行了比较:第一种条件是纯甲烷/空气,第二和第三种条件是在空气-甲烷混合物中引入不同水平的氢。结果表明,氢气富集对火焰特性有明显影响,包括长度略短,角度更宽,这归因于燃烧再循环区内膨胀加剧。此外,紫外光的发射也发生了很大变化,导致发光区偏移和方差减小。为了深入研究其潜在机制,研究人员采用了正交适当分解(POD)和光谱适当正交分解(SPOD)分析,显示了火焰内部的相干结构和能量模式。氢气富集导致喷嘴出口附近出现较小的结构,并伴有纵向振荡和涡流脱落现象。这些发现有助于进一步了解氢气对火焰特性的影响,从而推动提高火焰稳定性的工作。此外,这些见解对于探索氢作为一种具有潜在环境效益的替代能源也具有重要意义。
{"title":"Investigation into the Effect of H2-Enriched Conditions on the Structure and Stability of Flames in a Low-Swirl Combustor Derived from Aero-Engine Design","authors":"S. Bonuso, P. Di Gloria, Guido Marseglia, Ramón A. Otón Martínez, Ghazanfar Mehdi, Zubair Ali Shah, A. Ficarella, M. D. De Giorgi","doi":"10.3390/aerospace11010043","DOIUrl":"https://doi.org/10.3390/aerospace11010043","url":null,"abstract":"This study introduces an innovative approach involving the injection of hydrogen into a low-swirl, non-premixed flame, which operates with gaseous fuels derived from an air-blast atomizer designed for aero-engine applications. The aim is to characterize how hydrogen enrichment influences flame structures while maintaining a constant thermal output of 4.6 kW. Using high-speed chemiluminescence imaging, three fueling conditions were compared: the first involved pure methane/air, while the second and third conditions introduced varying levels of hydrogen to an air–methane mixture. The results reveal significant effects of hydrogen enrichment on flame characteristics, including a slightly shorter length and a wider angle attributed to heightened expansion within the Combustion Recirculation Zone. Moreover, the emission of UV light underwent considerable changes, resulting in a shifted luminosity zone and reduced variance. To delve deeper into the underlying mechanisms, the researchers employed Proper Orthogonal Decomposition (POD) and Spectral Proper Orthogonal Decomposition (SPOD) analyses, showing coherent structures and energetic modes within the flames. Hydrogen enrichment led to the development of smaller structures near the nozzle exit, accompanied by longitudinal oscillations and vortex shedding phenomena. These findings contribute to an advanced understanding of hydrogen’s impact on flame characteristics, thereby propelling efforts toward improved flame stability. Additionally, these insights hold significance in the exploration of hydrogen as an alternative energy source with potential environmental benefits.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 4","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139139472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Tau Theory-Based Flare Control in Autonomous Helicopter Autorotation 基于 Tau 理论的自主直升机自动旋转耀斑控制
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010033
Umberto Saetti, Jonathan Rogers, Mushfiqul Alam, Michael Jump
A novel trajectory generation and control architecture for fully autonomous autorotative flare that combines rapid path generation with model-based control is proposed. The trajectory generation component uses optical Tau theory to compute flare trajectories for both longitudinal and vertical speed. These flare trajectories are tracked using a nonlinear dynamic inversion (NDI) control law. One convenient feature of NDI is that it inverts the plant model in its feedback linearization loop, which eliminates the need for gain scheduling. However, the plant model used for feedback linearization still needs to be scheduled with the flight condition. This key aspect is leveraged to derive a control law that is scheduled with linearized models of the rotorcraft flight dynamics obtained in steady-state autorotation, while relying on a single set of gains. Computer simulations are used to demonstrate that the NDI control law is able to successfully execute autorotative flare in the UH-60 aircraft. Autonomous flare trajectories are compared to piloted simulation data to assess similarities and discrepancies between piloted and automatic control approaches. Trade studies examine which combinations of downrange distances and altitudes at flare initiation result in successful autorotative landings.
本文提出了一种用于全自主自动飞行照明弹的新型轨迹生成和控制架构,该架构将快速轨迹生成与基于模型的控制相结合。轨迹生成组件使用光学 Tau 理论计算纵向和垂直速度的照明弹轨迹。使用非线性动态反演(NDI)控制法则对这些照明弹轨迹进行跟踪。NDI 的一个方便之处在于,它在反馈线性化环路中反转植物模型,从而无需进行增益调度。不过,用于反馈线性化的工厂模型仍需根据飞行条件进行调度。利用这一关键环节推导出了一种控制法则,该法则可根据稳态自动旋转时获得的旋翼机飞行动力学线性化模型进行调度,同时只依赖一组增益。计算机仿真证明,NDI 控制法能够在 UH-60 飞机上成功执行自转耀斑。将自主照明弹轨迹与驾驶模拟数据进行比较,以评估驾驶和自动控制方法之间的相似性和差异。贸易研究检查了在启动照明弹时,哪些下射距离和高度组合会导致成功的自动着陆。
{"title":"Tau Theory-Based Flare Control in Autonomous Helicopter Autorotation","authors":"Umberto Saetti, Jonathan Rogers, Mushfiqul Alam, Michael Jump","doi":"10.3390/aerospace11010033","DOIUrl":"https://doi.org/10.3390/aerospace11010033","url":null,"abstract":"A novel trajectory generation and control architecture for fully autonomous autorotative flare that combines rapid path generation with model-based control is proposed. The trajectory generation component uses optical Tau theory to compute flare trajectories for both longitudinal and vertical speed. These flare trajectories are tracked using a nonlinear dynamic inversion (NDI) control law. One convenient feature of NDI is that it inverts the plant model in its feedback linearization loop, which eliminates the need for gain scheduling. However, the plant model used for feedback linearization still needs to be scheduled with the flight condition. This key aspect is leveraged to derive a control law that is scheduled with linearized models of the rotorcraft flight dynamics obtained in steady-state autorotation, while relying on a single set of gains. Computer simulations are used to demonstrate that the NDI control law is able to successfully execute autorotative flare in the UH-60 aircraft. Autonomous flare trajectories are compared to piloted simulation data to assess similarities and discrepancies between piloted and automatic control approaches. Trade studies examine which combinations of downrange distances and altitudes at flare initiation result in successful autorotative landings.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 15","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139144534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
CFRP Conical Grid Space Structure with Embedded Fiber Optics: Design, Manufacturing and Test 嵌入光纤的 CFRP 锥形网格空间结构:设计、制造和测试
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010041
Giovanni Totaro, F. De Nicola, P. Spena, Giovangiuseppe Giusto, Monica Ciminello, Ilan Weissberg, Yehonatan Carmi, Daniel Arviv, Nir Lalazar
This article discloses the activity developed in the framework of the research project “GRID” aiming at the feasibility demonstration of a fiber optic sensing system (FOS), based on fiber Bragg gratings (FGB), embedded in the ribs of a conical grid structure demonstrator in composite material (CFRP), manufactured by means of dry robotic winding, liquid resin infusion and oven curing. This structure represents an optimized and highly efficient conical adapter for satellite applications that was designed under the same requirements of a conventional CFRP benchmark solution in order to evaluate possible mass savings. Specific interfaces were conceived in order to facilitate the insertion of the fiber optics in the center of helical ribs—pausing the automated deposition phase of the dry preform—and secure them to the structure. Representative grid articles were produced and tested to select the materials and evaluate the preliminary feasibility of the integrated system in conjunction with the infusion process. The proper functioning and use of the sensing system were finally proven during the various phases of the mechanical testing campaign of the demonstrator. Such a campaign included stiffness and strength evaluations and culminated with the catastrophic failure of the structure. The significant amount of data collected from several sensors embedded in the ribs and from conventional sensors glued outside the ribs helped us to better understand the structural behavior and to validate the design and analysis models. The main steps of the design, manufacturing and tests of this project are here addressed.
本文介绍了在 "GRID "研究项目框架内开展的活动,该项目旨在对光纤传感系统(FOS)进行可行性论证,该系统以光纤布拉格光栅(FGB)为基础,嵌入复合材料(CFRP)锥形网格结构演示器的肋骨中,采用干式机器人缠绕、液态树脂灌注和烘箱固化等工艺制造而成。该结构是一种用于卫星应用的优化高效锥形适配器,其设计要求与传统 CFRP 基准解决方案相同,目的是评估可能的减重效果。为了方便将光纤插入螺旋肋的中心--暂停干预成型的自动沉积阶段--并将其固定在结构上,设计了特定的接口。我们制作并测试了具有代表性的网格物品,以选择材料并评估集成系统与灌注工艺相结合的初步可行性。传感系统的正常运行和使用最终在演示器各阶段的机械测试活动中得到了验证。测试活动包括刚度和强度评估,最后以结构的灾难性失效告终。从嵌入肋骨的几个传感器和粘在肋骨外的传统传感器收集到的大量数据帮助我们更好地理解了结构行为,并验证了设计和分析模型。下面将介绍该项目的设计、制造和测试的主要步骤。
{"title":"CFRP Conical Grid Space Structure with Embedded Fiber Optics: Design, Manufacturing and Test","authors":"Giovanni Totaro, F. De Nicola, P. Spena, Giovangiuseppe Giusto, Monica Ciminello, Ilan Weissberg, Yehonatan Carmi, Daniel Arviv, Nir Lalazar","doi":"10.3390/aerospace11010041","DOIUrl":"https://doi.org/10.3390/aerospace11010041","url":null,"abstract":"This article discloses the activity developed in the framework of the research project “GRID” aiming at the feasibility demonstration of a fiber optic sensing system (FOS), based on fiber Bragg gratings (FGB), embedded in the ribs of a conical grid structure demonstrator in composite material (CFRP), manufactured by means of dry robotic winding, liquid resin infusion and oven curing. This structure represents an optimized and highly efficient conical adapter for satellite applications that was designed under the same requirements of a conventional CFRP benchmark solution in order to evaluate possible mass savings. Specific interfaces were conceived in order to facilitate the insertion of the fiber optics in the center of helical ribs—pausing the automated deposition phase of the dry preform—and secure them to the structure. Representative grid articles were produced and tested to select the materials and evaluate the preliminary feasibility of the integrated system in conjunction with the infusion process. The proper functioning and use of the sensing system were finally proven during the various phases of the mechanical testing campaign of the demonstrator. Such a campaign included stiffness and strength evaluations and culminated with the catastrophic failure of the structure. The significant amount of data collected from several sensors embedded in the ribs and from conventional sensors glued outside the ribs helped us to better understand the structural behavior and to validate the design and analysis models. The main steps of the design, manufacturing and tests of this project are here addressed.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 31","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139145251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Toward Effective Aircraft Call Sign Detection Using Fuzzy String-Matching between ASR and ADS-B Data 利用 ASR 和 ADS-B 数据之间的模糊字符串匹配实现有效的飞机呼号检测
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010032
Mohammed Saïd Kasttet, A. Lyhyaoui, Douae Zbakh, Adil Aramja, Abderazzek Kachkari
Recently, artificial intelligence and data science have witnessed dramatic progress and rapid growth, especially Automatic Speech Recognition (ASR) technology based on Hidden Markov Models (HMMs) and Deep Neural Networks (DNNs). Consequently, new end-to-end Recurrent Neural Network (RNN) toolkits were developed with higher speed and accuracy that can often achieve a Word Error Rate (WER) below 10%. These toolkits can nowadays be deployed, for instance, within aircraft cockpits and Air Traffic Control (ATC) systems in order to identify aircraft and display recognized voice messages related to flight data, especially for airports not equipped with radar. Hence, the performance of air traffic controllers and pilots can ultimately be improved by reducing workload and stress and enforcing safety standards. Our experiment conducted at Tangier’s International Airport ATC aimed to build an ASR model that is able to recognize aircraft call signs in a fast and accurate way. The acoustic and linguistic models were trained on the Ibn Battouta Speech Corpus (IBSC), resulting in an unprecedented speech dataset with approved transcription that includes real weather aerodrome observation data and flight information with a call sign captured by an ADS-B receiver. All of these data were synchronized with voice recordings in a structured format. We calculated the WER to evaluate the model’s accuracy and compared different methods of dataset training for model building and adaptation. Despite the high interference in the VHF radio communication channel and fast-speaking conditions that increased the WER level to 20%, our standalone and low-cost ASR system with a trained RNN model, supported by the Deep Speech toolkit, was able to achieve call sign detection rate scores up to 96% in air traffic controller messages and 90% in pilot messages while displaying related flight information from ADS-B data using the Fuzzy string-matching algorithm.
最近,人工智能和数据科学取得了突飞猛进的发展,尤其是基于隐马尔可夫模型(HMM)和深度神经网络(DNN)的自动语音识别(ASR)技术。因此,新开发的端到端循环神经网络(RNN)工具包具有更快的速度和更高的准确性,通常可以实现低于 10%的词错误率(WER)。如今,这些工具包可以部署在飞机驾驶舱和空中交通管制(ATC)系统中,以识别飞机并显示与飞行数据相关的识别语音信息,尤其是在未配备雷达的机场。因此,通过减轻工作量和压力以及执行安全标准,最终可以提高空中交通管制员和飞行员的工作绩效。我们在丹吉尔国际机场空管中心进行的实验旨在建立一个能够快速准确识别飞机呼号的 ASR 模型。我们在 Ibn Battouta Speech Corpus(IBSC)上对声学和语言模型进行了训练,从而获得了一个前所未有的语音数据集,其中包括由 ADS-B 接收机捕获的带有呼号的真实气象机场观测数据和航班信息,该数据集的转录得到了认可。所有这些数据都与结构化格式的语音记录同步。我们通过计算 WER 来评估模型的准确性,并比较了用于模型构建和适应的不同数据集训练方法。尽管 VHF 无线电通信信道的干扰很强,而且在快速说话的条件下,WER 水平提高到了 20%,但我们的独立低成本 ASR 系统在深度语音工具包的支持下,利用训练有素的 RNN 模型,在使用模糊字符串匹配算法显示 ADS-B 数据中的相关飞行信息时,能够在空中交通管制员信息中实现高达 96% 的呼号检测率,在飞行员信息中实现高达 90% 的呼号检测率。
{"title":"Toward Effective Aircraft Call Sign Detection Using Fuzzy String-Matching between ASR and ADS-B Data","authors":"Mohammed Saïd Kasttet, A. Lyhyaoui, Douae Zbakh, Adil Aramja, Abderazzek Kachkari","doi":"10.3390/aerospace11010032","DOIUrl":"https://doi.org/10.3390/aerospace11010032","url":null,"abstract":"Recently, artificial intelligence and data science have witnessed dramatic progress and rapid growth, especially Automatic Speech Recognition (ASR) technology based on Hidden Markov Models (HMMs) and Deep Neural Networks (DNNs). Consequently, new end-to-end Recurrent Neural Network (RNN) toolkits were developed with higher speed and accuracy that can often achieve a Word Error Rate (WER) below 10%. These toolkits can nowadays be deployed, for instance, within aircraft cockpits and Air Traffic Control (ATC) systems in order to identify aircraft and display recognized voice messages related to flight data, especially for airports not equipped with radar. Hence, the performance of air traffic controllers and pilots can ultimately be improved by reducing workload and stress and enforcing safety standards. Our experiment conducted at Tangier’s International Airport ATC aimed to build an ASR model that is able to recognize aircraft call signs in a fast and accurate way. The acoustic and linguistic models were trained on the Ibn Battouta Speech Corpus (IBSC), resulting in an unprecedented speech dataset with approved transcription that includes real weather aerodrome observation data and flight information with a call sign captured by an ADS-B receiver. All of these data were synchronized with voice recordings in a structured format. We calculated the WER to evaluate the model’s accuracy and compared different methods of dataset training for model building and adaptation. Despite the high interference in the VHF radio communication channel and fast-speaking conditions that increased the WER level to 20%, our standalone and low-cost ASR system with a trained RNN model, supported by the Deep Speech toolkit, was able to achieve call sign detection rate scores up to 96% in air traffic controller messages and 90% in pilot messages while displaying related flight information from ADS-B data using the Fuzzy string-matching algorithm.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":"19 13","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139147878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Mission Performance Assessment of the Recovery and Vertical Landing of a Reusable Launch Vehicle 可重复使用运载火箭回收和垂直着陆任务性能评估
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010035
Jacopo Guadagnini, G. D. Zaiacomo, Michèle Lavagna
This paper focuses on the mission analysis of the return trajectory of a Vertical Landing Reusable Launch Vehicle, both for Return-to-Launch-Site (RTLS) and DownRange Landing (DRL) recovery strategies. The main objective is to assess the mission performance of propellant-optimal re-entry and landing trajectories from the Main Engine Cut-Off (MECO) while considering propellant budget and peak entry conditions constraints. As a result, performance envelopes and feasibility regions are built to comprehensively assess the required propellant and compare recovery strategies across a broad spectrum of MECO conditions. The results show that the DRL strategy achieves higher efficiency concerning the propellant consumption and a larger robustness regarding the dispersed MECO conditions.
本文侧重于对垂直着陆可重复使用运载火箭的返回轨迹进行任务分析,包括返回发射场(RTLS)和下段着陆(DRL)回收策略。主要目标是评估从主发动机截止点(MECO)开始的推进剂最优再入和着陆轨迹的任务性能,同时考虑推进剂预算和峰值进入条件限制。因此,建立了性能包络和可行性区域,以全面评估所需的推进剂,并比较各种 MECO 条件下的恢复策略。结果表明,在推进剂消耗方面,DRL 战略实现了更高的效率,而在分散的 MECO 条件方面,则具有更大的鲁棒性。
{"title":"Mission Performance Assessment of the Recovery and Vertical Landing of a Reusable Launch Vehicle","authors":"Jacopo Guadagnini, G. D. Zaiacomo, Michèle Lavagna","doi":"10.3390/aerospace11010035","DOIUrl":"https://doi.org/10.3390/aerospace11010035","url":null,"abstract":"This paper focuses on the mission analysis of the return trajectory of a Vertical Landing Reusable Launch Vehicle, both for Return-to-Launch-Site (RTLS) and DownRange Landing (DRL) recovery strategies. The main objective is to assess the mission performance of propellant-optimal re-entry and landing trajectories from the Main Engine Cut-Off (MECO) while considering propellant budget and peak entry conditions constraints. As a result, performance envelopes and feasibility regions are built to comprehensively assess the required propellant and compare recovery strategies across a broad spectrum of MECO conditions. The results show that the DRL strategy achieves higher efficiency concerning the propellant consumption and a larger robustness regarding the dispersed MECO conditions.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 15","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139144993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Research on Micro Gap Flow Field Characteristics of Cylindrical Gas Film Seals Based on Experimental and Numerical Simulation 基于实验和数值模拟的圆柱形气膜密封微间隙流场特性研究
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010040
Zhen Xu, Lianjiang Xu, Junfeng Sun, Meihong Liu, Taohong Liao, Xiangping Hu
Flexible support cylindrical gas film seals (CGFSs) adapt well to rotor whirling and have a good gas lubrication effect during thermal deformation. However, when a CGFS operates under the “three high” (high interface slip speed, high-pressure differential, and high ambient temperature) operating conditions, the complex deformation of the support structure is a crucial factor affecting the stability of the CGFS. A thorough and systematic analysis of the micro gap flow field characteristics of flexible support CGFSs is a fundamental problem when we study the deformation of the support structure under multiple physical field conditions. This study uses a cylindrical gas film high-speed rotor test rig to study and compare the sealing characteristics of experiments and numerical simulations and then optimizes and verifies the accuracy and effectiveness of the simulation model. A cross-scale gas film grid model is used to analyze the flow field characteristics and seal ability of different groove models and compare the mechanical characteristics and sealing performance. We also analyze the gas film pressure distribution in micro gaps and explore the impact of dynamic pressure groove microstructure on flow field characteristics. Results show that micro gaps are the primary conditions for generating hydrodynamic effects, and high rotational speed, high-pressure differential, and large eccentricity have a significant effect on improving hydrodynamic effects and enhancing gas film stability. However, an increase in these parameters can cause an increase in leakage rate. A single flow channel makes it easier to improve the hydrodynamic effect, gas film load-bearing ability, and gas film stability while reducing leakage rate. The analyses in this study supplement and improve the theory of the flow field characteristics of cylindrical annular micro gaps and provide a theoretical basis for exploring the relation between the support structural parameters of the CGFS and the mechanical characteristics of the micro gap flow field. This study provides important guidance to the establishment of a quantitative design theory of supporting structures.
柔性支撑圆柱形气膜密封(CGFS)能很好地适应转子的旋转,在热变形过程中具有良好的气体润滑效果。然而,当 CGFS 在 "三高"(高界面滑移速度、高压差、高环境温度)工况下运行时,支撑结构的复杂变形是影响 CGFS 稳定性的关键因素。全面系统地分析柔性支撑 CGFS 的微隙流场特性,是我们研究支撑结构在多种物理场条件下变形的一个基本问题。本研究利用圆柱形气膜高速转子试验台对实验和数值模拟的密封特性进行了研究和比较,并对模拟模型的准确性和有效性进行了优化和验证。采用跨尺度气膜网格模型分析不同沟槽模型的流场特性和密封能力,并比较其机械特性和密封性能。我们还分析了微间隙中的气膜压力分布,并探讨了动压沟槽微结构对流场特性的影响。结果表明,微间隙是产生流体动力效应的主要条件,高转速、高压差和大偏心率对改善流体动力效应和提高气膜稳定性有显著作用。然而,这些参数的增加会导致泄漏率的增加。单流道更容易改善流体力学效应、气膜承载能力和气膜稳定性,同时降低泄漏率。本研究的分析补充和完善了圆柱环形微间隙流场特性理论,为探索 CGFS 的支撑结构参数与微间隙流场力学特性之间的关系提供了理论依据。该研究为建立支撑结构定量设计理论提供了重要指导。
{"title":"Research on Micro Gap Flow Field Characteristics of Cylindrical Gas Film Seals Based on Experimental and Numerical Simulation","authors":"Zhen Xu, Lianjiang Xu, Junfeng Sun, Meihong Liu, Taohong Liao, Xiangping Hu","doi":"10.3390/aerospace11010040","DOIUrl":"https://doi.org/10.3390/aerospace11010040","url":null,"abstract":"Flexible support cylindrical gas film seals (CGFSs) adapt well to rotor whirling and have a good gas lubrication effect during thermal deformation. However, when a CGFS operates under the “three high” (high interface slip speed, high-pressure differential, and high ambient temperature) operating conditions, the complex deformation of the support structure is a crucial factor affecting the stability of the CGFS. A thorough and systematic analysis of the micro gap flow field characteristics of flexible support CGFSs is a fundamental problem when we study the deformation of the support structure under multiple physical field conditions. This study uses a cylindrical gas film high-speed rotor test rig to study and compare the sealing characteristics of experiments and numerical simulations and then optimizes and verifies the accuracy and effectiveness of the simulation model. A cross-scale gas film grid model is used to analyze the flow field characteristics and seal ability of different groove models and compare the mechanical characteristics and sealing performance. We also analyze the gas film pressure distribution in micro gaps and explore the impact of dynamic pressure groove microstructure on flow field characteristics. Results show that micro gaps are the primary conditions for generating hydrodynamic effects, and high rotational speed, high-pressure differential, and large eccentricity have a significant effect on improving hydrodynamic effects and enhancing gas film stability. However, an increase in these parameters can cause an increase in leakage rate. A single flow channel makes it easier to improve the hydrodynamic effect, gas film load-bearing ability, and gas film stability while reducing leakage rate. The analyses in this study supplement and improve the theory of the flow field characteristics of cylindrical annular micro gaps and provide a theoretical basis for exploring the relation between the support structural parameters of the CGFS and the mechanical characteristics of the micro gap flow field. This study provides important guidance to the establishment of a quantitative design theory of supporting structures.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 4","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139145275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Influence of Engine Dynamic Characteristics on Helicopter Handling Quality in Hover and Low-Speed Forward Flight 发动机动态特性对直升机悬停和低速前飞操控质量的影响
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010034
Yuan Wei, Renliang Chen, Ye Yuan, Luofeng Wang
This study assesses the influence of engine dynamic characteristics on helicopter handling quality during hover and low-speed forward flight. First, we construct the helicopter–engine coupling model (HECM) based on the power-matching relationship between the engine and the rotor. The impact of the engine is evaluated by comparing HECM with a helicopter model without the engine. To assess the engine’s influence quantitatively, we consider torque response, height response, and collective–yaw coupling characteristics in ADS-33E-PRF handling quality criteria. The results reveal that the engine power output lag can deteriorate the helicopter’s torque and height response handling quality rate (HQR). After the increase in helicopter mass, the torque HQR caused by engine influence improved, and the altitude HQR further deteriorated. The engine dynamic characteristics can also reverse the yaw rate, decreasing collective–yaw coupling HQR. As the helicopter’s flight speed increased, the engine’s impact on the yaw rate increased by 41.8%. This study can provide valuable insight into the effects of engine dynamic characteristics on helicopter handling quality and offer a reference for the design of helicopter–engine coupling control laws.
本研究评估了悬停和低速前飞期间发动机动态特性对直升机操控质量的影响。首先,我们根据发动机和旋翼之间的动力匹配关系构建了直升机-发动机耦合模型(HECM)。通过将 HECM 与不带发动机的直升机模型进行比较,评估了发动机的影响。为了定量评估发动机的影响,我们考虑了 ADS-33E-PRF 操控质量标准中的扭矩响应、高度响应和集体偏航耦合特性。结果表明,发动机功率输出滞后会降低直升机的扭矩响应和高度响应操控质量率(HQR)。直升机质量增加后,发动机影响导致的扭矩 HQR 有所改善,而高度 HQR 则进一步恶化。发动机的动态特性还能使偏航率反转,降低集体-偏航耦合 HQR。随着直升机飞行速度的增加,发动机对偏航率的影响增加了 41.8%。本研究可为了解发动机动态特性对直升机操控质量的影响提供有价值的见解,并为直升机-发动机耦合控制规律的设计提供参考。
{"title":"Influence of Engine Dynamic Characteristics on Helicopter Handling Quality in Hover and Low-Speed Forward Flight","authors":"Yuan Wei, Renliang Chen, Ye Yuan, Luofeng Wang","doi":"10.3390/aerospace11010034","DOIUrl":"https://doi.org/10.3390/aerospace11010034","url":null,"abstract":"This study assesses the influence of engine dynamic characteristics on helicopter handling quality during hover and low-speed forward flight. First, we construct the helicopter–engine coupling model (HECM) based on the power-matching relationship between the engine and the rotor. The impact of the engine is evaluated by comparing HECM with a helicopter model without the engine. To assess the engine’s influence quantitatively, we consider torque response, height response, and collective–yaw coupling characteristics in ADS-33E-PRF handling quality criteria. The results reveal that the engine power output lag can deteriorate the helicopter’s torque and height response handling quality rate (HQR). After the increase in helicopter mass, the torque HQR caused by engine influence improved, and the altitude HQR further deteriorated. The engine dynamic characteristics can also reverse the yaw rate, decreasing collective–yaw coupling HQR. As the helicopter’s flight speed increased, the engine’s impact on the yaw rate increased by 41.8%. This study can provide valuable insight into the effects of engine dynamic characteristics on helicopter handling quality and offer a reference for the design of helicopter–engine coupling control laws.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":" 12","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139142327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Multi-Phase Vertical Take-Off and Landing Trajectory Optimization with Feasible Initial Guesses 利用可行初始猜测优化多阶段垂直起降轨迹
IF 2.6 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2023-12-29 DOI: 10.3390/aerospace11010039
Zhidong Lu, Haichao Hong, Florian Holzapfel
The advancement of electric vertical take-off and landing (eVTOL) aircraft has expanded the horizon of urban air mobility. However, the challenge of generating precise vertical take-off and landing (VTOL) trajectories that comply with airworthiness requirements remains. This paper presents an approach for optimizing VTOL trajectories considering six degrees of freedom (6DOF) dynamics and operational constraints. Multi-phase optimal control problems are formulated to address specific constraints in various flight stages. The incremental nonlinear dynamic inversion (INDI) controller is employed to execute the flight mission in each phase. Controlled flight simulations yield dynamically feasible trajectories that serve as initial guesses for generating sub-optimal trajectories within individual phases. A feasible and sub-optimal initial guess for the holistic multi-phase problem is established by concatenating these single-phase trajectories. Focusing on a tilt-wing eVTOL aircraft, this paper computes VTOL trajectories leveraging the proposed initial guess generation procedure. These trajectories account for complex flight dynamics, align with various operation constraints, and minimize electric energy consumption.
电动垂直起降(eVTOL)飞机的发展扩大了城市空中交通的视野。然而,如何生成符合适航要求的精确垂直起降(VTOL)轨迹仍然是一项挑战。本文提出了一种考虑六自由度(6DOF)动力学和操作约束的 VTOL 轨迹优化方法。针对不同飞行阶段的具体约束条件,提出了多阶段优化控制问题。增量非线性动态反演(INDI)控制器用于执行各阶段的飞行任务。受控飞行模拟产生动态可行轨迹,这些轨迹可作为初始猜测,用于在各个阶段内生成次优轨迹。通过串联这些单阶段轨迹,为整体多阶段问题建立可行的次优初始猜测。本文以倾转机翼的 eVTOL 飞机为重点,利用建议的初始猜测生成程序计算 VTOL 轨迹。这些轨迹考虑了复杂的飞行动态,符合各种运行约束条件,并最大限度地降低了电能消耗。
{"title":"Multi-Phase Vertical Take-Off and Landing Trajectory Optimization with Feasible Initial Guesses","authors":"Zhidong Lu, Haichao Hong, Florian Holzapfel","doi":"10.3390/aerospace11010039","DOIUrl":"https://doi.org/10.3390/aerospace11010039","url":null,"abstract":"The advancement of electric vertical take-off and landing (eVTOL) aircraft has expanded the horizon of urban air mobility. However, the challenge of generating precise vertical take-off and landing (VTOL) trajectories that comply with airworthiness requirements remains. This paper presents an approach for optimizing VTOL trajectories considering six degrees of freedom (6DOF) dynamics and operational constraints. Multi-phase optimal control problems are formulated to address specific constraints in various flight stages. The incremental nonlinear dynamic inversion (INDI) controller is employed to execute the flight mission in each phase. Controlled flight simulations yield dynamically feasible trajectories that serve as initial guesses for generating sub-optimal trajectories within individual phases. A feasible and sub-optimal initial guess for the holistic multi-phase problem is established by concatenating these single-phase trajectories. Focusing on a tilt-wing eVTOL aircraft, this paper computes VTOL trajectories leveraging the proposed initial guess generation procedure. These trajectories account for complex flight dynamics, align with various operation constraints, and minimize electric energy consumption.","PeriodicalId":48525,"journal":{"name":"Aerospace","volume":"40 2","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139147203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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:604180095
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