首页 > 最新文献

Proceedings of the Vertical Flight Society 77th Annual Forum最新文献

英文 中文
A New Approach to Comprehensive Rotorcraft Aeromechanics Simulation 旋翼机综合气动力学仿真新方法
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16838
Johannes Hofmann, M. Mindt, Felix Weiss
A new comprehensive aeromechanics code for rotary wing aircraft is being developed at the German Aerospace Center. It follows a new and very general approach in modeling all physical subsystems and numerical methods in one common interface description. The structure of the code makes no assumptions about the system to be modeled and builds the global system strictly from the logical connections of the sub-models. It relies heavily on modern language features and programming techniques like algorithmic differentiation. This paper describes the novel approach and currently implemented features. While verification and validation are a part of the paper it is not the sole purpose. The calculations serve rather as a means of verifying the general approach and its fitness for the long-term vision of the code. The description of the architectural concept is the main purpose of this paper. The description and evaluation is being underlined with a set of verification and preliminary validation cases.
德国航空航天中心正在开发一种新的旋翼飞机综合航空力学代码。它遵循一种新的非常通用的方法,在一个公共接口描述中对所有物理子系统和数值方法进行建模。代码的结构没有对要建模的系统做任何假设,并严格地从子模型的逻辑连接构建全局系统。它严重依赖于现代语言特性和编程技术,如算法微分。本文描述了这种新方法和目前实现的特性。虽然验证和确认是论文的一部分,但它并不是唯一的目的。计算更像是验证一般方法及其对代码长期远景的适用性的一种手段。对建筑概念的描述是本文的主要目的。用一组验证和初步验证案例来强调描述和评价。
{"title":"A New Approach to Comprehensive Rotorcraft Aeromechanics Simulation","authors":"Johannes Hofmann, M. Mindt, Felix Weiss","doi":"10.4050/f-0077-2021-16838","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16838","url":null,"abstract":"\u0000 A new comprehensive aeromechanics code for rotary wing aircraft is being developed at the German Aerospace Center. It follows a new and very general approach in modeling all physical subsystems and numerical methods in one common interface description. The structure of the code makes no assumptions about the system to be modeled and builds the global system strictly from the logical connections of the sub-models. It relies heavily on modern language features and programming techniques like algorithmic differentiation. This paper describes the novel approach and currently implemented features. While verification and validation are a part of the paper it is not the sole purpose. The calculations serve rather as a means of verifying the general approach and its fitness for the long-term vision of the code. The description of the architectural concept is the main purpose of this paper. The description and evaluation is being underlined with a set of verification and preliminary validation cases.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125728770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Design of Pilot Cueing for the Degraded Visual Environment Mitigation (DVE-M) System for Rotorcraft 旋翼机视觉环境退化缓解(ve - m)系统飞行员提示设计
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16746
Z. Szoboszlay, Martine Godfroy-Cooper, J. Miller
The Degraded Visual Environment Mitigation (DVE-M) program was initiated to develop and evaluate numerous technologies that would enable rotorcraft to intentionally operate in poor visibility conditions. The goal was to provide recommendations to the Future Vertical Lift program and to various upgrade programs of the existing fleet of military rotorcraft. The DVE-M program was implemented by the U.S. Army Combat Capabilities Development Command Aviation and Missile Center (DEVCOM AvMC). Technologies developed and evaluated fell into one of three categories: 1) sensors and sensor fusion, 2) pilot cueing, 3) flight control and guidance. These technologies were integrated to work together to enable the pilot to operate in DVE. This paper focuses on the design of the cueing system only. It discusses reasons for the design choices and lessons learned. This paper also provides an overview of the flight demonstrations and simulations conducted for background.
视觉环境退化缓解(ve - m)项目的启动是为了开发和评估多种技术,使旋翼飞机能够在低能见度条件下运行。目标是为未来垂直升力计划和现有军用旋翼机舰队的各种升级计划提供建议。DVE-M项目由美国陆军作战能力发展司令部航空和导弹中心(DEVCOM AvMC)实施。开发和评估的技术分为三类:1)传感器和传感器融合,2)飞行员提示,3)飞行控制和制导。这些技术被整合在一起,使试点能够在DVE中操作。本文只着重于提示系统的设计。它讨论了设计选择的原因和经验教训。本文还概述了为背景进行的飞行演示和模拟。
{"title":"The Design of Pilot Cueing for the Degraded Visual Environment Mitigation (DVE-M) System for Rotorcraft","authors":"Z. Szoboszlay, Martine Godfroy-Cooper, J. Miller","doi":"10.4050/f-0077-2021-16746","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16746","url":null,"abstract":"\u0000 The Degraded Visual Environment Mitigation (DVE-M) program was initiated to develop and evaluate numerous technologies that would enable rotorcraft to intentionally operate in poor visibility conditions. The goal was to provide recommendations to the Future Vertical Lift program and to various upgrade programs of the existing fleet of military rotorcraft. The DVE-M program was implemented by the U.S. Army Combat Capabilities Development Command Aviation and Missile Center (DEVCOM AvMC). Technologies developed and evaluated fell into one of three categories: 1) sensors and sensor fusion, 2) pilot cueing, 3) flight control and guidance. These technologies were integrated to work together to enable the pilot to operate in DVE. This paper focuses on the design of the cueing system only. It discusses reasons for the design choices and lessons learned. This paper also provides an overview of the flight demonstrations and simulations conducted for background.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125356567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Comprehensive Simulation Based Rotorcraft Loads/Fatigue Analysis and Alleviation Method 基于综合仿真的旋翼机载荷/疲劳分析与缓解方法
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16903
Chen He, E. Bae, Tzikang Chen, Dooyong Lee, M. Haile
Rotorcraft experience vibratory loads due to the constantly varying airloads under all flight conditions. Maximizing the fatigue life of their structural components is a vital factor for sustained operations with low-maintenance. Most existing fatigue analysis methods are empirical and, hence, are limited for use in investigating the effects of maneuvering f light as well as for exploring modern control methods (e.g., on-blade controls (OBC)) for alleviating fatigue. This paper discusses comprehensive simulation-based rotorcraft loads/stress analysis and fatigue alleviation control methods toward the goal of minimum maintenance for future vertical lift. The paper covers several aspects, including comprehensive modeling for loads prediction, blade stress analysis with the applied loads, fatigue estimation, and loads/stress reduction control formulation. The paper also presents simulation results that demonstrate the successful reduction of vibratory loads/stress using modern on-blade active control methods.
旋翼机在各种飞行条件下,由于气动载荷的不断变化而承受振动载荷。最大限度地延长其结构部件的疲劳寿命是低维护持续运行的关键因素。大多数现有的疲劳分析方法都是经验的,因此,在研究机动飞行的影响以及探索减轻疲劳的现代控制方法(例如,叶片控制(OBC))方面的应用是有限的。本文讨论了基于综合仿真的旋翼机载荷/应力分析和疲劳缓解控制方法,以实现未来垂直升力的最小维护目标。本文涵盖了载荷预测的综合建模、加载载荷下的叶片应力分析、疲劳估计以及载荷/应力减小控制公式等几个方面。本文还提供了仿真结果,证明了使用现代叶片上主动控制方法成功地减少了振动载荷/应力。
{"title":"Comprehensive Simulation Based Rotorcraft Loads/Fatigue Analysis and Alleviation Method","authors":"Chen He, E. Bae, Tzikang Chen, Dooyong Lee, M. Haile","doi":"10.4050/f-0077-2021-16903","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16903","url":null,"abstract":"\u0000 Rotorcraft experience vibratory loads due to the constantly varying airloads under all flight conditions. Maximizing the fatigue life of their structural components is a vital factor for sustained operations with low-maintenance. Most existing fatigue analysis methods are empirical and, hence, are limited for use in investigating the effects of maneuvering f light as well as for exploring modern control methods (e.g., on-blade controls (OBC)) for alleviating fatigue. This paper discusses comprehensive simulation-based rotorcraft loads/stress analysis and fatigue alleviation control methods toward the goal of minimum maintenance for future vertical lift. The paper covers several aspects, including comprehensive modeling for loads prediction, blade stress analysis with the applied loads, fatigue estimation, and loads/stress reduction control formulation. The paper also presents simulation results that demonstrate the successful reduction of vibratory loads/stress using modern on-blade active control methods.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126399812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CFD Turbulence Transition Models Validation for Rotors in Unsteady Axial and Forward-flight Conditions using CREATETM-AV Helios 基于CREATETM-AV Helios的非定常轴向和前飞条件下旋翼的CFD湍流过渡模型验证
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16722
R. Jain
Computational Fluid Dynamics (CFD) turbulence transition models are evaluated for rotors in unsteady axial and in forward flight conditions. The study is carried out using CREATETM -AV Helios with NASA codes, Overflow and FUN3D, as the near-body solvers. Three transition models are considered, Amplification Factor Transport (AFT), Langtry-Menter γ-Reθt (LM), and the LM with a crossflow transition model. The LM model is modified to allow for Galilean invariance. The validation study utilizes the data from two recent rotor tests where unsteady transition measurements were obtained on the upper (suction) surface of rotor blades using a novel application of the Differential Infrared Thermography (DIT) technique. The first configuration, the DLR RTG rotor, is a four-blade, 2.13-foot radius rotor in axial flow with pitching blades, operating at Reynolds numbers of 3.2 x 10-5 and 1.7 x 10-5> at three quarter radius, for the two test cases studied. The second configuration, the PSP rotor, is a model-scale, 5.58-foot radius, three-blade rotor in a high-advance-ratio, high-thrust forward flight condition, mounted on a ROBIN-Mod7 fuselage, and operating at a hover Reynolds number of 1.25 x 10-6 at three quarter radius. For this rotor, the validation study also included the DIT measurements on the lower (pressure) surface. Both configurations exhibit large unsteadiness in transition locations. CFD predictions are obtained using consistent grid resolution and numerical settings across the three models and the two rotor configurations. The computed results are analyzed in terms of the rotor transition maps, separation maps, and surface streamlines on the blade upper and lower surfaces. The agreement with the test data is good, in general, including the rapid, unsteady movement of the transition locations.
对旋翼在非定常轴向和前向飞行条件下的湍流转捩模型进行了计算流体力学(CFD)评估。该研究使用CREATETM -AV Helios和NASA代码Overflow和FUN3D作为近体解算器进行。考虑了放大因子输运(AFT)、Langtry-Menter γ-Reθt (LM)和具有横流输运模型的LM三种输运模型。LM模型被修改为允许伽利略不变性。验证研究利用了最近两次转子试验的数据,其中使用差分红外热成像(DIT)技术的新应用,在转子叶片的上(吸力)表面获得了非定常过渡测量。第一种配置是DLR RTG转子,在轴向流动中是一个四叶,半径2.13英尺的转子,带俯伏叶片,在四分之三半径处的雷诺数为3.2 x 10-5和1.7 x 10-5>。第二种配置,PSP旋翼,是一个模型规模的、半径5.58英尺的三叶旋翼,在高推进比、高推力的前飞条件下,安装在ROBIN-Mod7机身上,在四分之三半径处的悬停雷诺数为1.25 x 10-6。对于该转子,验证研究还包括在较低(压力)表面的DIT测量。两种构型在过渡位置都表现出很大的不稳定性。CFD预测是通过三种模型和两种转子配置的一致网格分辨率和数值设置获得的。从转子过渡图、分离图和叶片上下表面流线三个方面对计算结果进行了分析。总的来说,与试验数据吻合较好,包括过渡位置的快速、不稳定运动。
{"title":"CFD Turbulence Transition Models Validation for Rotors in Unsteady Axial and Forward-flight Conditions using CREATETM-AV Helios","authors":"R. Jain","doi":"10.4050/f-0077-2021-16722","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16722","url":null,"abstract":"\u0000 Computational Fluid Dynamics (CFD) turbulence transition models are evaluated for rotors in unsteady axial and in forward flight conditions. The study is carried out using CREATETM -AV Helios with NASA codes, Overflow and FUN3D, as the near-body solvers. Three transition models are considered, Amplification Factor Transport (AFT), Langtry-Menter γ-Reθt (LM), and the LM with a crossflow transition model. The LM model is modified to allow for Galilean invariance. The validation study utilizes the data from two recent rotor tests where unsteady transition measurements were obtained on the upper (suction) surface of rotor blades using a novel application of the Differential Infrared Thermography (DIT) technique. The first configuration, the DLR RTG rotor, is a four-blade, 2.13-foot radius rotor in axial flow with pitching blades, operating at Reynolds numbers of 3.2 x 10-5 and 1.7 x 10-5> at three quarter radius, for the two test cases studied. The second configuration, the PSP rotor, is a model-scale, 5.58-foot radius, three-blade rotor in a high-advance-ratio, high-thrust forward flight condition, mounted on a ROBIN-Mod7 fuselage, and operating at a hover Reynolds number of 1.25 x 10-6 at three quarter radius. For this rotor, the validation study also included the DIT measurements on the lower (pressure) surface. Both configurations exhibit large unsteadiness in transition locations. CFD predictions are obtained using consistent grid resolution and numerical settings across the three models and the two rotor configurations. The computed results are analyzed in terms of the rotor transition maps, separation maps, and surface streamlines on the blade upper and lower surfaces. The agreement with the test data is good, in general, including the rapid, unsteady movement of the transition locations.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132674329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wind Tunnel Test of Optimal Rotor Blade Tip for a Winged Compound Helicopter at High Advance Ratio 大推进比复合翼直升机最佳旋翼叶尖风洞试验
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16870
M. Sugiura, Akira Yoshida, Takuya Furumoto, Kuniyuki Takekawa, K. Kimura, N. Kobiki, H. Sugawara, Y. Tanabe, Yoshiki Iwasaki, Takahiro Noda, Y. Shibata, Tomoka Tsujiuchi, Kentaro Ueda, Hidemasa Yasuda
Aerodynamic characteristics of optimized blade tip geometries for flight at high advance ratio are identified by wind tunnel tests conducted in October 2020. Several types of high-speed compound helicopters are in the development process today after the successful technology demonstrations. JAXA has been studying a high-speed compound helicopter for emergency medical service since it is expected to help save lives significantly in Japan. In this study, optimized blade shapes are invented, whose high-speed performance is twice as high as a conventional blade shape while maintaining hovering performance. In this paper, an optimized rotor blade with a swept-back angle is evaluated highest among optimized rotors and UH-60A rotor in the items of hover performance, high-speed performance, reduction effect of rotor drive power, control hydraulic system output reduction effect, and static aerodynamic stability. Thus, it is concluded that an optimized rotor blade with a swept-back angle is the most practical from the viewpoint of the aerodynamic characteristics of the rotor blade tips.
通过2020年10月进行的风洞试验,确定了优化后的高提前比飞行叶尖几何形状的气动特性。在成功的技术演示之后,几种类型的高速复合直升机正在开发过程中。JAXA一直在研究用于紧急医疗服务的高速复合直升机,因为它有望在日本拯救生命。本研究发明了优化叶片形状,在保持悬停性能的前提下,其高速性能是传统叶片形状的两倍。在优化后的旋翼和UH-60A旋翼中,悬停性能、高速性能、旋翼驱动功率减小效果、控制液压系统输出减小效果、静气动稳定性等指标对后掠角优化后的旋翼评价最高。因此,从旋翼叶尖气动特性的角度来看,优化后的后掠角旋翼是最实用的。
{"title":"Wind Tunnel Test of Optimal Rotor Blade Tip for a Winged Compound Helicopter at High Advance Ratio","authors":"M. Sugiura, Akira Yoshida, Takuya Furumoto, Kuniyuki Takekawa, K. Kimura, N. Kobiki, H. Sugawara, Y. Tanabe, Yoshiki Iwasaki, Takahiro Noda, Y. Shibata, Tomoka Tsujiuchi, Kentaro Ueda, Hidemasa Yasuda","doi":"10.4050/f-0077-2021-16870","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16870","url":null,"abstract":"\u0000 Aerodynamic characteristics of optimized blade tip geometries for flight at high advance ratio are identified by wind tunnel tests conducted in October 2020. Several types of high-speed compound helicopters are in the development process today after the successful technology demonstrations. JAXA has been studying a high-speed compound helicopter for emergency medical service since it is expected to help save lives significantly in Japan. In this study, optimized blade shapes are invented, whose high-speed performance is twice as high as a conventional blade shape while maintaining hovering performance. In this paper, an optimized rotor blade with a swept-back angle is evaluated highest among optimized rotors and UH-60A rotor in the items of hover performance, high-speed performance, reduction effect of rotor drive power, control hydraulic system output reduction effect, and static aerodynamic stability. Thus, it is concluded that an optimized rotor blade with a swept-back angle is the most practical from the viewpoint of the aerodynamic characteristics of the rotor blade tips.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130411275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent Helipad Detection from Satellite Imagery 基于卫星图像的智能直升机停机坪探测
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16856
D. Specht, C. Johnson, N. Bouaynaya, G. Rasool
Location data about U.S. heliports is often inaccurate or nonexistent in the FAA's databases, which leaves pilots and air ambulance operators with inaccurate information about where to find safe landing zones. In the 2018 FAA Reauthorization Act, Congress required the FAA to collect better information from the helicopter industry under part 157, which covers the construction, alteration, activation and deactivation of airports and heliports. At the same time, there is no requirement to report private helipads to the FAA when constructed or removed, and some public heliports do not have up to date records. This paper proposes an autonomous system that can authenticate the coordinates in the FAA master database, as well as search for helipads in a designated large area. The proposed system is based on a convolutional neural network model that learns optimal helipad features from the data. We used the FAA's 5010 database and others to construct a benchmark database of rotocraft landing sites. The database consists of 9,324 aerial images, containing helipads, helistops, helidecks, and helicopter runways in rural and urban areas, as well as negative examples, such as rooftop buildings and fields. The dataset was then used to train various state-of-the-art convolutional neural network models. The outperforming model, EfficientNet-bθ, achieved nearly 95% accuracy on the validation set.
在FAA的数据库中,美国直升机场的位置数据往往是不准确的,或者根本不存在,这使得飞行员和空中救护人员在哪里可以找到安全降落区方面获得了不准确的信息。在2018年《联邦航空局再授权法案》中,国会要求联邦航空局根据第157部分从直升机行业收集更好的信息,该部分涵盖了机场和直升机场的建设、改造、启用和停用。同时,在建造或拆除私人直升机停机坪时,没有要求向美国联邦航空局报告,而且一些公共直升机停机坪没有最新的记录。本文提出了一种能够对FAA主数据库中的坐标进行认证,并在指定的大范围内搜索直升机停机坪的自主系统。该系统基于卷积神经网络模型,从数据中学习最优的直升机停机坪特征。我们使用FAA的5010数据库和其他数据库来构建旋翼飞行器着陆点的基准数据库。该数据库由9324张航拍图像组成,包括农村和城市地区的直升机停机坪、直升机停机坪、直升机停机坪和直升机跑道,以及屋顶建筑和田野等负面例子。然后使用该数据集训练各种最先进的卷积神经网络模型。效率网-bθ模型在验证集上的准确率接近95%。
{"title":"Intelligent Helipad Detection from Satellite Imagery","authors":"D. Specht, C. Johnson, N. Bouaynaya, G. Rasool","doi":"10.4050/f-0077-2021-16856","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16856","url":null,"abstract":"\u0000 Location data about U.S. heliports is often inaccurate or nonexistent in the FAA's databases, which leaves pilots and air ambulance operators with inaccurate information about where to find safe landing zones. In the 2018 FAA Reauthorization Act, Congress required the FAA to collect better information from the helicopter industry under part 157, which covers the construction, alteration, activation and deactivation of airports and heliports. At the same time, there is no requirement to report private helipads to the FAA when constructed or removed, and some public heliports do not have up to date records. This paper proposes an autonomous system that can authenticate the coordinates in the FAA master database, as well as search for helipads in a designated large area. The proposed system is based on a convolutional neural network model that learns optimal helipad features from the data. We used the FAA's 5010 database and others to construct a benchmark database of rotocraft landing sites. The database consists of 9,324 aerial images, containing helipads, helistops, helidecks, and helicopter runways in rural and urban areas, as well as negative examples, such as rooftop buildings and fields. The dataset was then used to train various state-of-the-art convolutional neural network models. The outperforming model, EfficientNet-bθ, achieved nearly 95% accuracy on the validation set.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"16 7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128190341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dragonfly - Aerodynamics during Transition to Powered Flight 蜻蜓——向动力飞行过渡期间的空气动力学
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16698
Jason K. Cornelius, D. Adams, L. Young, J. Langelaan, T. Opazo, S. Schmitz, Lev Rodovskiy, B. Villac
The Dragonfly lander will enter the Titan atmosphere following an approximate 7–10-year journey through space inside its aeroshell. After atmospheric entry, deployment of the main parachute, and heatshield release, the lander will begin its transition to powered flight (TPF). TPF is a maneuver sequence used for mid-air deployment of the Dragonfly rotorcraft lander. The sequence starts just after lander release with the rotors lightly loaded and finishes when a steadystate descent condition has been attained. Mid-air deployment of a multicopter unmanned aerial system is a multidisciplinary problem involving controller choice and tuning, trajectory planning and optimization, and computational fluid dynamics analyses. This paper is an introduction to the transition of rotor flow states in TPF from the windmill brake state, through the turbulent wake state and vortex ring state, and the successful emergence into a normal operating state. A particle swarm optimized controller’s nominal trajectory is plotted on a rotor aerodynamics state chart to show the trajectory’s path through the flow states along the TPF maneuver. Results of preliminary CFD simulations show the variance of individual rotor thrust and power in the early stages of TPF followed by a successful stabilization of rotor performance. Interactional aerodynamic studies also characterize the pre-release flowfield around the lander to be benign at the start of the maneuver. Additionally, results for the lander in steady axial descent show a previously observed coaxial rotor shielding phenomenon of the upper rotor from the effects of vortex ring state.
蜻蜓号着陆器将在其外壳内进行大约7 - 10年的太空旅行后进入土卫六大气层。进入大气层后,展开主降落伞,释放隔热罩,着陆器将开始过渡到动力飞行(TPF)。TPF是用于蜻蜓旋翼着陆器的空中部署的机动序列。该程序在着陆器释放后旋翼轻载时开始,在达到稳态下降条件时结束。多旋翼无人机系统的空中部署是一个涉及控制器选择与调优、轨迹规划与优化以及计算流体动力学分析的多学科问题。本文介绍了TPF中转子流动状态从风车制动状态,经过湍流尾迹状态和旋涡环状态,并成功进入正常工作状态的过渡过程。将粒子群优化后的控制器标称轨迹绘制在旋翼空气动力学状态图上,以显示沿TPF机动的流态轨迹。初步的CFD模拟结果表明,在TPF的早期阶段,单个转子推力和功率的变化伴随着转子性能的成功稳定。相互作用的空气动力学研究还表明,在机动开始时,着陆器周围的预释放流场是良性的。此外,着陆器稳定轴向下降的结果显示了先前观察到的上转子同轴转子受旋涡环状态影响的屏蔽现象。
{"title":"Dragonfly - Aerodynamics during Transition to Powered Flight","authors":"Jason K. Cornelius, D. Adams, L. Young, J. Langelaan, T. Opazo, S. Schmitz, Lev Rodovskiy, B. Villac","doi":"10.4050/f-0077-2021-16698","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16698","url":null,"abstract":"\u0000 The Dragonfly lander will enter the Titan atmosphere following an approximate 7–10-year journey through space inside its aeroshell. After atmospheric entry, deployment of the main parachute, and heatshield release, the lander will begin its transition to powered flight (TPF). TPF is a maneuver sequence used for mid-air deployment of the Dragonfly rotorcraft lander. The sequence starts just after lander release with the rotors lightly loaded and finishes when a steadystate descent condition has been attained. Mid-air deployment of a multicopter unmanned aerial system is a multidisciplinary problem involving controller choice and tuning, trajectory planning and optimization, and computational fluid dynamics analyses. This paper is an introduction to the transition of rotor flow states in TPF from the windmill brake state, through the turbulent wake state and vortex ring state, and the successful emergence into a normal operating state. A particle swarm optimized controller’s nominal trajectory is plotted on a rotor aerodynamics state chart to show the trajectory’s path through the flow states along the TPF maneuver. Results of preliminary CFD simulations show the variance of individual rotor thrust and power in the early stages of TPF followed by a successful stabilization of rotor performance. Interactional aerodynamic studies also characterize the pre-release flowfield around the lander to be benign at the start of the maneuver. Additionally, results for the lander in steady axial descent show a previously observed coaxial rotor shielding phenomenon of the upper rotor from the effects of vortex ring state.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131919928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Anthropometric Accommodation and Ergonomics in the MH-60S NextGen Gunners Seat MH-60S下一代炮手座椅的人体测量调节和人体工程学
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16749
Lori Basham, Justin C. Blankenship, Andrew Koch
The MH-60S NextGen Gunner Seat (NGS) program was established to address serious endurance and chronic injury issues attributed to the legacy seat. This high priority program proceeded at an accelerated pace to meet the fleet’s needs. The program office recognized the important relationships between endurance, injury, anthropometric accommodation, and ergonomics. This paper documents the program’s approach to addressing aircrew accommodation and ergonomics from requirements generation through fielding of the new seat.
MH-60S下一代炮手座椅(NGS)项目的建立是为了解决传统座椅的严重耐力和慢性损伤问题。这一高优先级项目加快了速度,以满足舰队的需求。项目办公室认识到耐力、损伤、人体测量适应性和人体工程学之间的重要关系。本文记录了该项目解决机组人员住宿和人体工程学问题的方法,从需求生成到新座椅的部署。
{"title":"Anthropometric Accommodation and Ergonomics in the MH-60S NextGen Gunners Seat","authors":"Lori Basham, Justin C. Blankenship, Andrew Koch","doi":"10.4050/f-0077-2021-16749","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16749","url":null,"abstract":"\u0000 The MH-60S NextGen Gunner Seat (NGS) program was established to address serious endurance and chronic injury issues attributed to the legacy seat. This high priority program proceeded at an accelerated pace to meet the fleet’s needs. The program office recognized the important relationships between endurance, injury, anthropometric accommodation, and ergonomics. This paper documents the program’s approach to addressing aircrew accommodation and ergonomics from requirements generation through fielding of the new seat.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134559643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parameter Sensitivity studies for the Performance of an Electric BiCP-VTOL UAV 电动BiCP-VTOL无人机性能参数灵敏度研究
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16822
S. Esteban, Álvaro Blanco
The objective of the presented study is to provide tools for the power plant selection that meet the performance requirements of a VTOL prototype. The tool is integrated in a Mission-Oriented Design Calculator MODC that receives information of the VTOL prototype through a General Block Data (GBD), and then process the information using two algorithms that work together to obtain sub-optimal power plant selections. The data fed to the MODC receives the information of the candidate prototype via four smaller structures that provide geometric, weights, aerodynamic, and propulsive properties that are updated during the iteration process using a series of update rules. This information is then fed to two algorithms: Sensitivity Analysis Algorithm (SAA) and the Fixed-MTOW Analysis Algorithm (FMAA) for the selection of sub-optimal configurations. The SAA generates desired target performance levels for varying aircraft speed (V), propellers' diameter (D), number of engines, and scaling factor SF. The sensitivity analysis provides families of plausible solutions of power plant selections (engine, propeller and batteries) that satisfy the performance target requirements for both axial and longitudinal flight, which are denoted Convergence Zones. The FMAA finds the sub-optimal configuration within the Convergence Zones in order to maximize the Range/Endurance of the UAV for all flight regimes, and extends the study for different combinations for payload and battery mass. After each cycle of iteration the MODC updates the VTOL prototype characteristics in the GBD, hence serving as new data to conduct new sensitivity analysis using the SAA and fine tuning of the FMAA. Results are presented for both algorithms, and conclusions are presented indicating interesting trends towards defining sub-optimal power plant combinations.
本研究的目的是提供符合垂直起降原型机性能要求的动力装置选择工具。该工具集成在面向任务的设计计算器MODC中,该MODC通过通用块数据(GBD)接收垂直起降原型的信息,然后使用两种算法共同处理信息,以获得次优电厂选择。输入到MODC的数据通过四个较小的结构接收候选原型的信息,这些结构提供几何、重量、空气动力学和推进特性,这些特性在迭代过程中使用一系列更新规则进行更新。然后将这些信息提供给两种算法:灵敏度分析算法(SAA)和固定最大tow分析算法(FMAA),以选择次优配置。SAA根据不同的飞机速度(V)、螺旋桨直径(D)、发动机数量和比例因子SF生成所需的目标性能水平。灵敏度分析提供了满足轴向和纵向飞行性能目标要求的动力装置选择(发动机、螺旋桨和电池)的合理解族,这些解族表示为收敛区。FMAA找到了收敛区内的次优配置,以最大化无人机在所有飞行状态下的航程/续航力,并扩展了对有效载荷和电池质量不同组合的研究。在每个迭代周期后,MODC更新了GBD中的垂直起降原型特性,从而作为使用SAA和FMAA微调进行新的灵敏度分析的新数据。给出了两种算法的结果,并给出了结论,表明了定义次优电厂组合的有趣趋势。
{"title":"Parameter Sensitivity studies for the Performance of an Electric BiCP-VTOL UAV","authors":"S. Esteban, Álvaro Blanco","doi":"10.4050/f-0077-2021-16822","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16822","url":null,"abstract":"\u0000 The objective of the presented study is to provide tools for the power plant selection that meet the performance requirements of a VTOL prototype. The tool is integrated in a Mission-Oriented Design Calculator MODC that receives information of the VTOL prototype through a General Block Data (GBD), and then process the information using two algorithms that work together to obtain sub-optimal power plant selections. The data fed to the MODC receives the information of the candidate prototype via four smaller structures that provide geometric, weights, aerodynamic, and propulsive properties that are updated during the iteration process using a series of update rules. This information is then fed to two algorithms: Sensitivity Analysis Algorithm (SAA) and the Fixed-MTOW Analysis Algorithm (FMAA) for the selection of sub-optimal configurations. The SAA generates desired target performance levels for varying aircraft speed (V), propellers' diameter (D), number of engines, and scaling factor SF. The sensitivity analysis provides families of plausible solutions of power plant selections (engine, propeller and batteries) that satisfy the performance target requirements for both axial and longitudinal flight, which are denoted Convergence Zones. The FMAA finds the sub-optimal configuration within the Convergence Zones in order to maximize the Range/Endurance of the UAV for all flight regimes, and extends the study for different combinations for payload and battery mass. After each cycle of iteration the MODC updates the VTOL prototype characteristics in the GBD, hence serving as new data to conduct new sensitivity analysis using the SAA and fine tuning of the FMAA. Results are presented for both algorithms, and conclusions are presented indicating interesting trends towards defining sub-optimal power plant combinations.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124552577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On Leveraging Network-wide Information from Hotspot Sensor Networks using Multi-output Gaussian Process Regression Model 利用多输出高斯过程回归模型从热点传感器网络中获取全网信息
Pub Date : 2021-05-10 DOI: 10.4050/f-0077-2021-16807
Ahmad Amer, F. Kopsaftopoulos
With the needs for full structural state awareness and health monitoring as well as emerging challenges of Urban Air Mobility (UAV) and Future Vertical Lift (FVL), Health and Usage Monitoring systems (HUMS) need to be more accurate, robust and reliable than ever before. In active-sensing guided-wave networks in particular, conventional Damage Index (DI)-based approaches have been the industry standard for decades because of their computational simplicity and ability to do the damage detection and quantification tasks. However, under specific circumstances, like for specific actuator-sensor paths within a network or due to varying operational conditions, DIs can suffer from various drawbacks that make them prone to inaccurate and/or ineffective damage quantification. This study builds on previous work by the authors where DIs were used to train single-output Gaussian Process regression models (SOGPRMs) for robust damage quantification, and the accuracy limit of SOGPRMs was shown to depend on the evolution of the chosen DI formulation with damage size. In this study, multi-output GPRMs (MOGPRMs) are used instead in order to leverage information about damage size from multiple actuator-sensor path DI values. It is shown that the proposed approach can overcome the different shortcomings of DI evolution with damage size in the different path by capturing the correlation between the DI evolution for different paths. The proposed framework is applied for an Al coupon with simulated damage, and the damage size quantification results are compared with those of SOGPRMs. It is shown that the information fusion approach exhibited by MOGPRMs gives more accurate damage size estimations compared to SOGPRMs.
随着对全面结构状态感知和健康监测的需求,以及城市空中交通(UAV)和未来垂直升力(FVL)的新挑战,健康和使用监测系统(HUMS)需要比以往任何时候都更准确、更强大、更可靠。特别是在主动感应导波网络中,传统的基于损伤指数(DI)的方法由于其计算简单和能够完成损伤检测和量化任务,几十年来一直是行业标准。然而,在特定情况下,例如网络中特定的致动器-传感器路径或由于不同的操作条件,DIs可能会遭受各种缺陷,使其容易出现不准确和/或无效的损伤量化。本研究建立在作者之前的工作基础上,其中DIs用于训练单输出高斯过程回归模型(SOGPRMs)以进行鲁棒损伤量化,并且SOGPRMs的精度极限取决于所选择的DI公式随损伤大小的演变。在本研究中,为了利用来自多个执行器-传感器路径DI值的损伤大小信息,使用了多输出GPRMs (MOGPRMs)。研究结果表明,该方法通过捕获不同路径下损伤大小的相关性,克服了不同路径下损伤大小演化的不同缺点。将所提出的框架应用于模拟损伤的人工智能复合材料,并将损伤尺寸量化结果与SOGPRMs进行了比较。结果表明,与SOGPRMs相比,MOGPRMs所展示的信息融合方法可以更准确地估计损伤尺寸。
{"title":"On Leveraging Network-wide Information from Hotspot Sensor Networks using Multi-output Gaussian Process Regression Model","authors":"Ahmad Amer, F. Kopsaftopoulos","doi":"10.4050/f-0077-2021-16807","DOIUrl":"https://doi.org/10.4050/f-0077-2021-16807","url":null,"abstract":"\u0000 With the needs for full structural state awareness and health monitoring as well as emerging challenges of Urban Air Mobility (UAV) and Future Vertical Lift (FVL), Health and Usage Monitoring systems (HUMS) need to be more accurate, robust and reliable than ever before. In active-sensing guided-wave networks in particular, conventional Damage Index (DI)-based approaches have been the industry standard for decades because of their computational simplicity and ability to do the damage detection and quantification tasks. However, under specific circumstances, like for specific actuator-sensor paths within a network or due to varying operational conditions, DIs can suffer from various drawbacks that make them prone to inaccurate and/or ineffective damage quantification. This study builds on previous work by the authors where DIs were used to train single-output Gaussian Process regression models (SOGPRMs) for robust damage quantification, and the accuracy limit of SOGPRMs was shown to depend on the evolution of the chosen DI formulation with damage size. In this study, multi-output GPRMs (MOGPRMs) are used instead in order to leverage information about damage size from multiple actuator-sensor path DI values. It is shown that the proposed approach can overcome the different shortcomings of DI evolution with damage size in the different path by capturing the correlation between the DI evolution for different paths. The proposed framework is applied for an Al coupon with simulated damage, and the damage size quantification results are compared with those of SOGPRMs. It is shown that the information fusion approach exhibited by MOGPRMs gives more accurate damage size estimations compared to SOGPRMs.\u0000","PeriodicalId":273020,"journal":{"name":"Proceedings of the Vertical Flight Society 77th Annual Forum","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116969816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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
Proceedings of the Vertical Flight Society 77th Annual Forum
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