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Investigation of Current Methods to Identify Helicopter Gear Health 直升机齿轮健康度识别方法的研究
Pub Date : 2013-07-23 DOI: 10.1109/aero.2007.352844
Paula J. Dempsey, D. Lewicki, Dy D. Le
This paper provides an overview of current vibration methods used to identify the health of helicopter transmission gears. The gears are critical to the transmission system that provides propulsion, lift and maneuvering of the helicopter. This paper reviews techniques used to process vibration data to calculate conditions indicators (CI's), guidelines used by the government aviation authorities in developing and certifying the Health and Usage Monitoring System (HUMS), condition and health indicators used in commercial HUMS, and different methods used to set thresholds to detect damage. Initial assessment of a method to set thresholds for vibration based condition indicators applied to flight and test rig data by evaluating differences in distributions between comparable transmissions are also discussed. Gear condition indicator FM4 values are compared on an OH58 helicopter during 14 maneuvers and an OH58 transmission test stand during crack propagation tests. Preliminary results show the distributions between healthy helicopter and rig data are comparable and distributions between healthy and damaged gears show significant differences.
本文概述了目前用于识别直升机传动齿轮健康状况的振动方法。齿轮对提供直升机推进力、升力和机动的传动系统至关重要。本文回顾了用于处理振动数据以计算状态指标(CI)的技术,政府航空当局在开发和认证健康和使用监测系统(HUMS)时使用的指南,商用HUMS中使用的状态和健康指标,以及用于设置检测损伤阈值的不同方法。还讨论了通过评估可比较传输之间的分布差异,为应用于飞行和试验台数据的基于振动的状态指标设置阈值的方法的初步评估。在一架OH58直升机的14次机动和一架OH58传动试验台的裂纹扩展试验中,比较了齿轮状态指示器FM4的值。初步结果表明,健康直升机和钻机数据之间的分布具有可比性,健康齿轮和损坏齿轮之间的分布存在显著差异。
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引用次数: 52
NASA's Advanced Radioisotope Power Conversion Technology Development Status 美国宇航局先进放射性同位素功率转换技术发展现状
Pub Date : 2013-07-23 DOI: 10.1109/aero.2007.352696
D.J. Anderson, J. Sankovic, D. Wilt, R. Abelson, J. Fleurial
NASA's Advanced Radioisotope Power Systems (ARPS) project is developing the next generation of radioisotope power conversion technologies that will enable future missions that have requirements that cannot be met by either photovoltaic systems or by current radioisotope power systems (RPSs). Requirements of advanced RPSs include high efficiency and high specific power (watts/kilogram) in order to meet future mission requirements with less radioisotope fuel and lower mass so that these systems can meet requirements for a variety of future space applications, including continual operation surface missions, outer-planetary missions, and solar probe. These advances would enable a factor of 2 to 4 decrease in the amount of fuel required to generate electrical power. Advanced RPS development goals also include long-life, reliability, and scalability. This paper provides an update on the contractual efforts under the Radioisotope Power Conversion Technology (RPCT) NASA Research Announcement (NRA) for research and development of Stirling, thermoelectric, and thermophotovoltaic power conversion technologies. The paper summarizes the current RPCT NRA efforts with a brief description of the effort, a status and/or summary of the contractor's key accomplishments, a discussion of upcoming plans, and a discussion of relevant system-level benefits and implications. The paper also provides a general discussion of the benefits from the development of these advanced power conversion technologies and the eventual payoffs to future missions (discussing system benefits due to overall improvements in efficiency, specific power, etc.).
NASA的先进放射性同位素动力系统(ARPS)项目正在开发下一代放射性同位素动力转换技术,该技术将使未来的任务能够满足光伏系统或当前放射性同位素动力系统(RPSs)无法满足的需求。先进RPSs的要求包括高效率和高比功率(瓦特/千克),以满足未来的任务要求,使用更少的放射性同位素燃料和更低的质量,使这些系统能够满足未来各种空间应用的要求,包括持续操作的表面任务、外行星任务和太阳探测器。这些进步将使发电所需的燃料量减少2到4倍。高级RPS开发目标还包括长寿命、可靠性和可伸缩性。本文提供了放射性同位素功率转换技术(RPCT) NASA研究公告(NRA)下的合同工作的最新情况,用于研究和开发斯特林、热电和热光伏功率转换技术。本文总结了当前RPCT NRA的工作,包括工作的简要描述、承包商关键成就的状态和/或总结、即将到来的计划的讨论,以及相关系统级利益和影响的讨论。本文还对这些先进的功率转换技术的发展所带来的好处以及对未来任务的最终回报进行了一般性讨论(讨论了由于效率、比功率等方面的总体改进而带来的系统好处)。
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引用次数: 8
Terrain Classification and Classifier Fusion for Planetary Exploration Rovers 行星探测车地形分类与分类器融合
Pub Date : 2008-11-01 DOI: 10.1017/S0263574708004360
I. Halatci, Christopher A. Brooks, K. Iagnemma
Knowledge of the physical properties of terrain surrounding a planetary exploration rover can be used to allow a rover system to fully exploit its mobility capabilities. Here a study of multi-sensor terrain classification for planetary rovers in Mars and Mars-like environments is presented. Two classification algorithms for color, texture, and range features are presented based on maximum likelihood estimation and support vector machines. In addition, a classification method based on vibration features derived from rover wheel-terrain interaction is briefly described. Two techniques for merging the results of these "low-level" classifiers are presented that rely on Bayesian fusion and meta-classifier fusion. The performance of these algorithms is studied using images from NASA's mars exploration rover mission and through experiments on a four-wheeled test-bed rover operating in Mars-analog terrain. It is shown that accurate terrain classification can be achieved via classifier fusion from visual and tactile features.
行星探测车周围地形的物理特性知识可以用来使探测车系统充分利用其机动能力。本文研究了火星和类火星环境下行星漫游者的多传感器地形分类。提出了两种基于极大似然估计和支持向量机的颜色、纹理和距离特征分类算法。此外,还简要介绍了一种基于漫游车车轮-地形相互作用产生的振动特征的分类方法。提出了两种合并这些“低级”分类器结果的技术,它们依赖于贝叶斯融合和元分类器融合。这些算法的性能是通过NASA火星探测漫游车任务的图像和在火星模拟地形中运行的四轮试验台漫游车上的实验来研究的。结果表明,通过视觉和触觉特征的分类器融合,可以实现准确的地形分类。
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引用次数: 80
Tools and Methods for the Verification and Validation of Adaptive Aircraft Control Systems 自适应飞机控制系统验证和验证的工具和方法
Pub Date : 2007-06-18 DOI: 10.1109/AERO.2007.352766
Johann Schumannt, Yan Liut, Nasa Ames, Moffett Field
The appeal of adaptive control to the aerospace domain should be attributed to the neural network models adopted in online adaptive systems for their ability to cope with the demands of a changing environment. However, continual changes induce uncertainty that limits the applicability of conventional validation techniques to assure the reliable performance of such systems. In this paper, we present several advanced methods proposed for verification and validation (V&V) of adaptive control systems, including Lyapunov analysis, statistical inference, and comparison to the well-known Kalman filters. We also discuss two monitoring tools for two types of neural networks employed in the NASA F-15 flight control system as adaptive learners: the confidence tool for the outputs of a Sigma-Pi network, and the validity index for the output of a Dynamic Cell Structure (DCS) network.
自适应控制在航空航天领域的吸引力应归功于在线自适应系统中采用的神经网络模型,因为它们能够应对不断变化的环境的需求。然而,持续的变化导致不确定性,限制了传统验证技术的适用性,以确保这些系统的可靠性能。在本文中,我们提出了几种用于自适应控制系统的验证和验证(V&V)的先进方法,包括李雅普诺夫分析,统计推断以及与著名的卡尔曼滤波器的比较。我们还讨论了NASA F-15飞行控制系统中采用的两种类型的神经网络作为自适应学习器的两种监测工具:用于Sigma-Pi网络输出的置信工具,以及用于动态单元结构(DCS)网络输出的有效性指标。
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引用次数: 11
Earned Value Management at NASA: An Integrated, Lightweight Solution NASA挣值管理:一个集成的轻量级解决方案
Pub Date : 2007-06-18 DOI: 10.1109/AERO.2007.353025
P. Putz, D. Maluf, D. Bell, M. Gurram, J. Hsu, H. Patel, K. Swanson
This paper describes a fresh approach to earned value management (EVM) at the U.S. National Aeronautics and Space Administration (NASA). The goal of this approach is to provide a lightweight tool that allows project managers to apply earned value performance measurements with minimal effort in terms of data entry, and without the need to learn the highly specialized jargon that mystifies many EVM solutions. The presented technical and managerial solution addresses the practical challenges of applying EVM in the messy realm of project management. An empirical case study involving five projects at the NASA Ames Research Center illustrates the challenges of creating a consistent performance measurement baseline under the constraints of schedule, budget, and labor requirements, and of matching actual costs with budgeted costs on the level of granularity needed. The case study also highlights the benefits of using the implemented EVM solution in terms of data quality and time savings. The paper concludes with general recommendations for the design and application of EVM tools with the focus on ease of use.
本文描述了美国国家航空航天局(NASA)挣值管理(EVM)的一种新方法。这种方法的目标是提供一个轻量级的工具,允许项目经理在数据输入方面以最小的努力应用挣值性能度量,并且不需要学习使许多EVM解决方案困惑的高度专业化的术语。提出的技术和管理解决方案解决了在混乱的项目管理领域中应用EVM的实际挑战。在NASA Ames研究中心的一个涉及五个项目的经验案例研究说明了在进度、预算和劳动力需求的约束下创建一致的性能度量基线的挑战,以及在所需的粒度级别上将实际成本与预算成本相匹配的挑战。案例研究还强调了使用实现的EVM解决方案在数据质量和节省时间方面的好处。本文最后对EVM工具的设计和应用提出了一般性建议,重点是易用性。
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引用次数: 6
Bootstrapping Particle Filters using Kernel Recursive Least Squares 使用核递归最小二乘的自举粒子滤波器
Pub Date : 2007-06-18 DOI: 10.1109/AERO.2007.353043
Boris N. Oreshkin, M. Coates
Although particle filters are extremely effective algorithms for object tracking, one of their limitations is a reliance on an accurate model for the object dynamics and observation mechanism. The limitation is circumvented to some extent by the incorporation of parameterized models in the filter, with simultaneous on-line learning of model parameters, but frequently, identification of an appropriate parametric model is extremely difficult. This paper addresses this problem, describing an algorithm that combines kernel recursive least squares and particle filtering to learn a functional approximation for the measurement mechanism whilst generating state estimates. The paper focuses on the specific scenario when a training period exists during which supplementary measurements are available from a source that can be accurately modelled. Simulation results indicate that the proposed algorithm, which requires very little information about the true measurement mechanism, can approach the performance of a particle filter equipped with the correct observation model.
虽然粒子滤波是非常有效的目标跟踪算法,但其局限性之一是依赖于精确的目标动力学和观察机制模型。通过在滤波器中加入参数化模型,同时在线学习模型参数,在一定程度上规避了这一限制,但通常情况下,识别合适的参数化模型是非常困难的。本文解决了这个问题,描述了一种结合核递归最小二乘和粒子滤波的算法,在生成状态估计的同时学习测量机制的函数逼近。本文关注的是一个特定的场景,即存在一个训练期间,在此期间可以从一个可以精确建模的来源获得补充测量。仿真结果表明,该算法在对真实测量机制的信息要求很少的情况下,可以近似于配备正确观测模型的粒子滤波器的性能。
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引用次数: 2
Building a Semantic Web Portal for Counter Terror Analysis 为反恐分析构建语义门户网站
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352795
A. Mannes, J. Golbeck
With the rise of the netwar paradigm new tools are needed to support intelligence collection and analysis. The Semantic Web uses information online in which data is defined in machine-readable terms, allows for the creation of flexible, adaptable knowledge bases that can be used collaboratively. This paper discusses how the Semantic Web facilitates research on terrorist organizations, particularly how a variety of useful features - such as network visualization and data attribution - can be used.
随着网络范式的兴起,需要新的工具来支持情报收集和分析。语义网使用在线信息,其中的数据以机器可读的术语定义,允许创建可协作使用的灵活的、可适应的知识库。本文讨论了语义网如何促进对恐怖组织的研究,特别是如何使用各种有用的特性——如网络可视化和数据归因。
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引用次数: 0
Dynamic Simulations of Mars Science Laboratory EDL Landing Loads and Stability 火星科学实验室EDL着陆载荷及稳定性的动态模拟
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352828
C. Peng, G. Ortiz, T. Rivellini, D. Lee, S. Lih, J. Waydo, C. White, S. Haggart, C. Voorhees, R. Rainen
The Mars Science Laboratory is being planned to launch in 2009 to deliver the third generation rover safely to the surface of Mars and conduct comprehensive in situ investigations. To deliver the rover for precision touchdown landing, it requires a new Entry, Descent, and Landing (EDL) approach using hypersonic aeromaneuver guided entry and skycrane-based powered descent and landing. The skycrane system is capable of efficiently and safely landing a large payload on Mars using a propulsion system configured into a descent stage. The rover will be released from the descent stage via descent-rate-limiter umbilical device and then placed directly onto the surface of Mars. As required by the skycrane landing architecture, the MSL rover is designed as a "lander" to survive touchdown as well as traverse environments. Since it is difficult, costly and, in many cases, impossible to test the skycrane descent and landing system in Mars-like environments, the MSL project relies heavily on dynamic simulations to validate the skycrane landing concept and predict the landing loads and stability of the rover. As a result, a multi-year extensive Loads and Stability Analysis Program has been conducted to develop seamless and robust simulations of the complicated skycrane landing dynamics with a large set of environmental parameters. This paper describes the overall approaches to the MSL touchdown simulation effort, landing loads and stability analysis, rover developmental test program, and applications of both the analysis and testing results to a mass-efficient and landing-capable rover structure design.
“火星科学实验室”计划于2009年发射,将第三代火星车安全送到火星表面,并进行全面的原位调查。为了使漫游车精确着陆,它需要一种新的进入、下降和着陆(EDL)方法,使用高超音速航空机动制导进入和基于空中起重机的动力下降和着陆。空中起重机系统能够使用配置为下降级的推进系统,高效安全地将大型有效载荷降落在火星上。火星车将通过下降速率限制器脐带装置从下降阶段释放,然后直接放置在火星表面。根据skycrane着陆架构的要求,MSL漫游者被设计成一个“着陆器”,可以在着陆和穿越环境中生存。由于在类火星环境中测试天车下降和着陆系统是困难的、昂贵的,而且在许多情况下是不可能的,因此MSL项目在很大程度上依赖于动态模拟来验证天车着陆概念,并预测着陆载荷和火星车的稳定性。因此,一项为期数年的广泛载荷和稳定性分析项目已经开展,以开发具有大量环境参数的复杂空中起重机着陆动力学的无缝和鲁棒模拟。本文描述了MSL着陆模拟工作的总体方法,着陆载荷和稳定性分析,探测车开发测试计划,以及分析和测试结果在质量高效和能够着陆的探测车结构设计中的应用。
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引用次数: 5
SIFOpt - Fixed-Point Implementations of Calculations from Floating-Point Descriptions 从浮点描述计算的定点实现
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.353096
D. Buehler, G. Donohoe
Signal and image processing and control algorithms are typically developed using double-precision floating point arithmetic, in a high-level software design environment such as Matlab/Simulink, IDL, or C/C++. The avionics system designer must implement these computations in a platform that satisfies the constraints of on-board data processing such as size, weight, power consumption and radiation hardness. The ability to implement math-intensive signal processing and control algorithms on simple, integer-only hardware would greatly increase the avionics system designer's options. This paper presents a methodology and software tool for generating fixed point computations, enabling integer-only processors to achieve numerical accuracy comparable to floating point, faster and with reduced size, weight, cost, and power consumption. The methodology has been successfully demonstrated on image focal plane array calibration, Fourier transform hyper-spectral imager data conversion, wavelet-based feature selection, and various pattern recognition tasks.
在Matlab/Simulink、IDL或C/ c++等高级软件设计环境中,通常使用双精度浮点算法开发信号和图像处理和控制算法。航空电子系统设计人员必须在一个平台上实现这些计算,该平台必须满足机载数据处理的限制,如尺寸、重量、功耗和辐射硬度。在简单的纯整数硬件上实现数学密集型信号处理和控制算法的能力将大大增加航空电子系统设计者的选择。本文提出了一种生成定点计算的方法和软件工具,使纯整数处理器能够实现与浮点相当的数值精度,速度更快,尺寸,重量,成本和功耗更小。该方法已成功应用于图像焦平面阵列标定、傅里叶变换高光谱成像仪数据转换、基于小波的特征选择以及各种模式识别任务。
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引用次数: 3
Tier-Scalable Reconnaissance Missions For The Autonomous Exploration Of Planetary Bodies 自主探测行星体的分层可扩展侦察任务
Pub Date : 2007-03-03 DOI: 10.1109/AERO.2007.352715
Wolfgang Fink, J. Dohm, M. Tarbell, T. Hare, V. Baker, D. Schulze‐Makuch, R. Furfaro, A. Fairén, T. Ferré, H. Miyamoto, G. Komatsu, W. Mahaney
A fundamentally new (scientific) reconnaissance mission concept, termed tier-scalable reconnaissance, for remote planetary (including Earth) atmospheric, surface and subsurface exploration recently has been devised that soon will replace the engineering and safety constrained mission designs of the past, allowing for optimal acquisition of geologic, paleohydrologic, paleoclimatic, and possible astrobiologic information of Venus, Mars, Europa, Ganymede, Titan, Enceladus, Triton, and other extraterrestrial targets. This paradigm is equally applicable to potentially hazardous or inaccessible operational areas on Earth such as those related to military or terrorist activities, or areas that have been exposed to biochemical agents, radiation, or natural disasters. Traditional missions have performed local, ground-level reconnaissance through rovers and immobile landers, or global mapping performed by an orbiter. The former is safety and engineering constrained, affording limited detailed reconnaissance of a single site at the expense of a regional understanding, while the latter returns immense datasets, often overlooking detailed information of local and regional significance.
一种全新的(科学的)侦察任务概念,称为分层可扩展侦察,用于远程行星(包括地球)的大气、地表和地下探测,最近已经被设计出来,很快将取代过去的工程和安全限制任务设计,允许最佳地获取金星、火星、木卫二、木卫三、土卫六、土卫二、海卫一的地质、古水文、古气候和可能的天体生物学信息。以及其他外星目标。这种模式同样适用于地球上具有潜在危险或无法进入的作战区域,例如与军事或恐怖主义活动有关的区域,或暴露于生化剂、辐射或自然灾害的区域。传统的任务是通过漫游者和固定着陆器进行局部地面侦察,或者由轨道飞行器进行全球测绘。前者受到安全和工程方面的限制,以牺牲对区域的了解为代价,只能对单个地点进行有限的详细侦察,而后者返回的是大量数据集,往往忽略了具有当地和区域意义的详细信息。
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引用次数: 41
期刊
2007 IEEE Aerospace Conference
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