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Federal
Scalable, Asynchronous, Distributed Eigen-Monitoring of Astronomy Data Streams
National Aeronautics and Space Administration —
In this paper, we develop a distributed algorithm for monitoring the principal components (PCs) for next generation of astronomy petascale data pipelines such as the... -
Federal
Flight Data For Tail 671
National Aeronautics and Space Administration —
The following zip files contain individual flight recorded data in Matlab file format. There are 186 parameters each with a data structure that contains the... -
Federal
Impact of Input Uncertainty on Failure Prognostic Algorithms: Extending the Remaining Useful Life of Nonlinear Systems
National Aeronautics and Space Administration —
This paper presents a novel set of uncertainty measures to quantify the impact of input uncertainty on nonlinear prognosis systems. A Particle Filtering-based method... -
Federal
A Recursive Receding Horizon Planning for Unmanned Vehicles
National Aeronautics and Space Administration —
This paper proposes a recursive receding horizon path planning algorithm for unmanned vehicles in nonuniform environments. In the proposed algorithm, the map is... -
Federal
2010_09_08 Lab
National Aeronautics and Space Administration —
Nominal and ballscrew jam fault datasets (diagnostic and prognostic) -
Federal
A Discussion on Uncertainty Representation and Interpretation in Model-based Prognostics Algorithms based on Kalman Filter Estimation Applied to Prognostics of Electronics Components
National Aeronautics and Space Administration —
This article presented a discussion on uncertainty representation and management for model-based prog- nostics methodologies based on the Bayesian tracking framework... -
Federal
RSW Mixed Element Coarse Grid
National Aeronautics and Space Administration —
Coarse grid for node-based unstructured methods using mixed-elements based on the grid guidelines. -
Federal
Adaptive Load-Allocation for Prognosis-Based Risk Management
National Aeronautics and Space Administration —
It is an inescapable truth that no matter how well a system is designed it will degrade, and if degrading parts are not repaired or replaced the system will fail.... -
Federal
2010_09_11 Lab
National Aeronautics and Space Administration —
Ballscrew jam fault datasets (diagnostic and prognostic) -
Federal
Discovering Anomalous Aviation Safety Events Using Scalable Data Mining Algorithms
National Aeronautics and Space Administration —
The worldwide civilian aviation system is one of the most complex dynamical systems created. Most modern commercial aircraft have onboard flight data recorders that... -
Federal
AePW publications
National Aeronautics and Space Administration —
This will contain publications used by the AePW -
Federal
Unsupervised Anomaly Detection for Liquid-Fueled Rocket Prop...
National Aeronautics and Space Administration —
Title: Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring. Abstract: This article describes the results of applying four... -
Federal
MKAD Anomaly Score Decomposition
National Aeronautics and Space Administration —
not available -
Federal
References: AePW publications
National Aeronautics and Space Administration —
This page is the repository for the publications resulting from the AePW. This includes the special sessions at conferences: AIAA ASM 2012, Grapevine TX; AIAA SDM... -
Federal
Effects of Lightning Injection on Power-MOSFETs
National Aeronautics and Space Administration —
Lightning induced damage is one of the major concerns in aircraft health monitoring. Such short-duration high voltages can cause significant damage to electronic... -
Federal
A Comparison of Three Data-driven Techniques for Prognostics
National Aeronautics and Space Administration —
In situations where the cost/benefit analysis of using physics-based damage propagation algorithms is not favorable and when sufficient test data are available that... -
Federal
HIRENASD Beam FEM
National Aeronautics and Space Administration —
This contains attempts to create BEAM FEM model. I have started a Blog to discuss this... please put your comments there and I will attempt to keep everything... -
Federal
HyDE
National Aeronautics and Space Administration —
HyDE is a model-based diagnosis engine for stochastic hybrid systems. HyDE uses transitional and behavioral models of the system to diagnose the occurrence of... -
Federal
HIRENASD analysis Information Package
National Aeronautics and Space Administration —
Updated November 2, 2011 Contains summary information and analysis condition details for the Aeroelastic Prediction Workshop Information plotted in this package is... -
Federal
Multiple Kernel Learning based Heterogeneous Algorithm
National Aeronautics and Space Administration —
Paper on this topic has been submitted to KDD 2010.