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Privacy Preservation through Random Nonlinear Distortion
Consider a scenario in which the data owner has some private or sensitive data and wants a data miner to access them for studying important patterns without revealing the... -
Model-based Prognostics with Concurrent Damage Progression Processes
Model-based prognostics approaches rely on physics-based models that describe the behavior of systems and their components. These models must account for the several different... -
References: BSCW
Benchmark Supercritical Wing was also tested on the OTT with oscillations in Pitch. Only one row of pressure transducers were acquired during these tests. The time histories for... -
Sparse Inverse Gaussian Process Regression with Application to Climate...
Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. Gaussian Process regression... -
Flight Data For Tail 659
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 following: -sensor... -
On Applying the Prognostic Performance Metrics
Prognostics performance evaluation has gained significant attention in the past few years. *As prognostics technology matures and more sophisticated methods for prognostic... -
An Approach to Prognostic Decision Making in the Aerospace Domain
The field of Prognostic Health Management (PHM) has been undergoing rapid growth in recent years, with development of increasingly sophisticated techniques for diagnosing faults... -
ACCEPT
Please find a detailed description here: ACCEPT -
INTEXA_SATELLITE
INTEX-A Satellite data. -
Flight Data For Tail 676
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 following: -sensor... -
Assessment of Accrued Damage and Remaining Useful Life in Leadfree...
A method has been developed for prognostication of accrued prior damage in electronics subjected to overlapping sequential environments of thermal aging and thermal cycling. The... -
CDDIS SESES MEaSUREs products precipitable water vapor
Making Earth System Data Records for Use in Research Environments (MEaSUREs) empowers the research community to participate in developing and generating data products that... -
An Efficient Deterministic Approach to Model-based Prediction Uncertainty
Prognostics deals with the prediction of the end of life (EOL) of a system. EOL is a random variable, due to the presence of process noise and uncertainty in the future inputs... -
Accelerated Aging Experiments for Prognostics of Damage Growth in Composite Materials
Composite structures are gaining importance for use in the aerospace industry. Compared to metallic structures their behavior is less well understood. This lack of understanding... -
On-line intermittent connector anomaly detection
This paper investigates a non-traditional use of differential current sensor and current sensor to detect intermittent disconnection problems in connectors. An intermittent... -
2010_09_10_jam_+40 Lab
Jam fault scenarios with tensile (+40 lbs) load (diagnostic and prognostic) -
2010_09_11 Lab
Ballscrew jam fault datasets (diagnostic and prognostic) -
cepstral analysis
power cepstrum of sound, speech and vibrations using log of power spectrum estimation (periodogram) -
Entropy-based probabilistic fatigue damage prognosis and algorithmic...
In this paper, a maximum entropy-based general framework for probabilistic fatigue damage prognosis is investigated. The proposed methodology is based on an underlying physics-... -
Adaptive Load-Allocation for Prognosis-Based Risk Management
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. Avoiding the...