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RSPF-based Prognosis Framework for Estimation of Remaining Useful Life in Ene...
This paper presents a case study where a RSPF-based prognosis framework is applied to estimate the remaining useful life of an energy storage device (Li-Ion battery). A... -
Highly Scalable Matching Pursuit Signal Decomposition Algorithm
In this research, we propose a variant of the classical Matching Pursuit Decomposition (MPD) algorithm with significantly improved scalability and computational performance. MPD... -
Estimation of Faults in DC Electrical Power System
This paper demonstrates a novel optimizationbased approach to estimating fault states in a DC power system. The model includes faults changing the circuit topology along with... -
Accelerated Aging System for Prognostics of Power Semiconductor Devices
Prognostics is an engineering discipline that focuses on estimation of the health state of a component and the prediction of its remaining useful life (RUL) before failure.... -
References:HIRENASD
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Application of Inductive Monitoring System to Plug Load Anomaly Detection
NASA Ames Research Center’s Sustainability Base is a new 50,000 sq. ft. LEED Platinum office building. Plug loads are expected to account for a significant portion of the... -
Predicting Battery Life for Electric UAVs
This paper presents a novel battery health management technology for the new generation of electric unmanned aerial vehicles powered by long-life, high-density, scalable power... -
A Scalable Local Algorithm for Distributed Multivariate Regression
This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm can be used for distributed inferencing, data... -
Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applic...
Sensor faults continue to be a major hurdle for sys- tems health management to reach its full potential. At the same time, few recorded instances of sensor faults exist. It is... -
Towards Modeling the Effects of Lightning Injection on Power MOSFETs
Power electronics are widely used in critical roles in modern day aircrafts and hence their health management is of great interest. An important part of prognostics and health... -
Experimental and Analytical Development of a Health Management System for Ele...
Expanded deployment of Electro-Mechanical Actuators (EMAs) in critical applications has created much interest in EMA Prognostic Health Management (PHM), a key enabling... -
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... -
OPTIMAL PARTITIONS OF DATA IN HIGHER DIMENSIONS
OPTIMAL PARTITIONS OF DATA IN HIGHER DIMENSIONS BRADLEY W. JACKSON, JEFFREY D. SCARGLE, AND CHRIS CUSANZA, DAVID BARNES, DENNIS KANYGIN, RUSSELL SARMIENTO, SOWMYA SUBRAMANIAM,... -
Understanding Human Error Based on Automated Analyses vol 1
A proactive approach to identifying and alleviating life-threatening conditions in the aviation system entails a well-defined process of identifying threats, evaluating causes,... -
OMAD 2014 Workshop Proceedings
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nu-Anomica algorithm
One-class nu-Support Vector machine (SVMs) learning technique maps the input data into a much higher dimensional space and then uses a small portion of the training data... -
Towards Prognostics of Power MOSFETs: Accelerated Aging and Precursors of Fai...
This paper presents research results dealing with power MOSFETs (metal oxide semiconductor field effect tran- sistor) within the prognostics and health management of... -
Addressing the Real-World Challenges in the Development of Propulsion IVHM Te...
The Propulsion IVHM Technology Experiment (PITEX) has been an on-going research effort conducted over several years. PITEX has developed and applied a model-based diagnostic... -
Structural dynamics information package
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Anomaly Detection with Text Mining
Many existing complex space systems have a significant amount of historical maintenance and problem data bases that are stored in unstructured text forms. The problem that we...
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