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Towards A Model-based Prognostics Methodology for Electrolytic Capacitors: A...
A remaining useful life prediction methodology for elec- trolytic capacitors is presented. This methodology adopts a Kalman filter approach in conjunction with an empirical... -
ASIAS Symposium Presentations
Aviation Safety Information Analysis and Sharing (ASIAS) Symposiusm Presentations: July 27-28, 2009 -
Flight Data For Tail 653
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... -
images_HIRENASD
images for the HIRENASD webpage -
DXC'09 Industrial Track Sample Data
Sample data, including nominal and faulty scenarios, for Tier 1 and Tier 2 of the First International Diagnostic Competition. Three file formats are provided, tab-delimited .txt... -
Effects of Lightning Injection on Power-MOSFETs
Lightning induced damage is one of the major concerns in aircraft health monitoring. Such short-duration high voltages can cause significant damage to electronic devices. This... -
Efficient Keyword-Based Search for Top-K Cells in Text Cube
Previous studies on supporting free-form keyword queries over RDBMSs provide users with linked-structures (e.g.,a set of joined tuples) that are relevant to a given keyword... -
Multiple Kernel Learning for Heterogeneous Anomaly Detection: Algorithm and...
The world-wide aviation system is one of the most complex dynamical systems ever developed and is generating data at an extremely rapid rate. Most modern commercial aircraft... -
Analysis of Virtual Sensors for Predicting Aircraft Fuel Consumption
Previous research described the use of machine learning algorithms to predict aircraft fuel consumption. This technique, known as Virtual Sensors, models fuel consumption as a... -
Distributed Decision-Tree Induction in Peer-to-Peer Systems
This paper offers a scalable and robust distributed algorithm for decision-tree induction in large peer-to-peer (P2P) environments. Computing a decision tree in such large... -
CIDU 2010 Student Travel Award
CIDU 2010 Student Travel Award Application Form -
Basic Principles - Chapter 6
This chapter described at a very high level some of the considerations that need to be made when designing algorithms for a vehicle health management application. The choices... -
Flight Data For Tail 668
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... -
BSCW Unstructured Grids - VGRID software FINAL
These grids were constructed using VGRID software from NASA Langley. The grids designed for node based (labeled 'nc') and cell-centered solvers are supplied. Grids with mixed... -
Brian Bole
not available -
Activity modeling under uncertainty by trace of objects in smart homes
A typical resident of a smart home can be an Alzheimer patient that forgets sometimes to complete the activities that he begins. The key point to assist the smart home resident... -
Exploring the Model Design Space for Battery Health Management
Battery Health Management (BHM) is a core enabling technology for the success and widespread adoption of the emerging electric vehicles of today. Although battery chemistries... -
A Bayesian Framework for Remaining Useful Life Estimation
The estimation of remaining useful life (RUL) of a faulty component is at the center of system prognostics and health management. It gives operators a potent tool in decision... -
CIDU 2010 program
Detailed schedule for CIDU 2010. -
nu-Anomica: A Fast Support Vector Based Anomaly Detection Technique
In this paper we propose $\nu$-Anomica, a novel anomaly detection technique that can be trained on huge data sets with much reduced running time compared to the benchmark one-...