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2018 PHM Data Challenge
A Dataset, PHM Data Challenges

Degradation Modeling and Remaining Useful Life Prediction of ...
A Publication, Prognostics CoE Publications

Computational Architecture for Autonomous DecisionMaking in Unmanned Aerial ...
A Publication, Prognostics CoE Publications

Resilient System Design Using CostRisk Analysis With Functional ...
A Publication, Prognostics CoE Publications

Model Validation in The Early Phase of Designing ...
A Publication, Prognostics CoE Publications

2018 PHM Data Challenge

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Train  Case to Events and Parameters,
Train  Case to Events and Parameters.csv 
TTEthernet Startup Protocol SAL Models a...,
TTEthernetStartupProtocolSALModelsAndRes... 
Event Cube: An Organized Approach for Mi...,
AvSafe_2009_IVHM_Weds_AM_Han.pdf 
2010_09_06.zip
from 2010_09_06 Lab

2010_09_02.zip
from 2010_09_02 Lab

See All Resources (34)

An Algorithm, Optimal Alarm Systems for Anomaly Detection  3 years, 7 months ago
Shared By: RODNEY MARTIN
Please find a detailed description here: ROC Curve Code Augmentation

An Algorithm, Optimal Alarm Systems for Anomaly Detection  2 years, 7 months ago
Shared By: RODNEY MARTIN
Please find a detailed description here: ACCEPT

An Algorithm, Aviation Safety Monitoring and Modeling Project  6 years, 1 month ago
Shared By: Indir Jaganjac
Unsupervised systems health estimation using Granger causal connectivity analysis FOQA (Flight Operations Quality Assurance) data are analyzed in order to compute systems health score using ...

GMDH polynomial neural network
An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  6 years, 9 months ago
Shared By: Indir Jaganjac
Learning and building GMDH polynomial neural networks and printing them as 3rd degree polynomial equation.

SDF_feature_extraction_code
An Algorithm, PSUAMES FOQA Project  6 years, 9 months ago
Shared By: soumalya sarkar

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  6 years, 11 months ago
Shared By: Indir Jaganjac
Machine Learning (ML) from USGS NEIC global earthquake catalog data. Machine Learning (ML) and building predictive rules and trees from global earthquake catalog data

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  6 years, 11 months ago
Shared By: Indir Jaganjac
Machine Learning (ML) from USGS NEIC global earthquake catalog data. Machine Learning (ML) and building predictive rules and trees from global earthquake catalog data

ClusterAD
An Algorithm, AmesICAT/MIT  6 years, 11 months ago
Shared By: Lishuai Li
Cluster Analysis Based Anomaly Detection for OnboardRecorded Flight Data

An Algorithm, Symbolic Execution Enhanced System Testing  7 years, 3 months ago
Shared By: MISTY DAVIES
This is a textbook, created example for illustration purposes. The System takes inputs of Pt, Ps, and Alt, and calculates the Mach number using the ...

Multivariate Time Series Search
An Algorithm, Kanishka Bhaduri's Collection  7 years, 4 months ago
Shared By: Kanishka Bhaduri
Multivariate TimeSeries (MTS) are ubiquitous, and are generated in areas as disparate as sensor recordings in aerospace systems, music and video streams, medical monitoring, and ...

Dunn Index
An Algorithm, Aerospace Simulation Clustering Experiments  7 years, 5 months ago
Shared By: MISTY DAVIES
A script that finds the Dunn Index for a given clustering

Normalization Scripts
An Algorithm, Aerospace Simulation Clustering Experiments  7 years, 5 months ago
Shared By: MISTY DAVIES
Scripts that perform normalization. They assume that you will be doing a GMM version of EM, but should be useful for many kinds of normalization.

pcaUsingSVD
An Algorithm, Aerospace Simulation Clustering Experiments  7 years, 5 months ago
Shared By: MISTY DAVIES
A matlab script for doing Principal Components Analysis using the SVD.

EM Algorithm
An Algorithm, Aerospace Simulation Clustering Experiments  7 years, 5 months ago
Shared By: MISTY DAVIES
MATLAB code published under the BSD license that allows EM clustering for Gaussian Mixture Models.

An Algorithm, Multiple Kernel Learning based Heterogeneous Algorithm (MKAD)  7 years, 6 months ago
Shared By: Indir Jaganjac
Identify seismic global spatiotemporal teleconnections using SOM neural networks.