Prognostics

A Publication, Prognostics CoE Publications - 8 years, 10 months ago

Shared By: Kai Goebel

Prognostics has received considerable attention recently as an emerging sub-discipline within SHM. Prognosis is here strictly defined as “predicting the time at which a component ...

A Combined Model-Based and Data-Driven Prognostic Approach for Aircraft System Life Management

A Publication, Prognostics CoE Publications - 8 years, 10 months ago

Shared By: Kai Goebel

Failure prognosis - as a natural extension to the fault detection and isolation (FDI) problem - has become a key issue in a world where ...

Data from Sustainability Base Characterizing Cold Complaints for ACCEPT

A Dataset, Sustainability Base - 8 years, 11 months ago

Shared By: RODNEY MARTIN

The zip file linked contains three subdirectories and a parameter list to be used for processing using ACCEPT. Datafiles are partitioned into training, validation, and ...

A Mobile Robot Testbed for Prognostics-Enabled Autonomous Decision Making

A Publication, EDWARD BALABAN's Collection - 9 years, 3 months ago

Shared By: EDWARD BALABAN

The ability to utilize prognostic system health information in operational decision making, especially when fused with information about future operational, environmental, and mission requirements, is ...

Autonomous Decision Making for Planetary Rovers Using Diagnostic and Prognostic Information

A Publication, EDWARD BALABAN's Collection - 9 years, 3 months ago

Shared By: EDWARD BALABAN

Rover missions typically involve visiting a set of predetermined waypoints to perform science functions, such as sample collection. Given the communication delay between Earth and ...

Prognostic Health-Management System Development for Electromechanical Actuators

A Publication, FLEA - 9 years, 3 months ago

Shared By: EDWARD BALABAN

Electro-mechanical actuators (EMAs) have been gaining increased acceptance as safety-critical actuation devices in the next generation of aircraft and spacecraft. The aerospace manufacturers are not ...

ROC Curve Code Augmentation

An Algorithm, Optimal Alarm Systems for Anomaly Detection - 9 years, 6 months ago

Shared By: RODNEY MARTIN

Please find a detailed description here: ROC Curve Code Augmentation

ACCEPT

An Algorithm, Optimal Alarm Systems for Anomaly Detection - 8 years, 7 months ago

Shared By: RODNEY MARTIN

Please find a detailed description here: ACCEPT

Automated Discovery of Flight Track Anomalies

A Publication, Bryan Matthews's Collection - 9 years, 7 months ago

Shared By: Bryan Matthews

As new technologies are developed to handle the complexities of the Next Generation Air Transportation System (NextGen), it is increasingly important to address both current ...

MKAD Anomaly Score Decomposition

Other, Active Learning for Aviation Safety - 9 years, 7 months ago

Shared By: Kamalika Das

Learning curve for Apriori fix

Other, Active Learning for Aviation Safety - 9 years, 7 months ago

Shared By: Kamalika Das

Learning curve

Other, Active Learning for Aviation Safety - 9 years, 7 months ago

Shared By: Kamalika Das