Damage Propagation Modeling for Aircraft Engine Run-to-Failure Simulation

Metadata Updated: May 6, 2016

This paper describes how damage propagation can be modeled within the modules of aircraft gas turbine engines. To that end, response surfaces of all sensors are generated via a thermo-dynamical simulation model for the engine as a function of variations of flow and efficiency of the modules of interest. An exponential rate of change for flow and efficiency loss was imposed for each data set, starting at a randomly chosen initial deterioration set point. The rate of change of the flow and efficiency denotes an otherwise unspecified fault with increasingly worsening effect. The rates of change of the faults were constrained to an upper threshold but were otherwise chosen randomly. Damage propagation was allowed to continue until a failure criterion was reached. A health index was defined as the minimum of several superimposed operational margins at any given time instant and the failure criterion is reached when health index reaches zero. Output of the model was the time series (cycles) of sensed measurements typically available from aircraft gas turbine engines. The data generated were used as challenge data for the Prognostics and Health Management (PHM) data competition at PHM’08.

Access & Use Information

Public: This dataset is intended for public access and use. License: U.S. Government Work

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Dates

Metadata Created Date February 26, 2016
Metadata Updated Date May 6, 2016
Data Update Frequency irregular

Metadata Source

Harvested from NASA Data.json

Additional Metadata

Resource Type Dataset
Metadata Created Date February 26, 2016
Metadata Updated Date May 6, 2016
Publisher Dashlink
Unique Identifier DASHLINK_740
Maintainer
Miryam Strautkalns
Maintainer Email
Id {$oid: 56cf5b00a759fdadc44e57ac}
Public Access Level public
Data Update Frequency irregular
Bureau Code 026:00
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id 1e9d555c-2e57-4d9c-8a73-6c241fb8aba2
Harvest Source Id 39e4ad2a-47ca-4507-8258-852babd0fd99
Harvest Source Title NASA Data.json
Data First Published 2013-05-13T09:28:31
Homepage URL https://c3.nasa.gov/dashlink/resources/740/
Language en-US
License http://www.usa.gov/publicdomain/label/1.0/
Data Last Modified 2013-05-13T09:28:56
Program Code 026:029
Publisher Hierarchy U.S. Government > National Aeronautics and Space Administration > Dashlink
Source Datajson Identifier True
Source Hash ccc4091eb5d815774e5db443530f229bb240a75a
Source Schema Version 1.1

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