A Survey of Artificial Intelligence for Prognostics

Metadata Updated: May 6, 2016

Integrated Systems Health Management includes as key elements fault detection, fault diagnostics, and failure prognostics. Whereas fault detection and diagnostics have been the subject of considerable emphasis in the Artificial Intelligence (AI) community in the past, prognostics has not enjoyed the same attention. The reason for this lack of attention is in part because prognostics as a discipline has only recently been recognized as a game-changing technology that can push the boundary of systems health management. This paper provides a survey of AI techniques applied to prognostics. The paper is an update to our previously published survey of data-driven prognostics.

Access & Use Information

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

Downloads & Resources


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_744
Miryam Strautkalns
Maintainer Email
Id {$oid: 56cf5b00a759fdadc44e57b0}
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 4d966b09-380f-4092-a17c-822f458b51bc
Harvest Source Id 39e4ad2a-47ca-4507-8258-852babd0fd99
Harvest Source Title NASA Data.json
Data First Published 2013-05-13T09:35:49
Homepage URL https://c3.nasa.gov/dashlink/resources/744/
Language en-US
License http://www.usa.gov/publicdomain/label/1.0/
Data Last Modified 2013-05-13T09:36:47
Program Code 026:029
Publisher Hierarchy U.S. Government > National Aeronautics and Space Administration > Dashlink
Source Datajson Identifier True
Source Hash 6d3807a91573bb07a3357041d1eddcc0aca4fa4b
Source Schema Version 1.1

Didn't find what you're looking for? Suggest a dataset here.