Distributed Prognostic Health Management with Gaussian Process Regression
Resources
7 resources available
-
View documentation related to this dataset
HTML -
Download this dataset
HTML -
This dataset's landing page
HTML -
The dataset's project home page
HTML -
Download this dataset through Earthdata Search
HTML -
View this dataset's data citation policy
HTML -
Google Scholar search results
HTML
Find Related Datasets
Search by Tags
Click any tag below to search for similar datasets
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| accrualPeriodicity | irregular |
| bureauCode |
[ "026:00" ] |
| contactPoint |
{ "fn": "undefined", "@type": "vcard:Contact", "hasEmail": "mailto:support-asdc@earthdata.nasa.gov" } |
| description | Distributed prognostics architecture design is an enabling step for efficient implementation of health management systems. A major challenge encountered in such design is formulation of optimal distributed prognostics algorithms. In this paper, we present a distributed GPR based prognostics algorithm whose target platform is a wireless sensor network. In addition to challenges encountered in a distributed implementation, a wireless network poses constraints on communication patterns, thereby making the problem more challenging. The prognostics application that was used to demonstrate our new algorithms is battery prognostics. In order to present trade-offs within different prognostic approaches, we present comparison with the distributed implementation of a particle filter based prognostics for the same battery data. |
| distribution |
[ { "@type": "dcat:Distribution", "title": "View documentation related to this dataset", "format": "HTML", "mediaType": "text/html", "description": "ASDC Data and Information for ATTREX", "downloadURL": "https://asdc.larc.nasa.gov/project/ATTREX" }, { "@type": "dcat:Distribution", "title": "Download this dataset", "format": "HTML", "mediaType": "text/html", "description": "ASDC Direct Data Download for ATTREX-Aircraft_insitu_TraceGas_Measurements_1", "downloadURL": "https://asdc.larc.nasa.gov/data/ATTREX/Aircraft_insitu_TraceGas_Measurements_1/" }, { "@type": "dcat:Distribution", "title": "This dataset's landing page", "format": "HTML", "mediaType": "text/html", "description": "DOI data set landing page for ATTREX-Aircraft_insitu_TraceGas_Measurements_1", "downloadURL": "https://doi.org/10.5067/ASDC_DAAC/ATTREX/0003" }, { "@type": "dcat:Distribution", "title": "The dataset's project home page", "format": "HTML", "mediaType": "text/html", "description": "ESPO Data Archive for ATTREX", "downloadURL": "https://espoarchive.nasa.gov/archive/browse/attrex" }, { "@type": "dcat:Distribution", "title": "Download this dataset through Earthdata Search", "format": "HTML", "mediaType": "text/html", "description": "Earthdata Search for ATTREX-Aircraft_insitu_TraceGas_Measurements_1 (NASA Application to search, discover, visualize, refine, and access NASA Earth Observation data)", "downloadURL": "https://search.earthdata.nasa.gov/search/granules?p=C1536056462-LARC_ASDC" }, { "@type": "dcat:Distribution", "title": "View this dataset's data citation policy", "format": "HTML", "mediaType": "text/html", "description": "How to cite ASDC data", "downloadURL": "https://asdc.larc.nasa.gov/citing-data" }, { "@type": "dcat:Distribution", "title": "Google Scholar search results", "format": "HTML", "mediaType": "text/html", "description": "Search results for publications that cite this dataset by its DOI.", "downloadURL": "https://scholar.google.com/scholar?q=10.5067%2FASDC_DAAC%2FATTREX%2F0003" } ] |
| identifier | DASHLINK_727 |
| issued | 2013-05-09 |
| keyword |
[ "ames", "dashlink", "nasa" ] |
| landingPage | https://c3.nasa.gov/dashlink/resources/727/ |
| modified | 2025-04-01 |
| programCode |
[ "026:029" ] |
| publisher |
{ "name": "Dashlink", "@type": "org:Organization" } |
| title | Distributed Prognostic Health Management with Gaussian Process Regression |
