Glossary
prognostics dataset repository
prognostics dataset repository is curated collection of component-degradation benchmarks maintained by NASA's Prognostics Center of Excellence. In Datadory's catalog of 1,744 datasets, NASA Prognostics Data Set Repository and Coverage: turbofan engine degradation (C-MAPSS), battery aging, bearing wear, milling tool wear, IGBT and capacitor aging are working examples.
What is prognostics dataset repository?
A curated collection of component-degradation benchmarks maintained by NASA's Prognostics Center of Excellence.
This slice draws on the 21-dataset repository covering turbofans, batteries, bearings, milling cutters, and power electronics, all frozen archives downloaded as zips.
In this catalog it appears concretely: - NASA Prognostics Data Set Repository — "21 datasets, tens of gigabytes total". - Coverage: turbofan engine degradation (C-MAPSS), battery aging, bearing wear, milling tool wear, IGBT and capacitor aging. - Datasets collected 2008-2019, published as fixed archives; page last modified September 2022; zip files served from S3.
Why does prognostics dataset repository matter when choosing a dataset?
A label on a listing is not a deliverable. Teams that license on the strength of a product-name match routinely find the shipped files cover a narrower slice than they assumed, and backfilling history afterwards costs more than the license ever did.
The failure mode is concrete: the label appears in a listing, the delivered files tell a different story, and the gap surfaces mid-project when fixing it is most expensive.
You rarely have to take a vendor's word for it. 82.4% of the 1,744 datasets Datadory catalogs are free to access, and NASA Prognostics Data Set Repository lets you inspect the real artifact before any budget is committed.
How do you evaluate prognostics dataset repository in a data source?
Treat every claim of this attribute as testable:
- Open NASA Prognostics Data Set Repository and confirm its record — "21 datasets, tens of gigabytes total" — against the files you actually receive.
- Open Coverage: turbofan engine degradation (C-MAPSS), battery aging, bearing wear, milling tool wear, IGBT and capacitor aging and compare its listing against the delivered artifact before paying for a commercial equivalent.
- Open Datasets collected 2008-2019, published as fixed archives; page last modified September 2022; zip files served from S3 and compare its listing against the delivered artifact before paying for a commercial equivalent.
See the term applied to real records: industrial-machinery-supplies-components data.
Related terms
Adjacent concepts worth reading next: - c mapss turbofan degradation - run to failure data - static update frequency
Frequently asked questions
What is an example of prognostics dataset repository?
NASA Prognostics Data Set Repository is the clearest example in this catalog. Its record states: "21 datasets, tens of gigabytes total". Across all 1,744 datasets Datadory averages a quality score of 7.81 out of 10, so a named example can be weighed rather than trusted blindly.
Is data described as "prognostics dataset repository" free to use?
Treat access and permission separately. 82.4% of the 1,744 datasets in this catalog are free to access, but 235 are freemium and 61 are paid outright, so confirm both the price and the license on the exact distribution before building on it.
How do I verify a source really provides prognostics dataset repository?
Open NASA Prognostics Data Set Repository next to Coverage: turbofan engine degradation (C-MAPSS), battery aging, bearing wear, milling tool wear, IGBT and capacitor aging and compare the promise with the download. Field definitions are verified for 1495 of 1,744 datasets (85.7%), which makes that check fast inside the catalog and manual outside it.
Datasets containing this field
Datasets containing prognostics dataset repository
6 datasets carry prognostics dataset repository in the catalog. Open one, count the fields, judge for yourself.
Data.gov Catalog — Machinery Manufacturing Datasets
title · description · publisher …+2 more
JMTBA machine tool statistics Japan data
jusuke sōgaku (total orders received) · uchinaiju (domestic demand) · gaiju (foreign demand) …+3 more
Kaggle: NASA Turbofan Jet Engine (C-MAPSS)
Made-in-China.com
product_title · price_range_usd · moq …+5 more
NBER-CES Manufacturing Industry Database
naics · year · emp …+9 more
Every listing shows the field dictionary, sample rows, and coverage before you commit. API, files, or your warehouse. Daily, weekly, or hourly.
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