Bearing

The Bearing dataset from NASA is used for prognostic technology development, addressing gaps in prognostic technologies for aeronautics and space exploration applications.

Associated TasksLikely Prognostics, Health Management
Data SourceReal
Dataset CharacteristicsInformation not available
Date DonatedInformation not available
Feature TypeInformation not available
LabeledLikely
Missing ValuesInformation not available
NameBearing
Number of FeaturesInformation not available
Number of InstancesInformation not available
SourceNASA Prognostic Data Repository
Time SeriesLikely

Description

The Bearing dataset is part of the Prognostics Center of Excellence (PCoE) at NASA Ames Research Center, which focuses on prognostic technology development for aeronautics and space exploration. The dataset likely includes real sensor data used for diagnostics and prognostics to improve system health management.

The PCoE umbrella supports prognostic technology gaps and research in various aerospace mission areas. This dataset supports research in developing predictive maintenance and health monitoring models for mechanical components like bearings, which are critical for reliable operations.

Specific details such as the number of instances, features, or exact task types are not available from the provided webpage content, but the context suggests that the dataset provides time-series sensor data related to bearing conditions for prognostic and diagnostic machine learning tasks.

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