2010 Lab: Nominal and Ballscrew Jam Fault Diagnostic and Prognostic Data

NASA Ames Laboratory data from September 2010 focuses on mechanical fault diagnostics and prognostics. The dataset likely contains images of nominal and faulty ballscrew conditions for analysis. It was published by the National Aeronautics and Space Administration and last updated in March 2026.

Use Cases

• Train image-based fault classification models based on nominal and jammed ballscrew states.
• Develop prognostic algorithms for remaining useful life estimation based on fault progression imagery.
• Benchmark diagnostic models for mechanical component failure based on labeled fault images.
• Study the visual signatures of ballscrew jamming events for condition monitoring.

Strengths

• Data originates from NASA, a highly authoritative source for aerospace engineering.
• Focuses on a specific, industrially relevant mechanical fault (ball screw jam).
• Last updated date is explicitly recorded as 2026-03-13.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

National Aeronautics and Space Administration (NASA)

Collection Method

Laboratory experiment data, likely from the Ames Research Center.

Time Range

Data from September 2010.

Freshness

Last updated 2026-03-13 20:30:25.344902; freshness should be verified

Geography

null