Buck Converter Capacitor ESR Fault Detection Data

A dataset for detecting capacitor Equivalent Series Resistance (ESR) faults in buck converter circuits. Published on Kaggle, it likely contains sensor measurements or derived features from converter operation. The author, organization, and temporal coverage are unknown.

Use Cases

• Train a classifier to identify capacitor health states from operational signals (inferred from domain, verify after download)
• Develop anomaly detection algorithms for power supply failure prediction (inferred from domain, verify after download)
• Benchmark feature extraction methods for time-series data from switching converters (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a platform with established data sharing practices.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and column definitions are unknown, limiting suitability assessment.
• License and author information are absent.

Provenance

Source

Kaggle

Collection Method

Unknown

Time Range

Unknown

Freshness

Last updated date is unknown; freshness unverified.

Geography

Unknown