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Fault Detection datasets

archive 2025-07-28

7 datasets carry the task tag "Fault Detection" (the task itself: Fault Detection), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Fault Detection datasets 1–7 of 7

PRONOSTIA Bearing Dataset

The PRONOSTIA (also called FEMTO) bearing dataset consists of 17 accelerated run-to-failures on a small bearing test rig.

Time series Remaining Useful Lifetime Estimation Fault Detection

6 papers · 0 benchmarks

Paderbone University Bearing Fault Benckmark

This paper presents a benchmark data set for condition monitoring of rolling bearings in combination with an extensive description of the corresponding bearing damage, the data set generation by experiments and results of datadriven…

Time series Time Series Analysis Time Series Anomaly Detection Fault Detection Fault localization

3 papers · 0 benchmarks

IMS Bearing Dataset

Bearing acceleration data from three run-to-failure experiments on a loaded shaft.

Time series Anomaly Detection Remaining Useful Lifetime Estimation Fault Detection

2 papers · 0 benchmarks

Unbalance Classification Using Vibration Data (Vibration Measurements on a Rotating Shaft at Different Unbalance Strengths)

This dataset contains vibration data recorded on a rotating drive train.

Time series Time Series Analysis Fault Detection

2 papers · 0 benchmarks

Centrifugal Pump Fault Detection

Time series Fault Detection

1 paper · 0 benchmarks

PRONTO (PRONTO heterogeneous benchmark dataset)

The PRONTO heterogeneous benchmark dataset is based on an industrial-scale multiphase flow facility.

Time series Unsupervised Anomaly Detection Fault Detection

1 paper · 1 benchmark

Sound-based drone fault classification using multitask learning

arxiv : https://arxiv.org/abs/2304.11708 Accepted at 29th International Congress on Sound and Vibration (ICSV29).

Classification Audio Classification Fault Detection

1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.

Fault Detection datasets

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Fault Detection datasets 1–7 of 7