{"url":"/dataset/ims-bearing-dataset","name":"IMS Bearing Dataset","full_name":null,"description_markdown":"Bearing acceleration data from three run-to-failure experiments on a loaded shaft. The data set was provided by the Center for Intelligent Maintenance Systems (IMS), University of Cincinnati.","description_withheld":null,"homepage":"https://ti.arc.nasa.gov/tech/dash/groups/pcoe/prognostic-data-repository/#bearing","introduced_date":"2022-01-01","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Anomaly Detection","url":"/task/anomaly-detection","datasets_with_task":"/datasets/task/anomaly-detection"},{"name":"Remaining Useful Lifetime Estimation","url":"/task/remaining-useful-lifetime-estimation","datasets_with_task":"/datasets/task/remaining-useful-lifetime-estimation"},{"name":"Fault Detection","url":"/task/fault-detection","datasets_with_task":"/datasets/task/fault-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["IMS Bearing Dataset"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}