{"id":19130343,"url":"https://github.com/mathworks/rollingelementbearingfaultdiagnosis-data","last_synced_at":"2026-06-08T07:30:24.070Z","repository":{"id":92436544,"uuid":"117294715","full_name":"mathworks/RollingElementBearingFaultDiagnosis-Data","owner":"mathworks","description":"Data set for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox","archived":false,"fork":false,"pushed_at":"2022-11-26T18:20:05.000Z","size":41609,"stargazers_count":36,"open_issues_count":1,"forks_count":27,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-03T11:11:59.378Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mathworks.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"license.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-01-12T22:41:36.000Z","updated_at":"2024-10-23T11:43:01.000Z","dependencies_parsed_at":"2023-03-12T17:00:24.642Z","dependency_job_id":null,"html_url":"https://github.com/mathworks/RollingElementBearingFaultDiagnosis-Data","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks%2FRollingElementBearingFaultDiagnosis-Data","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks%2FRollingElementBearingFaultDiagnosis-Data/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks%2FRollingElementBearingFaultDiagnosis-Data/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathworks%2FRollingElementBearingFaultDiagnosis-Data/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mathworks","download_url":"https://codeload.github.com/mathworks/RollingElementBearingFaultDiagnosis-Data/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240206981,"owners_count":19765039,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-09T06:10:23.561Z","updated_at":"2025-02-22T16:57:37.694Z","avatar_url":"https://github.com/mathworks.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# RollingElementBearingFaultDiagnosis-Data\nDataset for Rolling Element Bearing Fault Diagnosis example in Predictive Maintenance Toolbox.\n\nThe data is sourced from http://data-acoustics.com/measurements/bearing-faults/bearing-2/.\n\nThe data is provided under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-nc-sa/4.0/). Mathworks Inc. has obtained permission from the data owner [Eric Bechhoefer](mailto:eric@gpms-vt.com) to use the data for commercial purpose. Please contact the owner [Eric Bechhoefer](mailto:eric@gpms-vt.com) for any other commercial uses.\n\n## Instruction\nClick **'Clone or download'** button of the repository and select **'Download Zip'**. Save the zip file in the same directory as the example live script. Then run the live script.\n\n## Modification of the original data\nThe orginal dataset contains 6 folders:\n- 1 - Three Baseline Conditions\n- 2 - Three Outer Race Fault Conditions\n- 3 - Seven More Outer Race Fault Conditions\n- 4 - Seven Inner Race Fault Conditions\n- 5 - Analyses\n- 6 - Real World Examples\n\nThis repository only contains data of the first 4 folders. The data is re-organized and split into ```train_folder``` and ```test_folder```. For the full dataset, see http://data-acoustics.com/measurements/bearing-faults/bearing-2/.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathworks%2Frollingelementbearingfaultdiagnosis-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathworks%2Frollingelementbearingfaultdiagnosis-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathworks%2Frollingelementbearingfaultdiagnosis-data/lists"}