{"id":"5hcdd3tdvb","doi":{"id":"10.17632/5hcdd3tdvb.6","status":"allocated","prefix":"10.17632"},"name":"Ball Bearing Vibration, and Temperature Run-to-Failure Dataset","description":"This data includes vibration data according to the time from when the bearing is normal to when it is failed.\n\nThe bearing was rotated at a constant speed of 1770 RPM ~ 1780 RPM until bearing failure (operated for 5 minutes, and operated for 15 minutes with rest). The accelerated bearing life test was terminated when the bearing temperature exceeded 85 °C (Celsius) and the vibration value exceeded 9 m/s^2.\n\nFor the accelerated life test, an axial load of 300 kg (2.94 kN) and a vertical load of 600 kg (5.88 kN) were applied to the ball bearing.\n\nDue to capacity issues, data were extracted and published at hourly intervals.\n\n\n* Descriptions of the dataset\n- Data files are organized in hourly intervals (129 CSV files in \"Vibration_Bearing_RuntoFailure.zip\").\n- Each data file consists of 4 columns (\"vibration (x-axis)\", \"vibration (y-axis)\", \"temperature (bearing)\", \"temperature (Atmospheric)\").\n- Vibration data are acquired at a sampling rate of 25.6 kHz, and the data length is 78.125 seconds (vibration sensor model: PCB 352C34).\n- Temperature data are acquired at a sampling rate of 25.6 kHz, and the data length is 78.125 seconds (temperature sensor model: Thermocouple K-Type).\n\n* Details about the experiment\nOperating period: 2022.06.20 17:00 ~ 2022.06.26 01:00 (128 hours)\nRotating speed: 1770 RPM ~ 1780 RPM\nAxial load of 300 kg: (2.94 kN) \nVertical load of 600 kg: (5.88 kN)\n\n* Ball Bearing specifications\nModel: NSK 6205 Ball Bearing (steel-sealing)\nInside diameter: 25mm\nOutside diameter: 52 mm\nWidth: 15 mm\nCage type: Steel\nMaximum Rotational Speed: 13000 RPM\nBasic dynamic load rating: 1509 kg (14.8 kN)\nBasic static load rating: 795 kg (7.8 kN)\n\nFor more information, please check it via 'Data in Brief'.\nsite: https://www.sciencedirect.com/journal/data-in-brief\ntitle: Vibration, and Temperature Run-to-Failure Dataset of Ball Bearing for Prognostics","version":6,"contributors":[{"institution":{"name":"Korea Advanced Institute of Science and Technology"},"contribution":"Conceptualization, Methodology, Software, Writing – Original Draft","profile_id":"be9021e7-9225-34de-9c7a-b3f235142bc9","first_name":"Wonho","last_name":"Jung"},{"institution":{"name":"Korea Advanced Institute of Science and Technology"},"contribution":"Data curation, Validation, Visualization, Investigation","profile_id":"e54eb61e-7dc4-3229-842f-5b6fe0eb5f83","first_name":"SungHyun","last_name":"Yun"},{"institution":{"name":"Korea Advanced Institute of Science and Technology"},"contribution":"Data curation","first_name":"Junho","last_name":"Kim"},{"institution":{"name":"Korea Advanced Institute of Science and Technology"},"contribution":"Funding acquisition, Writing - Review & Editing","profile_id":"a5760236-44e4-3141-b178-6f0694324ed0","first_name":"Yong-Hwa","last_name":"Park"}],"files":[{"filename":"Vibration_Bearing_RuntoFailure.zip","id":"0a5cea77-da64-4658-8062-c33f4f68a5e2","content_details":{"id":"bb734ad5-ed42-41f5-b5b3-50e15351b537","sha256_hash":"7deeafed7334ed18b4da552075ef73391c15bc6b206dcdf6c0c7ec3e4e2657c6","content_type":"application/x-zip-compressed","size":4325053806,"created_date":"2023-03-27T06:57:09.145Z","download_url":"https://data.mendeley.com/public-files/datasets/5hcdd3tdvb/files/0a5cea77-da64-4658-8062-c33f4f68a5e2/file_downloaded","view_url":"https://data.mendeley.com/public-files/datasets/5hcdd3tdvb/files/0a5cea77-da64-4658-8062-c33f4f68a5e2/file_viewed","download_expiry_time":"2126-09-17T15:05:53.945364306Z"},"metrics":{"downloads":0,"previews":0},"size":4325053806,"status":"COMPLETED"}],"versions":[{"version":6,"available":true,"publish_date":"2024-02-28T18:56:37.492Z"},{"version":5,"available":true,"publish_date":"2023-06-22T06:25:25.092Z"},{"version":4,"available":true,"publish_date":"2023-03-31T06:30:30.169Z"},{"version":3,"available":true,"publish_date":"2023-03-29T08:16:54.217Z"},{"version":2,"available":true,"publish_date":"2023-03-28T16:32:28.644Z"},{"version":1,"available":true,"publish_date":"2023-03-27T14:03:50.333Z"}],"articles":[],"categories":[{"id":"data.elsevier.com/vocabulary/OmniScience/Concept-252589261","label":"Vibration (Acoustics)"},{"id":"data.elsevier.com/vocabulary/OmniScience/Concept-252925018","label":"Temperature"},{"id":"data.elsevier.com/vocabulary/OmniScience/Concept-253136908","label":"Ball Bearing"},{"id":"data.elsevier.com/vocabulary/OmniScience/Concept-253439087","label":"Fatigue Life"}],"institutions":[{"id":"29c00dec-afef-5d7e-bb68-be15b0eb1384","name":"Korea Advanced Institute of Science and Technology","ror_id":"https://ror.org/05apxxy63"}],"metrics":{"views":0,"file_downloads":0,"file_previews":0},"available":true,"method":"","size":4325053806,"owner":{"institution":{"name":"Korea Advanced Institute of Science and Technology"},"contribution":"Conceptualization, Methodology, Software, Writing – Original Draft","profile_id":"be9021e7-9225-34de-9c7a-b3f235142bc9","first_name":"Wonho","last_name":"Jung"},"channel":"WEB","owner_id":"be9021e7-9225-34de-9c7a-b3f235142bc9","publish_date":"2024-02-28T18:56:37.492Z","data_licence":{"id":"01d9c749-3c4d-4431-9df3-620b2dcfe144","description":"You can share, copy and modify this dataset so long as you give appropriate credit, provide a link to the CC BY license, and indicate if changes were made, but you may not do so in a way that suggests the rights holder has endorsed you or your use of the dataset. Note that further permission may be required for any content within the dataset that is identified as belonging to a third party.","url":"http://creativecommons.org/licenses/by/4.0","category":"Creative","short_name":"CC BY 4.0","full_name":"Creative Commons Attribution 4.0 International"},"related_links":[],"funders":[],"customer_id":"7377952c-6404-4428-bbfc-77242cfc301e","modified_on":"2024-02-28T05:58:36.646Z","created_on":"2023-03-27T05:33:55.392Z","confidential":false,"links":{"view":"https://data.mendeley.com/datasets/5hcdd3tdvb"},"repository":{"id":"MENDELEY_DATA","name":"Mendeley Data"}}