{"url":"/dataset/corbel","name":"CORBEL","full_name":"Conveyor belt pressure signal dataset)","description_markdown":"Dataset included measuring static tension under 2 kg load in different points \r\nof the CB and measurements in dynamic conditions. The latter conditions\r\npresumed the range of the linear belt speeds between\r\nnu_1 = 0.5 and nu_max = 1.7 m/s. 400 Hz unified sampling frequency for\r\nthe experiments. It corresponded with 140 samples.\r\n\r\nSignal is divided into fixed-length (points P) signals of\r\n0.2 s (80 points), 0.4 s (160 points), 0.8 s (320 points),\r\n1.6 s (640 points), 3.2 s (1280 points), and 5.0 s (2000\r\npoints).\r\n\r\nIn such for each length equivalent data points are avaible:\r\nSignal length (s), time points (#), Samples (#)\r\n0.2, 80, 384200\r\n0.4, 160, 368200\r\n0.8, 320, 336200\r\n1.6, 640, 272200\r\n3.2, 1280, 144200\r\n5.0, 2000, 200\r\n\r\nThe binary classification into loaded/no load task is investigated.","description_withheld":null,"homepage":"https://github.com/TadasZvirblis/CORBEL","introduced_date":"2022-07-19","introduced_date_note":null,"introduced_by":{"paper":"/paper/investigation-of-deep-learning-models-on","title":"Investigation of deep learning models on identification of minimum signal length for precise classification of conveyor rubber belt loads","first_author":"Tadas Žvirblis","url":null},"license":{"name":"MIT","url":"https://github.com/TadasZvirblis/CORBEL/blob/main/LICENSE"},"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["CORBEL"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/classification-on-corbel","task":"Classification","dataset_variant":"CORBEL","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"lstm","paper":"/paper/investigation-of-deep-learning-models-on","metrics":{"Accuracy":"0.72"},"code_links":[{"title":"TadasZvirblis/CORBEL","url":"https://github.com/TadasZvirblis/CORBEL"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/investigation-of-deep-learning-models-on","title":"Investigation of deep learning models on identification of minimum signal length for precise classification of conveyor rubber belt loads","date":"2022-07-19","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+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."}