{"url":"/dataset/plc-data-2","name":"PLC_data_2","full_name":null,"description_markdown":"More complex PLC dataset, the states each have a unique combination of feature values indicating a state start.   \r\nThis leads to less precise cycle cutting due to our logic only considering one cyclic signal.   \r\nFor this reason this part of the code is still in development.   \r\nThe noise is generated by inducing random values.   \r\nSignals: 26  \r\nStates: 15  \r\nCycles: 400  \r\nNoise [%]: 10  \r\nColumn names: ['Timestamp', 'Signal 1', 'Signal 2', 'Signal 3', 'Signal 4', 'Signal 5', 'Signal 6', 'Signal 7', 'Signal 8', 'Signal 9', 'Signal 10', 'Signal 11', 'Signal 12', 'Signal 13', 'Signal 14', 'Signal 15',  \r\n'Signal 16', 'Signal 17', 'Signal 18', 'Signal 19', 'Signal 20', 'Signal 21', 'Signal 22', 'Signal 23', 'Signal 24', 'Signal 25', 'Signal 26', 'Cycle', 'State']  \r\nData shape: (178267, 29)  \r\nCycle Time: 147.2","description_withheld":null,"homepage":"https://github.com/gramj/information_based_preprocessing","introduced_date":"2023-07-28","introduced_date_note":null,"introduced_by":{"paper":"/paper/information-based-preprocessing-of-plc-data","title":"Information-based Preprocessing of PLC Data for Automatic Behavior Modeling","first_author":"Brandon K. Sai","url":null},"license":{"name":"GNU LESSER GENERAL PUBLIC LICENSE","url":"https://www.gnu.org/licenses/gpl-3.0.en.html"},"modalities":[],"tasks":[],"languages":[],"variants":["PLC_data_2"],"data_loaders":[],"num_papers_in_archive":1,"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":"2026-09-24T18:15:14+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."}