{"data":{"id":"10.21227/1wfc-ek72","type":"dois","attributes":{"doi":"10.21227/1wfc-ek72","prefix":"10.21227","suffix":"1wfc-ek72","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Jianwen Yan","nameType":"Personal","givenName":"Jianwen","familyName":"Yan","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"\"#0 Fault Training Data\""}],"publisher":"IEEE DataPort","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"\"The #0 Fault Training Data represents the normal or baseline operating condition of the monitored system and is used as the reference class for fault diagnosis model training. This dataset contains sensor signals collected under stable operating conditions, where no obvious fault, abnormal vibration, impact, or degradation phenomenon was observed during the acquisition process. The collected signals reflect the intrinsic dynamic response of the equipment during healthy operation and provide essential reference features for distinguishing faulty states from normal states. \u0026nbsp;During data acquisition, multiple sensor channels were recorded synchronously to capture complementary information from different measurement positions or signal sources. The raw signals were preprocessed through data cleaning, segmentation, normalization, and sample labeling to construct standardized training samples. Each sample in this category is assigned the label \\u201c0\\u201d, indicating the non-fault condition. These samples are mainly used to\"","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://ieee-dataport.org/documents/0-fault-training-data","contentUrl":null,"metadataVersion":0,"schemaVersion":null,"source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-06-16T08:48:55.000Z","registered":"2026-06-16T08:48:56.000Z","published":"2026","updated":"2026-06-16T08:48:56.000Z"},"relationships":{"client":{"data":{"id":"ieee.dataport","type":"clients"}},"provider":{"data":{"id":"ieee","type":"providers"}},"media":{"data":{"id":"10.21227/1wfc-ek72","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[]}}}}