{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","ddi-stats":"http://rdf-vocabulary.ddialliance.org/cv/SummaryStatisticType/2.1.2/","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","samplingRate":"cr:samplingRate","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.1","name":"Replication Data for: Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads","url":"https://doi.org/10.18710/ZN1LPD","creator":[{"@type":"Person","givenName":"Nam-Du","familyName":"Nguyen-Hoang","affiliation":{"@type":"Organization","name":"University of Agder"},"sameAs":"https://orcid.org/0000-0001-8104-7553","@id":"https://orcid.org/0000-0001-8104-7553","identifier":"https://orcid.org/0000-0001-8104-7553","name":"Nguyen-Hoang, Nam-Du"},{"@type":"Person","givenName":"Van Khang","familyName":"huynh","affiliation":{"@type":"Organization","name":"University of Agder"},"sameAs":"https://orcid.org/0000-0002-0480-6859","@id":"https://orcid.org/0000-0002-0480-6859","identifier":"https://orcid.org/0000-0002-0480-6859","name":"huynh, Van Khang"},{"@type":"Person","givenName":"Kjell G.","familyName":"Robbersmyr","affiliation":{"@type":"Organization","name":"University of Agder"},"sameAs":"https://orcid.org/0000-0001-9578-7325","@id":"https://orcid.org/0000-0001-9578-7325","identifier":"https://orcid.org/0000-0001-9578-7325","name":"Robbersmyr, Kjell G."}],"description":"PMSM data is used to replicate the results of the paper \"Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads.\" Fault type: low-severity ITSC 2-6%, local demagnetization and mixed fault.","keywords":["Computer and Information Science","Engineering","Condition monitoring"],"license":"http://creativecommons.org/publicdomain/zero/1.0","datePublished":"2026-03-18","dateModified":"2026-06-17","includedInDataCatalog":{"@type":"DataCatalog","name":"DataverseNO","url":"https://dataverse.no"},"publisher":{"@type":"Organization","name":"DataverseNO"},"version":"2.1","citeAs":"@data{ZN1LPD_2026,author = {Nguyen-Hoang, Nam-Du and huynh, Van Khang and Robbersmyr, Kjell G.},publisher = {DataverseNO},title = {Replication Data for: Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads},year = {2026},url = {https://doi.org/10.18710/ZN1LPD}}","citation":[{"@type":"CreativeWork","name":"Nguyen, D., Huynh, V. K. & Robbersmyr, K. G. (2025). Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads. 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