{"data":{"id":"10.25824/redu/z5ydtc","type":"dois","attributes":{"doi":"10.25824/redu/z5ydtc","prefix":"10.25824","suffix":"redu/z5ydtc","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Almeida, Iago Oliveira de","nameType":"Personal","givenName":"Iago Oliveira de","familyName":"Almeida","affiliation":["Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Mecânica"],"nameIdentifiers":[]},{"name":"Daniel, Gregory Bregion","nameType":"Personal","givenName":"Gregory Bregion","familyName":"Daniel","affiliation":["Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Mecânica"],"nameIdentifiers":[]}],"titles":[{"title":"LAMAR dataset: run-to-failure experiments on rolling bearings"}],"publisher":"Repositório de Dados de Pesquisa da Unicamp","container":{},"publicationYear":2026,"subjects":[{"subject":"Engineering"},{"subject":"Data-driven"},{"subject":"Rolling bearings"},{"subject":"Run-to-failure"},{"subject":"Rotor dynamic failures"},{"subject":"Experimental measurements"},{"subject":"Bearings (Machinery)","subjectScheme":"DLC (LCSH)"}],"contributors":[{"name":"Almeida, Iago Oliveira de","nameType":"Personal","givenName":"Iago Oliveira de","familyName":"Almeida","affiliation":["Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Mecânica"],"contributorType":"ContactPerson","nameIdentifiers":[]},{"name":"Daniel, Gregory Bregion","nameType":"Personal","givenName":"Gregory Bregion","familyName":"Daniel","affiliation":["Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Mecânica"],"contributorType":"ContactPerson","nameIdentifiers":[]}],"dates":[{"date":"2026-04-14","dateType":"Submitted"},{"date":"2026-07-30","dateType":"Available"},{"date":"2026-07-30","dateType":"Updated"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["2659551699","3029933426","3040906903","2980698076","3075292817","7661189"],"formats":["application/zip","application/zip","application/zip","application/zip","application/zip","application/pdf"],"version":"1.0","rightsList":[{"rightsUri":"info:eu-repo/semantics/openAccess"},{"rights":"Creative Commons Attribution Non Commercial 4.0 International","rightsUri":"https://creativecommons.org/licenses/by-nc/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-nc-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The dataset was collected at the Rotating Machinery Laboratory (LAMAR from Portuguese, Laboratório de Máquinas Rotativas) in the School of Mechanical Engineering at the State University of Campinas. It provides experimental run-to-failure data of rolling bearings operating under controlled conditions. The main contribution of this dataset lies in providing high-quality degradation trajectories suitable for the development and validation of data-driven approaches for condition monitoring, fault diagnosis, and remaining useful life (RUL) prediction. The dataset comprises vibration measurements from multiple experimental tests, encompassing different degradation dynamics and failure behaviors commonly encountered in rotating machinery applications.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[{"funderName":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","awardNumber":"CAPES: 88887.807656/2023-00"},{"funderName":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","awardNumber":"CNPq: 307258/2025-4"}],"xml":"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