{"data":{"id":"10.5281/zenodo.19370391","type":"dois","attributes":{"doi":"10.5281/zenodo.19370391","prefix":"10.5281","suffix":"zenodo.19370391","identifiers":[{"identifier":"oai:zenodo.org:19370391","identifierType":"oai"}],"alternateIdentifiers":[{"alternateIdentifierType":"oai","alternateIdentifier":"oai:zenodo.org:19370391"}],"creators":[{"name":"Rainer, Wanderson","nameType":"Personal","givenName":"Wanderson","familyName":"Rainer","affiliation":["Faculdade de Tecnologia SENAI Ítalo Bologna","Pontifícia Universidade Católica de Goiás"],"nameIdentifiers":[{"nameIdentifier":"0000-0002-6724-2296","nameIdentifierScheme":"ORCID"}]},{"name":"Márcio Rodrigues da Cunha Reis","nameType":"Personal","familyName":"Márcio Rodrigues da Cunha Reis","affiliation":["Instituto Federal de Goiás"],"nameIdentifiers":[{"nameIdentifier":"0000-0002-5555-7389","nameIdentifierScheme":"ORCID"}]},{"name":"Weslley Moura Oliveira Fernandes","nameType":"Personal","familyName":"Weslley Moura Oliveira Fernandes","affiliation":["Fundação Aroeira"],"nameIdentifiers":[{"nameIdentifier":"0009-0004-7220-3832","nameIdentifierScheme":"ORCID"}]}],"titles":[{"title":"Time-Stamped Electro-Thermal Measurements and Trip Events for Jirau Hydroelectric Generating Units"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-04-01","dateType":"Issued"},{"date":"2023-12-09","dateType":"Collected"},{"date":"2025-06-28","dateType":"Collected"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsPartOf","relatedIdentifier":"10.23919/AEIT67669.2025.11218084","resourceTypeGeneral":"Text","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.19370390","relatedIdentifierType":"DOI"}],"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":"This dataset contains time-stamped electro-thermal measurements and trip event records from hydroelectric generating units at the Jirau Hydroelectric Power Plant, covering the period from 2023 to 2025.\n\nThe dataset was collected and organized within the scope of the SMARTUG Project, entitled “Development of a Smart Online Monitoring and Fault Diagnosis System for Cooling Fans of Generating Units”, under ANEEL R\u0026D Code PD-06631-0016-2023, developed in partnership with Jirau Energia and Fundação Aroeira. The dataset construction is directly associated with the research and development activities carried out in this project, aiming to support scientific studies on condition monitoring, predictive maintenance, fault diagnosis, and early warning systems for hydroelectric generating units.\n\nThe data were extracted from the PI System and include time series of operational electro-thermal variables, such as frequency, active power, reactive power, phase current, and temperature measurements associated with relevant components of the cooling system and stator. Specifically, the temperature-related variables include measurements from the heat exchanger, radiator, stator slots, stator windings, and stator core. In addition, the dataset includes a complementary event file containing time-stamped shutdown/trip occurrences and their corresponding operational classifications.\n\nThe dataset is composed of two main files: (i) a time-series file containing electro-thermal operational measurements of the generating units, and (ii) an event log file containing trip occurrences associated with timestamps and unit identifiers. Together, these files enable the investigation of thermal and electrical behavior preceding trip events, as well as the development and validation of data-driven and machine learning approaches for anomaly detection and fault prediction in hydropower generation systems.\n\nAll data are strictly technical and instrumental in nature. The dataset does not contain personal data, financial information, or sensitive strategic information. It was structured exclusively for academic and scientific purposes, with emphasis on reproducibility, transparency, and the dissemination of applied research results generated in the SMARTUG Project.\n\nThis work was supported by Jirau Energia and Fundação Aroeira through the R\u0026D Program regulated by ANEEL (Agência Nacional de Energia Elétrica) under Code PD-06631-0016-2023.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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