An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration
Flávio Miguel Varejão, Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Alexandre Rodrigues
Topics & Concepts
Fault (geology)Benchmark (surveying)Similarity (geometry)Computer scienceSubmarine pipelineTask (project management)Machine learningMeasure (data warehouse)Submersible pumpArtificial intelligenceSampling (signal processing)Data miningEngineeringMarine engineeringSystems engineeringComputer visionImage (mathematics)GeologyGeographyGeodesyGeotechnical engineeringSeismologyFilter (signal processing)Oil and Gas Production TechniquesMachine Fault Diagnosis TechniquesEngineering Diagnostics and Reliability