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Design of a Vibration Data Acquisition System for a Structural Health Monitoring Test Bench

dc.contributor.advisorDíaz Blanco, Ignacio 
dc.contributor.advisorGarcía Pérez, Diego 
dc.contributor.authorArnaiz Burgueño, Roberto
dc.contributor.otherESCUELA POLITECNICA DE INGENIERIA DE GIJONspa
dc.date.accessioned2019-06-26T06:17:16Z
dc.date.available2019-06-26T06:17:16Z
dc.date.issued2019-06-25
dc.identifier.urihttp://hdl.handle.net/10651/51424
dc.descriptionTFG dirigido en el equipo de investigación GSDPI http://isa.uniovi.es/GSDPIspa
dc.description.abstractStructural Health Monitoring (SHM) is a methodology in development that aims to achieve the autonomous supervision of engineering structures. In this project, which is meant to be a contribution for the implementation of this methodology in industrial processes, a whole SHM test bench has been designed. This test bench consists of a steel bar, which is the structure under study, fixed to a metallic support, an excitation system that provokes vibrations on the bar and a data acquisition system that captures the induced vibrations by means of three accelerometers and processes and organizes the data to store it next. All this process has been automated with the help of the NI USB 6356 data acquisition board and Matlab scripts. In addition, Intelligent Data Analysis (IDA) applied to fault detection and diagnosis has been used to analyze the acquired data in order to make statements about the structural health of the studied system by means of Machine Learning algorithms.spa
dc.description.sponsorshipActividad realizada en el marco del proyecto DPI2015-69891-C2-2-R, financiada por el Ministerio de Economía y Competitividad (MINECO), Programa Estatal de I+D+i Orientada a los Retos de la Sociedad y por el Fondo Europeo de Desarrollo Regional (FEDER) "Una manera de hacer Europa"spa
dc.format.extent98 p.spa
dc.language.isoengspa
dc.relation.ispartofseriesGrado en Ingeniería Electrónica Industrial y Automática
dc.rightsCC Reconocimiento - No comercial - Sin obras derivadas 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectstructural health monitoringspa
dc.subjectmachine learningspa
dc.subjecttest benchspa
dc.subjectdatasetspa
dc.titleDesign of a Vibration Data Acquisition System for a Structural Health Monitoring Test Benchspa
dc.typebachelor thesisspa
dc.rights.accessRightsopen access


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CC Reconocimiento - No comercial - Sin obras derivadas 4.0 Internacional
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