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Automatic classification and permittivity estimation of glycerin solutions using a dielectric resonator sensor and machine learning techniques
dc.contributor.author | Monteagudo Honrubia, Miguel | es-ES |
dc.contributor.author | Herraiz Martínez, Francisco Javier | es-ES |
dc.contributor.author | Matanza Domingo, Javier | es-ES |
dc.date.accessioned | 2024-03-04T15:30:25Z | |
dc.date.available | 2024-03-04T15:30:25Z | |
dc.date.issued | 2023-07-13 | es_ES |
dc.identifier.uri | http://hdl.handle.net/11531/87541 | |
dc.description | Capítulos en libros | es_ES |
dc.description.abstract | es-ES | |
dc.description.abstract | This paper presents the application of a dielectric resonator sensor to characterize glycerin solutions. Air and nine different concentrations were measured within a relative permittivity range from 1 to 78.3. Principal Component Analysis (PCA) and Support Vector Machine (SVM) were used to perform automatic classification with an 100 accuracy and the regression of both concentration and permittivity with a RMSE of 0.34 and 0.287 respectively. | en-GB |
dc.format.mimetype | application/pdf | es_ES |
dc.language.iso | en-GB | es_ES |
dc.publisher | IEEE Instrumentation and Measurement Society; Universiti Kuala Lumpur; Universiti Teknologi Malaysia (Kuala Lumpur, Malasia) | es_ES |
dc.rights | es_ES | |
dc.rights.uri | es_ES | |
dc.source | Libro: IEEE International Instrumentation and Measurement Technology Conference - I2MTC 2023, Página inicial: 1-5, Página final: | es_ES |
dc.subject.other | Instituto de Investigación Tecnológica (IIT) | es_ES |
dc.title | Automatic classification and permittivity estimation of glycerin solutions using a dielectric resonator sensor and machine learning techniques | es_ES |
dc.type | info:eu-repo/semantics/bookPart | es_ES |
dc.description.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | es_ES |
dc.keywords | es-ES | |
dc.keywords | Dielectric resonator, microwave sensor, machine learning, dielectric characterization, glycerin purification | en-GB |
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