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Application of Multivariate Image Analysis to Thermal Images for in line Monitoring of the Freeze-Drying Process

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Application of Multivariate Image Analysis to Thermal Images for in line Monitoring of the Freeze-Drying Process

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dc.contributor.author Colucci, Domenico es_ES
dc.contributor.author Prats-Montalban, José es_ES
dc.contributor.author Fissore, Davide es_ES
dc.contributor.author Ferrer Riquelme, Alberto es_ES
dc.date.accessioned 2019-02-13T07:45:16Z
dc.date.available 2019-02-13T07:45:16Z
dc.date.issued 2018-09-07
dc.identifier.isbn 9788490486887
dc.identifier.uri http://hdl.handle.net/10251/116661
dc.description.abstract [EN] A new Process Analytical Technology (PAT) has been developed and tested for on-line process monitoring of a vacuum freeze-drying process. The sensor uses an infrared camera to obtain thermal images of the ongoing process and multivariate image analysis (MIA) to extract the information after automatic detection and segmentation of the region corresponding to the product in every vial. A reference model was built, using the information of six batches, and different kind of anomalous events, involving either single vials in the batch or the whole batch, were simulated to test the capacity of the MIA-based monitoring system to promptly identify them. es_ES
dc.format.extent 8 es_ES
dc.language Inglés es_ES
dc.publisher Editorial Universitat Politècnica de València es_ES
dc.relation.ispartof IDS 2018. 21st International Drying Symposium Proceedings es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Drying es_ES
dc.subject Dehydration es_ES
dc.subject Dewatering es_ES
dc.subject Emerging technologies es_ES
dc.subject Products quality es_ES
dc.subject Process control es_ES
dc.subject Environmental es_ES
dc.subject Evaporation es_ES
dc.subject Sublimation es_ES
dc.subject Diffusion es_ES
dc.subject Energy es_ES
dc.subject Intensification es_ES
dc.subject Freeze-drying es_ES
dc.subject Monitoring es_ES
dc.subject Infrared image es_ES
dc.subject Multivariate image analysis es_ES
dc.title Application of Multivariate Image Analysis to Thermal Images for in line Monitoring of the Freeze-Drying Process es_ES
dc.type Capítulo de libro es_ES
dc.type Comunicación en congreso es_ES
dc.identifier.doi 10.4995/IDS2018.2018.7558
dc.rights.accessRights Abierto es_ES
dc.description.bibliographicCitation Colucci, D.; Prats-Montalban, J.; Fissore, D.; Ferrer Riquelme, A. (2018). Application of Multivariate Image Analysis to Thermal Images for in line Monitoring of the Freeze-Drying Process. En IDS 2018. 21st International Drying Symposium Proceedings. Editorial Universitat Politècnica de València. 163-170. https://doi.org/10.4995/IDS2018.2018.7558 es_ES
dc.description.accrualMethod OCS es_ES
dc.relation.conferencename 21st International Drying Symposium es_ES
dc.relation.conferencedate Septiembre 11-14,2018 es_ES
dc.relation.conferenceplace Valencia, Spain es_ES
dc.relation.publisherversion http://ocs.editorial.upv.es/index.php/IDS/ids2018/paper/view/7558 es_ES
dc.description.upvformatpinicio 163 es_ES
dc.description.upvformatpfin 170 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.pasarela OCS\7558 es_ES


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