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A new concept to improve microwave heating uniformity through data-driven process modelling

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A new concept to improve microwave heating uniformity through data-driven process modelling

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dc.contributor.author Zhou, Jing es_ES
dc.contributor.author Li, Yingguang es_ES
dc.contributor.author Li, Di es_ES
dc.date.accessioned 2019-11-05T07:22:44Z
dc.date.available 2019-11-05T07:22:44Z
dc.date.issued 2019-10-15
dc.identifier.isbn 9788490487198
dc.identifier.uri http://hdl.handle.net/10251/130215
dc.description.abstract [EN] For a long time, the heating pattern of the workpiece within a multimode microwave oven was considered to be highly sophisticated. As a consequence, the uneven microwave heating problem can only be partly alleviated by a random movement between the electromagnetic field and the workpiece, like the rotating turntable or mode stirrers. In this paper, we reported that the heating behavior has a specific correspondence with the power ratio of multiple microwave sources under certain conditions. The influence factors of this relationship and the corresponding mechanisms were systematically studied by both theoretical analysis and experimental investigations. On this basis, a data-driven process model was introduced to learn the material’s dynamic temperature behaviors during microwave heating process, and a new concept to improve the microwave heating uniformity by temperature monitoring and active compensation was presented. es_ES
dc.description.sponsorship This project was supported by National Science and Technology Major Project of China (Grant no. 2017ZX04002001). es_ES
dc.format.extent 8 es_ES
dc.language Inglés es_ES
dc.publisher Editorial Universitat Politècnica de València es_ES
dc.relation National Major Science and Technology Projects of China/2017ZX04002001
dc.relation.ispartof AMPERE 2019. 17th International Conference on Microwave and High Frequency Heating es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Energy Production by Microwaves es_ES
dc.subject Microwave CVD es_ES
dc.subject EM Modelling es_ES
dc.subject Microwave Material interaction es_ES
dc.subject Dielectric Properties es_ES
dc.subject Dielectric Properties Measurement es_ES
dc.subject Solid State Microwave es_ES
dc.subject Microwave Processing es_ES
dc.subject Microwave Chemistry es_ES
dc.subject Microwave applicators design es_ES
dc.subject Temperature distribution es_ES
dc.subject Heating pattern es_ES
dc.subject Neural network es_ES
dc.title A new concept to improve microwave heating uniformity through data-driven process modelling es_ES
dc.type Capítulo de libro es_ES
dc.type Comunicación en congreso es_ES
dc.identifier.doi 10.4995/AMPERE2019.2019.9753
dc.rights.accessRights Abierto es_ES
dc.description.bibliographicCitation Zhou, J.; Li, Y.; Li, D. (2019). A new concept to improve microwave heating uniformity through data-driven process modelling. En AMPERE 2019. 17th International Conference on Microwave and High Frequency Heating. Editorial Universitat Politècnica de València. 301-308. https://doi.org/10.4995/AMPERE2019.2019.9753 es_ES
dc.description.accrualMethod OCS es_ES
dc.relation.conferencename Ampere 2019 es_ES
dc.relation.conferencedate Septiembre 09-12, 2019 es_ES
dc.relation.conferenceplace Valencia, Spain es_ES
dc.relation.publisherversion http://ocs.editorial.upv.es/index.php/AMPERE2019/AMPERE2019/paper/view/9753 es_ES
dc.description.upvformatpinicio 301 es_ES
dc.description.upvformatpfin 308 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.pasarela OCS\9753 es_ES
dc.contributor.funder National Major Science and Technology Projects of China


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