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Generation of new power processing structures exploiting genetic programming
dc.contributor.author | Doménech Asensi, Ginés | |
dc.contributor.author | Kazmierski, Tom J. | |
dc.date.accessioned | 2018-02-23T13:42:14Z | |
dc.date.available | 2018-02-23T13:42:14Z | |
dc.date.issued | 2017 | |
dc.identifier.citation | DOMÉNECH ASENSI, Ginés y KAZMIERSKI, Tom J. Generation of new power processing structures exploiting genetic programming. En: IEEE 26th International Symposium on Industrial Electronics. Edinburgh, United Kingdom. 19 - 21 Jun 2017. 6 pp. | es_ES |
dc.identifier.isbn | 9781509014125 | |
dc.description.abstract | This paper describes the use of genetic algorithms to generate power processing circuits. In order to speed up the algorithm, the fitness of the circuits is evaluated using an explicit integration method based on the 4th order Adams–Bashforth formula. Different combinations of genetic primitives for the crossover and mutation processes have been tested. The algorithm is demonstrated by generating new structures of voltage multipliers, which specifically focus on energy harvesting systems. These systems require low input voltages, usually under the diode threshold value. The Adams–Bashforth method allows to achieve a simulation time that is about five times faster than that of SPICE-based simulations. | es_ES |
dc.description.sponsorship | This work was partially funded by Spanish government project TEC2015-66878-C3-2-R (MINECO/FEDER, UE). | es_ES |
dc.format | application/pdf | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | IEEE | es_ES |
dc.rights | Atribución-NoComercial-SinDerivadas 3.0 España | * |
dc.rights | © Copyright 2017 IEEE | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ | * |
dc.title | Generation of new power processing structures exploiting genetic programming | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.subject | Evolutionary computation | es_ES |
dc.subject | Power processing circuit | es_ES |
dc.subject | Energy harvesting | es_ES |
dc.subject | Analog simulation | es_ES |
dc.identifier.uri | http://hdl.handle.net/10317/6608 | |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es_ES |
dc.type.version | info:eu-repo/semantics/submittedVersion | es_ES |
dc.relation.projectID | TEC2015-66878-C3-2-R | es_ES |
dc.subject.unesco | 2203 Electrónica | es_ES |
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