Application of artificial neural network in control of vector pulse-width modulation inverter

Show simple item record
dc.contributor.authorBrandštetter, Pavel
dc.contributor.authorSkotnica, Martin
dc.date.accessioned2007-08-14T08:08:30Z
dc.date.available2007-08-14T08:08:30Z
dc.date.issued1999
dc.description.abstract-enThis paper describes neural controller that performs optimal switching strategy of VSI-PWM inverter. The strategy is based on rearranging the order of inverter output vectors in order to reduce the number of switched tranzistors during one time period, which leads to reduced power losses in switch tranzistors. Controller consists of one feedforward and one recursive neural network interconnected with computational blocks. The weights and thresholds of both neural nets are constructed rather than trained and require no adaption during the control process, which allows for very efficient implementation of the controller on digital signal processor.en
dc.identifier.citationComputational Intelligence : Theory and Applications International Conference : 6th Fuzzy Days Dortmund, Germany, May 25-28, 1999. Proceedings. 1999, p. 220-224.en
dc.identifier.doi10.1007/3-540-48774-3_25
dc.identifier.isbn978-3-540-66050-7
dc.identifier.issn0302-9743
dc.identifier.issn1611-3349
dc.identifier.locationNení ve fondu ÚKen
dc.identifier.urihttp://hdl.handle.net/10084/61810
dc.identifier.wos000237352100025
dc.language.isoenen
dc.publisherSpringeren
dc.relation.ispartofseriesComputational Intelligence : Theory and Applications International Conference : 6th Fuzzy Days Dortmund, Germany, May 25-28, 1999. Proceedingsen
dc.relation.urihttp://dx.doi.org/10.1007/3-540-48774-3_25en
dc.titleApplication of artificial neural network in control of vector pulse-width modulation inverteren
dc.typearticleen

Files

Collections

Publikační činnost VŠB-TUO ve Web of Science / Publications of VŠB-TUO in Web of Science