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Conference Paper: Neural network controller for switching power converters

TitleNeural network controller for switching power converters
Authors
Issue Date1993
Citation
Pesc Record - Ieee Annual Power Electronics Specialists Conference, 1993, p. 887-892 How to Cite?
AbstractSince switching power converters behave highly nonlinear, conventional controllers are incapable of obtaining good dynamical performance. This paper addresses to utilize a neural netwoks as an adaptive feedforward controller as well as another neural network as an emulator for switching dc-dc converters. The simulation results show that this neural network control system can provide good dynamic responses even under high-frequency pulsed supply voltage and high-frequency pulsed reference signal.
Persistent Identifierhttp://hdl.handle.net/10722/158127
ISSN

 

DC FieldValueLanguage
dc.contributor.authorChan, HauChuenen_US
dc.contributor.authorChau, KTen_US
dc.contributor.authorChan, CCen_US
dc.date.accessioned2012-08-08T08:58:10Z-
dc.date.available2012-08-08T08:58:10Z-
dc.date.issued1993en_US
dc.identifier.citationPesc Record - Ieee Annual Power Electronics Specialists Conference, 1993, p. 887-892en_US
dc.identifier.issn0275-9306en_US
dc.identifier.urihttp://hdl.handle.net/10722/158127-
dc.description.abstractSince switching power converters behave highly nonlinear, conventional controllers are incapable of obtaining good dynamical performance. This paper addresses to utilize a neural netwoks as an adaptive feedforward controller as well as another neural network as an emulator for switching dc-dc converters. The simulation results show that this neural network control system can provide good dynamic responses even under high-frequency pulsed supply voltage and high-frequency pulsed reference signal.en_US
dc.languageengen_US
dc.relation.ispartofPESC Record - IEEE Annual Power Electronics Specialists Conferenceen_US
dc.titleNeural network controller for switching power convertersen_US
dc.typeConference_Paperen_US
dc.identifier.emailChau, KT:ktchau@eee.hku.hken_US
dc.identifier.authorityChau, KT=rp00096en_US
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.scopuseid_2-s2.0-0027867379en_US
dc.identifier.spage887en_US
dc.identifier.epage892en_US
dc.publisher.placeUnited Statesen_US
dc.identifier.scopusauthoridChan, HauChuen=36842420200en_US
dc.identifier.scopusauthoridChau, KT=7202674641en_US
dc.identifier.scopusauthoridChan, CC=7404813179en_US

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