About: Neural Model of Biomass Fired Boiler Emission Changes Caused by Grate Motion

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The problem of reducing harmful emissions produced in small-scale biomass fired boilers shortly after periodically performed grate movement is a part of project that is in general aimed at biomass combustion process investigations. Significant aim is to obtain such a boiler model quantifying dynamic impacts on the flue gas composition from those quantities which can be manipulated, or at least measured. After reducing these impacts, increase of the boiler efficiency will be the next goal in the search for an optimal control of small-scale biomass fired boilers. This paper shows ability of a neural network to extract mathematical dependencies from measured data even for very complex systems. Different types of neural network architecture are described in this paper and some results of modeling of CO, CO2 and NOx emission by the neural model of the biomass boiler are presented. The problem of reducing harmful emissions produced in small-scale biomass fired boilers shortly after periodically performed grate movement is a part of project that is in general aimed at biomass combustion process investigations. Significant aim is to obtain such a boiler model quantifying dynamic impacts on the flue gas composition from those quantities which can be manipulated, or at least measured. After reducing these impacts, increase of the boiler efficiency will be the next goal in the search for an optimal control of small-scale biomass fired boilers. This paper shows ability of a neural network to extract mathematical dependencies from measured data even for very complex systems. Different types of neural network architecture are described in this paper and some results of modeling of CO, CO2 and NOx emission by the neural model of the biomass boiler are presented. (en)
Title	Neural Model of Biomass Fired Boiler Emission Changes Caused by Grate Motion Neural Model of Biomass Fired Boiler Emission Changes Caused by Grate Motion (en)
skos:prefLabel	Neural Model of Biomass Fired Boiler Emission Changes Caused by Grate Motion Neural Model of Biomass Fired Boiler Emission Changes Caused by Grate Motion (en)
skos:notation	RIV/68407700:21220/09:00157218!RIV10-GA0-21220___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA101/07/1667)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Lepold, Martin Šulc, Bohumil Vrána, Stanislav Plaček, Viktor
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta strojní
http://linked.open...dnocenehoVysledku	329221
http://linked.open...ai/riv/idVysledku	RIV/68407700:21220/09:00157218
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	combustion; boiler; neural network; emissions (en)
http://linked.open.../riv/klicoveSlovo	combustion emissions neural network boiler
http://linked.open...ontrolniKodProRIV	[4C0FF038028A]
http://linked.open...v/mistoKonaniAkce	Stará Lesná
http://linked.open...i/riv/mistoVydani	Košice
http://linked.open...i/riv/nazevZdroje	Automatizácia a riadenie v teórii a praxi 2009
http://linked.open...in/vavai/riv/obor	JB
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Operation Secured Advanced Control of Thermal Heat and Power Plants
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Plaček, Viktor Vrána, Stanislav Šulc, Bohumil Lepold, Martin
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-03-04 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Technická Univerzita v Košiciach
https://schema.org/isbn	978-80-553-0146-4
http://localhost/t...ganizacniJednotka	21220

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