About: Using Predictive Models of Mean Monthly Flows for Operative Outflows Control from Large Open Reservoirs

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Conventional storage reservoir operations are mostly based on rules or rule curves. Both are built up on generalization of past water inflows represented by historical time series. Flow series are changing in the time of expected climate change. It is important to find a new intelligent operation methods of outflows from large open water reservoirs that would be allow to respond on undetermined conditions during climate change. The paper describes algorithm which has been created on idea of adaptive control theory. The adaptive control approach uses repeatedly generated medium-term water flow predictions on a several months ahead as inflows into the large open reservoirs. Values of control outflows are searched by evolution algorithm optimization methods. The objective function is descripted as the sum of squares deviations between required and actual controlled water outflow from open reservoir where objective function is minimized. Principles of the several predictive models of average monthly flows Conventional storage reservoir operations are mostly based on rules or rule curves. Both are built up on generalization of past water inflows represented by historical time series. Flow series are changing in the time of expected climate change. It is important to find a new intelligent operation methods of outflows from large open water reservoirs that would be allow to respond on undetermined conditions during climate change. The paper describes algorithm which has been created on idea of adaptive control theory. The adaptive control approach uses repeatedly generated medium-term water flow predictions on a several months ahead as inflows into the large open reservoirs. Values of control outflows are searched by evolution algorithm optimization methods. The objective function is descripted as the sum of squares deviations between required and actual controlled water outflow from open reservoir where objective function is minimized. Principles of the several predictive models of average monthly flows (en)
Title	Using Predictive Models of Mean Monthly Flows for Operative Outflows Control from Large Open Reservoirs Using Predictive Models of Mean Monthly Flows for Operative Outflows Control from Large Open Reservoirs (en)
skos:prefLabel	Using Predictive Models of Mean Monthly Flows for Operative Outflows Control from Large Open Reservoirs Using Predictive Models of Mean Monthly Flows for Operative Outflows Control from Large Open Reservoirs (en)
skos:notation	RIV/00216305:26110/14:PU109506!RIV15-MSM-26110___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(EE2.3.30.0039), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Starý, Miloš Marton, Daniel Menšík, Pavel
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	Vysoké učení technické v Brně / Fakulta stavební
http://linked.open...dnocenehoVysledku	52474
http://linked.open...ai/riv/idVysledku	RIV/00216305:26110/14:PU109506
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Adaptive, Evolution algorithms, Large open reservoir, Operative control, Optimization, Predictive model, Storage function (en)
http://linked.open.../riv/klicoveSlovo	Predictive model Optimization Adaptive Evolution algorithms Large open reservoir Operative control Storage function
http://linked.open...ontrolniKodProRIV	[D084992901F9]
http://linked.open...v/mistoKonaniAkce	Granada
http://linked.open...i/riv/mistoVydani	Spain, Granada
http://linked.open...i/riv/nazevZdroje	Proceedings ITISE 2014, International work-conference on Time Series
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Excellent young researcher at BUT
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Marton, Daniel Menšík, Pavel Starý, Miloš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-06-25 (xsd:date)
number of pages	13 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Copicentro Granada S.L
https://schema.org/isbn	978-84-15814-97-9
http://localhost/t...ganizacniJednotka	26110

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