About: Evolutionary Prediction of Photovoltaic Power Plant Energy Production

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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	This paper presents an application of genetic programming to the evolution of fuzzy predictors based on fuzzy information retrieval. The fuzzy predictors are used to estimate the output of a Photovoltaic Power Plant (PVPP). The PVPPs are energy sources with an unstable production of electrical energy. It is necessary to back up the energy produced by the PVPPs for stable electric network operations. An optimal value of backup power can be set with advanced prediction models that can contribute to the robustness of the electric network within the framework of an intelligent power grid. This work extends previous research on evolutionary design of fuzzy PVPP output predictors by the evaluation of the method on a larger data set describing the operations of a real PVPP. This paper presents an application of genetic programming to the evolution of fuzzy predictors based on fuzzy information retrieval. The fuzzy predictors are used to estimate the output of a Photovoltaic Power Plant (PVPP). The PVPPs are energy sources with an unstable production of electrical energy. It is necessary to back up the energy produced by the PVPPs for stable electric network operations. An optimal value of backup power can be set with advanced prediction models that can contribute to the robustness of the electric network within the framework of an intelligent power grid. This work extends previous research on evolutionary design of fuzzy PVPP output predictors by the evaluation of the method on a larger data set describing the operations of a real PVPP. (en)
Title	Evolutionary Prediction of Photovoltaic Power Plant Energy Production Evolutionary Prediction of Photovoltaic Power Plant Energy Production (en)
skos:prefLabel	Evolutionary Prediction of Photovoltaic Power Plant Energy Production Evolutionary Prediction of Photovoltaic Power Plant Energy Production (en)
skos:notation	RIV/61989100:27240/12:86084787!RIV13-MSM-27240___
http://linked.open...avai/predkladatel	Fakulta elektrotechniky a informatiky
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(FR-TI1/420), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Prokop, Lukáš Mišák, Stanislav Snášel, Václav Platoš, Jan Krömer, Pavel Abraham Padath, Ajith
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	135328
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/12:86084787
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Prediction; Genetic programming; Fuzzy rules (en)
http://linked.open.../riv/klicoveSlovo	Prediction Fuzzy rules Genetic programming
http://linked.open...ontrolniKodProRIV	[2B189CF3D0E0]
http://linked.open...v/mistoKonaniAkce	Philadelphia
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	6 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	*Integrovaný softwarový systém pro optimalizaci řízení technologických procesů a predikci kvality produkce velkých technologických celků využívající pokročilé matematické metody, modelování a umělou inteligenci
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Abraham Padath, Ajith Krömer, Pavel Mišák, Stanislav Platoš, Jan Prokop, Lukáš Snášel, Václav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-07-07 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1145/2330784.2330790
http://purl.org/ne...btex#hasPublisher	ACM
https://schema.org/isbn	978-1-4503-1178-6
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	Evolutionary Prediction of Photovoltaic Power Plant Energy Production

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