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Napovedovanje proizvodnje električne energije sončnih elektrarn povezanih v mrežo : magistrsko delo magistrskega študijskega programa II. stopnje StrojništvoMurko, AnžeProizvodnja električne energije sončnih elektrarn je zaznamovana z veliko spremenljivostjo, kar predstavlja izziv pri upravljanju energetskih omrežij. Z namenom izboljšanja napovednih rezultatov ... proizvodnje energije sončnih elektrarn je bil razvit nov pristop. Slednji pri napovedovanju proizvodnje centralne elektrarne uporablja različno število vključenih sosednjih elektran v napoved. Odvisnost napovednih rezultatov modelov je bolj odvisna od števila vključenih sosednjih elektrarn kot pa od same topologije mreže. Izvedli smo optimizacijo hiperparametrov modelov in napovedne rezultate primerjali z obstoječimi raziskavami. Ugotovili smo, da neuporaba meteoroloških podatkov rezultira v slabših napovednih rezultatih.Type of material - master's thesis ; adult, seriousPublication and manufacture - Ljubljana : [A. Murko], 2023Language - slovenianCOBISS.SI-ID - 167625219
Author
Murko, Anže
Other authors
Podržaj, Primož
Topics
magistrske naloge |
električna energija |
sončne elektrarne |
napovedovanje |
strojno učenje |
električno omrežje |
master thesis |
electricity |
solar power plants |
forecasting |
machine learning |
electrical grid
Library/institution |
City | Acronym | For loan | Other holdings |
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Faculty of Mechanical Engineering, Ljubljana | Ljubljana | FSLJ |
reading room 1 cop.
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Murko, Anže | |
Podržaj, Primož | 17059 |
Source: Personal bibliographies
and: SICRIS
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