Matches in SemOpenAlex for { <https://semopenalex.org/work/W3210135557> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3210135557 endingPage "282" @default.
- W3210135557 startingPage "267" @default.
- W3210135557 abstract "Accurate forecasts of the power production of distributed photovoltaic (PV) systems are essential to support grid operation and enable a high PV penetration rate in the electricity grid. In this study, we analyse the performance of 12 different models that forecast the day-ahead power production in agreement with market conditions. These models include regression, support vector regression, ensemble learning, deep learning and physical based techniques. In addition, we examine the effect of aggregating multiple PV systems with a varying inter-system distance on the forecast model performance. The models are evaluated both on their technical and economic performance. From a technical perspective, the results show a positive effect from both an increasing inter-system distance and a larger sized PV fleet on the model performance, which was not the case for the economic assessment. Furthermore, the ensemble and deep learning models perform better than the alternatives from a technical point of view. For the economic assessment, the results indicate the superiority of the physical based model, followed by the deep learning models. Lastly, our findings show the importance of considering the user's objective when assessing solar power forecast models." @default.
- W3210135557 created "2021-11-08" @default.
- W3210135557 creator A5037919259 @default.
- W3210135557 creator A5074791797 @default.
- W3210135557 creator A5074871434 @default.
- W3210135557 date "2022-01-01" @default.
- W3210135557 modified "2023-10-05" @default.
- W3210135557 title "Operational day-ahead solar power forecasting for aggregated PV systems with a varying spatial distribution" @default.
- W3210135557 cites W1940047835 @default.
- W3210135557 cites W2052603148 @default.
- W3210135557 cites W2079547580 @default.
- W3210135557 cites W2089056028 @default.
- W3210135557 cites W2099365903 @default.
- W3210135557 cites W2469734051 @default.
- W3210135557 cites W2470699557 @default.
- W3210135557 cites W2569349941 @default.
- W3210135557 cites W2612096359 @default.
- W3210135557 cites W2765572054 @default.
- W3210135557 cites W2767559196 @default.
- W3210135557 cites W2792921542 @default.
- W3210135557 cites W2801658026 @default.
- W3210135557 cites W2801973365 @default.
- W3210135557 cites W2802411519 @default.
- W3210135557 cites W2833665186 @default.
- W3210135557 cites W2889814654 @default.
- W3210135557 cites W2911964244 @default.
- W3210135557 cites W2941116662 @default.
- W3210135557 cites W2944920662 @default.
- W3210135557 cites W2946419194 @default.
- W3210135557 cites W2948688745 @default.
- W3210135557 cites W2966305977 @default.
- W3210135557 cites W3004602902 @default.
- W3210135557 cites W3009377873 @default.
- W3210135557 cites W3016208458 @default.
- W3210135557 cites W3017651495 @default.
- W3210135557 cites W3022700314 @default.
- W3210135557 cites W3024509612 @default.
- W3210135557 cites W3034789206 @default.
- W3210135557 doi "https://doi.org/10.1016/j.renene.2021.10.102" @default.
- W3210135557 hasPublicationYear "2022" @default.
- W3210135557 type Work @default.
- W3210135557 sameAs 3210135557 @default.
- W3210135557 citedByCount "38" @default.
- W3210135557 countsByYear W32101355572022 @default.
- W3210135557 countsByYear W32101355572023 @default.
- W3210135557 crossrefType "journal-article" @default.
- W3210135557 hasAuthorship W3210135557A5037919259 @default.
- W3210135557 hasAuthorship W3210135557A5074791797 @default.
- W3210135557 hasAuthorship W3210135557A5074871434 @default.
- W3210135557 hasBestOaLocation W32101355571 @default.
- W3210135557 hasConcept C119599485 @default.
- W3210135557 hasConcept C119898033 @default.
- W3210135557 hasConcept C122282355 @default.
- W3210135557 hasConcept C127413603 @default.
- W3210135557 hasConcept C149782125 @default.
- W3210135557 hasConcept C154945302 @default.
- W3210135557 hasConcept C187691185 @default.
- W3210135557 hasConcept C206658404 @default.
- W3210135557 hasConcept C2524010 @default.
- W3210135557 hasConcept C2777648813 @default.
- W3210135557 hasConcept C33923547 @default.
- W3210135557 hasConcept C41008148 @default.
- W3210135557 hasConcept C41291067 @default.
- W3210135557 hasConcept C49937458 @default.
- W3210135557 hasConceptScore W3210135557C119599485 @default.
- W3210135557 hasConceptScore W3210135557C119898033 @default.
- W3210135557 hasConceptScore W3210135557C122282355 @default.
- W3210135557 hasConceptScore W3210135557C127413603 @default.
- W3210135557 hasConceptScore W3210135557C149782125 @default.
- W3210135557 hasConceptScore W3210135557C154945302 @default.
- W3210135557 hasConceptScore W3210135557C187691185 @default.
- W3210135557 hasConceptScore W3210135557C206658404 @default.
- W3210135557 hasConceptScore W3210135557C2524010 @default.
- W3210135557 hasConceptScore W3210135557C2777648813 @default.
- W3210135557 hasConceptScore W3210135557C33923547 @default.
- W3210135557 hasConceptScore W3210135557C41008148 @default.
- W3210135557 hasConceptScore W3210135557C41291067 @default.
- W3210135557 hasConceptScore W3210135557C49937458 @default.
- W3210135557 hasFunder F4320321800 @default.
- W3210135557 hasLocation W32101355571 @default.
- W3210135557 hasLocation W32101355572 @default.
- W3210135557 hasOpenAccess W3210135557 @default.
- W3210135557 hasPrimaryLocation W32101355571 @default.
- W3210135557 hasRelatedWork W129091060 @default.
- W3210135557 hasRelatedWork W2160425906 @default.
- W3210135557 hasRelatedWork W2348896848 @default.
- W3210135557 hasRelatedWork W2352349437 @default.
- W3210135557 hasRelatedWork W2353908621 @default.
- W3210135557 hasRelatedWork W2354568776 @default.
- W3210135557 hasRelatedWork W2380963126 @default.
- W3210135557 hasRelatedWork W2383503060 @default.
- W3210135557 hasRelatedWork W2389875415 @default.
- W3210135557 hasRelatedWork W1544908136 @default.
- W3210135557 hasVolume "183" @default.
- W3210135557 isParatext "false" @default.
- W3210135557 isRetracted "false" @default.
- W3210135557 magId "3210135557" @default.
- W3210135557 workType "article" @default.