FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311377263> ?p ?o ?g. }

• W4311377263 endingPage "9433" @default.
• W4311377263 startingPage "9433" @default.
• W4311377263 abstract "Solar radiation is by nature intermittent and influenced by many factors such as latitude, season and atmospheric conditions. As a consequence, the growing penetration of Photovoltaic (PV) systems into the electricity network implies significant problems of stability, reliability and scheduling of power grid operation. Concerning the very short-term PV power production, the power fluctuations are primarily related to the interaction between solar irradiance and cloud cover. In small-scale systems such as microgrids, the adoption of a forecasting tool is a brilliant solution to minimize PV power curtailment and limit the installed energy storage capacity. In the present work, two different nowcasting methods are applied to classify the solar attenuation due to clouds presence on five different forecast horizons, from 1 to 5 min: a Pattern Recognition Neural Network and a Random Forest model. The proposed methods are tested and compared on a real case study: available data consists of historical irradiance measurements and infrared sky images collected in a real PV facility, the SolarTechLAB in Politecnico di Milano. The classification output is a range of values corresponding to the future value assumed by the Clear Sky Index (CSI), an indicator allowing to account for irradiance variations only related to clouds passage, neglecting diurnal and seasonal influences. The developed models present similar performance in all the considered time horizons, reliably detecting the CSI drops caused by incoming overcast and partially cloudy sky conditions." @default.
• W4311377263 created "2022-12-25" @default.
• W4311377263 creator A5000320100 @default.
• W4311377263 creator A5003590621 @default.
• W4311377263 creator A5010741244 @default.
• W4311377263 creator A5046053095 @default.
• W4311377263 creator A5060790840 @default.
• W4311377263 date "2022-12-13" @default.
• W4311377263 modified "2023-10-01" @default.
• W4311377263 title "Very Short-Term Forecast: Different Classification Methods of the Whole Sky Camera Images for Sudden PV Power Variations Detection" @default.
• W4311377263 cites W1587194470 @default.
• W4311377263 cites W1991734319 @default.
• W4311377263 cites W2076077531 @default.
• W4311377263 cites W2080534821 @default.
• W4311377263 cites W2327473694 @default.
• W4311377263 cites W2406273144 @default.
• W4311377263 cites W2554652823 @default.
• W4311377263 cites W2761113113 @default.
• W4311377263 cites W2792921542 @default.
• W4311377263 cites W2807122762 @default.
• W4311377263 cites W2896248501 @default.
• W4311377263 cites W2979735839 @default.
• W4311377263 cites W3008397052 @default.
• W4311377263 cites W3009377873 @default.
• W4311377263 cites W3018306781 @default.
• W4311377263 cites W3022882481 @default.
• W4311377263 cites W3083809945 @default.
• W4311377263 cites W3095652165 @default.
• W4311377263 cites W3097715809 @default.
• W4311377263 cites W3097725858 @default.
• W4311377263 cites W3097850930 @default.
• W4311377263 cites W3100168713 @default.
• W4311377263 cites W3128574264 @default.
• W4311377263 cites W3133882634 @default.
• W4311377263 cites W3152881947 @default.
• W4311377263 cites W3197045171 @default.
• W4311377263 cites W3203933526 @default.
• W4311377263 cites W4236928600 @default.
• W4311377263 cites W858921981 @default.
• W4311377263 doi "https://doi.org/10.3390/en15249433" @default.
• W4311377263 hasPublicationYear "2022" @default.
• W4311377263 type Work @default.
• W4311377263 citedByCount "2" @default.
• W4311377263 countsByYear W43113772632022 @default.
• W4311377263 countsByYear W43113772632023 @default.
• W4311377263 crossrefType "journal-article" @default.
• W4311377263 hasAuthorship W4311377263A5000320100 @default.
• W4311377263 hasAuthorship W4311377263A5003590621 @default.
• W4311377263 hasAuthorship W4311377263A5010741244 @default.
• W4311377263 hasAuthorship W4311377263A5046053095 @default.
• W4311377263 hasAuthorship W4311377263A5060790840 @default.
• W4311377263 hasBestOaLocation W43113772631 @default.
• W4311377263 hasConcept C119599485 @default.
• W4311377263 hasConcept C121332964 @default.
• W4311377263 hasConcept C127413603 @default.
• W4311377263 hasConcept C153294291 @default.
• W4311377263 hasConcept C195452092 @default.
• W4311377263 hasConcept C205649164 @default.
• W4311377263 hasConcept C2781013037 @default.
• W4311377263 hasConcept C39432304 @default.
• W4311377263 hasConcept C41008148 @default.
• W4311377263 hasConcept C41291067 @default.
• W4311377263 hasConcept C46423501 @default.
• W4311377263 hasConcept C62520636 @default.
• W4311377263 hasConcept C62649853 @default.
• W4311377263 hasConcept C73329638 @default.
• W4311377263 hasConcept C9695528 @default.
• W4311377263 hasConceptScore W4311377263C119599485 @default.
• W4311377263 hasConceptScore W4311377263C121332964 @default.
• W4311377263 hasConceptScore W4311377263C127413603 @default.
• W4311377263 hasConceptScore W4311377263C153294291 @default.
• W4311377263 hasConceptScore W4311377263C195452092 @default.
• W4311377263 hasConceptScore W4311377263C205649164 @default.
• W4311377263 hasConceptScore W4311377263C2781013037 @default.
• W4311377263 hasConceptScore W4311377263C39432304 @default.
• W4311377263 hasConceptScore W4311377263C41008148 @default.
• W4311377263 hasConceptScore W4311377263C41291067 @default.
• W4311377263 hasConceptScore W4311377263C46423501 @default.
• W4311377263 hasConceptScore W4311377263C62520636 @default.
• W4311377263 hasConceptScore W4311377263C62649853 @default.
• W4311377263 hasConceptScore W4311377263C73329638 @default.
• W4311377263 hasConceptScore W4311377263C9695528 @default.
• W4311377263 hasIssue "24" @default.
• W4311377263 hasLocation W43113772631 @default.
• W4311377263 hasLocation W43113772632 @default.
• W4311377263 hasOpenAccess W4311377263 @default.
• W4311377263 hasPrimaryLocation W43113772631 @default.
• W4311377263 hasRelatedWork W1991202380 @default.
• W4311377263 hasRelatedWork W2071565379 @default.
• W4311377263 hasRelatedWork W2073142501 @default.
• W4311377263 hasRelatedWork W2114652706 @default.
• W4311377263 hasRelatedWork W2799931694 @default.
• W4311377263 hasRelatedWork W2908587836 @default.
• W4311377263 hasRelatedWork W3171695724 @default.
• W4311377263 hasRelatedWork W4221010848 @default.
• W4311377263 hasRelatedWork W4281636147 @default.
• W4311377263 hasRelatedWork W4288633208 @default.
• W4311377263 hasVolume "15" @default.

• next