Matches in SemOpenAlex for { <https://semopenalex.org/work/W3005301890> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W3005301890 abstract "Two probabilistic forecasting models for the clear-sky index, based on the Markov-chain mixture distribution (MCM) and copula clear-sky index generators, are presented and evaluated. In terms of performance, these models are compared with two benchmark models: a Quantile Regression (QR) model and the Persistence Ensemble (PeEn). The models are tested on minute resolution clear-sky index data, which was estimated from irradiance data for two different climatic regions: Hawaii, USA and Norrkoping, Sweden. Results show that the copula model generally outperforms the PeEn, while the MCM and QR models are superior in all tested aspects. Comparing MCM and QR reliability, the QR is superior, while the MCM is superior in mean CRPS and skill score. The MCM model is proposed as a potential benchmark for probabilistic solar forecasting. The MCM model is available in Python as SheperoMah/MCM-distribution-forecasting at GitHub." @default.
- W3005301890 created "2020-02-14" @default.
- W3005301890 creator A5035944384 @default.
- W3005301890 creator A5047143732 @default.
- W3005301890 date "2019-06-01" @default.
- W3005301890 modified "2023-09-25" @default.
- W3005301890 title "Probabilistic forecasting of the clear-sky index using Markov-chain mixture distribution and copula models" @default.
- W3005301890 cites W1120922828 @default.
- W3005301890 cites W1964166103 @default.
- W3005301890 cites W1970463904 @default.
- W3005301890 cites W2046890513 @default.
- W3005301890 cites W2119436275 @default.
- W3005301890 cites W2622052728 @default.
- W3005301890 cites W2759520036 @default.
- W3005301890 cites W2763186835 @default.
- W3005301890 cites W2803333634 @default.
- W3005301890 cites W2896615791 @default.
- W3005301890 cites W322990465 @default.
- W3005301890 doi "https://doi.org/10.1109/pvsc40753.2019.8980952" @default.
- W3005301890 hasPublicationYear "2019" @default.
- W3005301890 type Work @default.
- W3005301890 sameAs 3005301890 @default.
- W3005301890 citedByCount "1" @default.
- W3005301890 countsByYear W30053018902020 @default.
- W3005301890 crossrefType "proceedings-article" @default.
- W3005301890 hasAuthorship W3005301890A5035944384 @default.
- W3005301890 hasAuthorship W3005301890A5047143732 @default.
- W3005301890 hasConcept C107673813 @default.
- W3005301890 hasConcept C111350023 @default.
- W3005301890 hasConcept C118671147 @default.
- W3005301890 hasConcept C119857082 @default.
- W3005301890 hasConcept C122282355 @default.
- W3005301890 hasConcept C149782125 @default.
- W3005301890 hasConcept C154945302 @default.
- W3005301890 hasConcept C17618745 @default.
- W3005301890 hasConcept C33923547 @default.
- W3005301890 hasConcept C41008148 @default.
- W3005301890 hasConcept C49937458 @default.
- W3005301890 hasConcept C98763669 @default.
- W3005301890 hasConceptScore W3005301890C107673813 @default.
- W3005301890 hasConceptScore W3005301890C111350023 @default.
- W3005301890 hasConceptScore W3005301890C118671147 @default.
- W3005301890 hasConceptScore W3005301890C119857082 @default.
- W3005301890 hasConceptScore W3005301890C122282355 @default.
- W3005301890 hasConceptScore W3005301890C149782125 @default.
- W3005301890 hasConceptScore W3005301890C154945302 @default.
- W3005301890 hasConceptScore W3005301890C17618745 @default.
- W3005301890 hasConceptScore W3005301890C33923547 @default.
- W3005301890 hasConceptScore W3005301890C41008148 @default.
- W3005301890 hasConceptScore W3005301890C49937458 @default.
- W3005301890 hasConceptScore W3005301890C98763669 @default.
- W3005301890 hasLocation W30053018901 @default.
- W3005301890 hasOpenAccess W3005301890 @default.
- W3005301890 hasPrimaryLocation W30053018901 @default.
- W3005301890 hasRelatedWork W1484089328 @default.
- W3005301890 hasRelatedWork W1494830222 @default.
- W3005301890 hasRelatedWork W1669348267 @default.
- W3005301890 hasRelatedWork W1988991002 @default.
- W3005301890 hasRelatedWork W2064639117 @default.
- W3005301890 hasRelatedWork W2086335099 @default.
- W3005301890 hasRelatedWork W2276500586 @default.
- W3005301890 hasRelatedWork W2480065837 @default.
- W3005301890 hasRelatedWork W2611188820 @default.
- W3005301890 hasRelatedWork W2810076153 @default.
- W3005301890 hasRelatedWork W2841364728 @default.
- W3005301890 hasRelatedWork W2892538429 @default.
- W3005301890 hasRelatedWork W2963311657 @default.
- W3005301890 hasRelatedWork W2963833606 @default.
- W3005301890 hasRelatedWork W3007737186 @default.
- W3005301890 hasRelatedWork W3012211791 @default.
- W3005301890 hasRelatedWork W3121798988 @default.
- W3005301890 hasRelatedWork W3122597516 @default.
- W3005301890 hasRelatedWork W3123179893 @default.
- W3005301890 hasRelatedWork W3124431667 @default.
- W3005301890 isParatext "false" @default.
- W3005301890 isRetracted "false" @default.
- W3005301890 magId "3005301890" @default.
- W3005301890 workType "article" @default.