FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2940200036> ?p ?o ?g. }

• W2940200036 endingPage "379" @default.
• W2940200036 startingPage "369" @default.
• W2940200036 abstract "Wind speed and power forecast is an essential component to ensure grid stability and reliability. The traditional forecasting methods fail to address the non-linearity in the wind speed time-series, thus paving way for machine intelligent algorithms. This paper discusses a hybrid machine intelligent wind forecasting model utilizing different variants of Support Vector Regression (SVR) built on wavelet transform. Various performance indices are evaluated to identify the possible best one among four different machine learning regressors for wind forecasting application. Apart from standard ε-SVR and LS-SVR, two new regression models, namely, ε-Twin Support vector regression (ε-TSVR) and Twin Support vector regression (TSVR) are used to forecast short-term wind speed, and are compared with Persistence model for four wind farm sites. The effect of larger dataset on forecasting performance is evaluated for two wind farm sites from USA and India. Further, wind power ramp events are investigated at different hub heights and the forecasting performance of different variants of SVR is compared for five wind farm sites." @default.
• W2940200036 created "2019-04-25" @default.
• W2940200036 creator A5032706099 @default.
• W2940200036 creator A5072189850 @default.
• W2940200036 creator A5083343621 @default.
• W2940200036 date "2019-07-01" @default.
• W2940200036 modified "2023-10-16" @default.
• W2940200036 title "Hybrid machine intelligent SVR variants for wind forecasting and ramp events" @default.
• W2940200036 cites W1587559447 @default.
• W2940200036 cites W1596717185 @default.
• W2940200036 cites W1973560868 @default.
• W2940200036 cites W1995140642 @default.
• W2940200036 cites W2007694684 @default.
• W2940200036 cites W2017247229 @default.
• W2940200036 cites W2019006792 @default.
• W2940200036 cites W2022912953 @default.
• W2940200036 cites W2042263307 @default.
• W2940200036 cites W2047497169 @default.
• W2940200036 cites W2050083127 @default.
• W2940200036 cites W2076572606 @default.
• W2940200036 cites W2088403776 @default.
• W2940200036 cites W2111395484 @default.
• W2940200036 cites W2113238782 @default.
• W2940200036 cites W2119236394 @default.
• W2940200036 cites W2508187212 @default.
• W2940200036 cites W2513964223 @default.
• W2940200036 cites W2563961440 @default.
• W2940200036 cites W2733822397 @default.
• W2940200036 cites W2755364685 @default.
• W2940200036 cites W2762198305 @default.
• W2940200036 cites W2766066912 @default.
• W2940200036 cites W2768102848 @default.
• W2940200036 cites W2781009421 @default.
• W2940200036 cites W2792829451 @default.
• W2940200036 cites W2793017755 @default.
• W2940200036 cites W2891967931 @default.
• W2940200036 cites W2892055834 @default.
• W2940200036 doi "https://doi.org/10.1016/j.rser.2019.04.002" @default.
• W2940200036 hasPublicationYear "2019" @default.
• W2940200036 type Work @default.
• W2940200036 sameAs 2940200036 @default.
• W2940200036 citedByCount "115" @default.
• W2940200036 countsByYear W29402000362019 @default.
• W2940200036 countsByYear W29402000362020 @default.
• W2940200036 countsByYear W29402000362021 @default.
• W2940200036 countsByYear W29402000362022 @default.
• W2940200036 countsByYear W29402000362023 @default.
• W2940200036 crossrefType "journal-article" @default.
• W2940200036 hasAuthorship W2940200036A5032706099 @default.
• W2940200036 hasAuthorship W2940200036A5072189850 @default.
• W2940200036 hasAuthorship W2940200036A5083343621 @default.
• W2940200036 hasBestOaLocation W29402000362 @default.
• W2940200036 hasConcept C112972136 @default.
• W2940200036 hasConcept C119599485 @default.
• W2940200036 hasConcept C119857082 @default.
• W2940200036 hasConcept C121332964 @default.
• W2940200036 hasConcept C12267149 @default.
• W2940200036 hasConcept C124101348 @default.
• W2940200036 hasConcept C127413603 @default.
• W2940200036 hasConcept C151406439 @default.
• W2940200036 hasConcept C153294291 @default.
• W2940200036 hasConcept C154945302 @default.
• W2940200036 hasConcept C161067210 @default.
• W2940200036 hasConcept C163258240 @default.
• W2940200036 hasConcept C2781084341 @default.
• W2940200036 hasConcept C41008148 @default.
• W2940200036 hasConcept C43214815 @default.
• W2940200036 hasConcept C62520636 @default.
• W2940200036 hasConcept C78600449 @default.
• W2940200036 hasConcept C89227174 @default.
• W2940200036 hasConceptScore W2940200036C112972136 @default.
• W2940200036 hasConceptScore W2940200036C119599485 @default.
• W2940200036 hasConceptScore W2940200036C119857082 @default.
• W2940200036 hasConceptScore W2940200036C121332964 @default.
• W2940200036 hasConceptScore W2940200036C12267149 @default.
• W2940200036 hasConceptScore W2940200036C124101348 @default.
• W2940200036 hasConceptScore W2940200036C127413603 @default.
• W2940200036 hasConceptScore W2940200036C151406439 @default.
• W2940200036 hasConceptScore W2940200036C153294291 @default.
• W2940200036 hasConceptScore W2940200036C154945302 @default.
• W2940200036 hasConceptScore W2940200036C161067210 @default.
• W2940200036 hasConceptScore W2940200036C163258240 @default.
• W2940200036 hasConceptScore W2940200036C2781084341 @default.
• W2940200036 hasConceptScore W2940200036C41008148 @default.
• W2940200036 hasConceptScore W2940200036C43214815 @default.
• W2940200036 hasConceptScore W2940200036C62520636 @default.
• W2940200036 hasConceptScore W2940200036C78600449 @default.
• W2940200036 hasConceptScore W2940200036C89227174 @default.
• W2940200036 hasLocation W29402000361 @default.
• W2940200036 hasLocation W29402000362 @default.
• W2940200036 hasLocation W29402000363 @default.
• W2940200036 hasOpenAccess W2940200036 @default.
• W2940200036 hasPrimaryLocation W29402000361 @default.
• W2940200036 hasRelatedWork W2008549418 @default.
• W2940200036 hasRelatedWork W2028780417 @default.
• W2940200036 hasRelatedWork W2034182965 @default.
• W2940200036 hasRelatedWork W2060606400 @default.
• W2940200036 hasRelatedWork W2102851390 @default.

• next