FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200372662> ?p ?o ?g. }

• W4200372662 endingPage "115102" @default.
• W4200372662 startingPage "115102" @default.
• W4200372662 abstract "Wind energy plays an important role in terms of renewable energy. Accurate and reliable wind speed prediction is essential for effective use of wind energy. However, the uncertainty of wind speed becomes a challenging task. Aiming at these problems of wind speed prediction, this paper proposes a method based on variational mode decomposition (VMD), partial least squares (PLS), improved atom search optimization (IASO) and extreme learning machine (ELM). VMD is first employed to decompose the original wind speed data from high frequency to low frequency into multiple sub-series. Then this paper uses PLS for feature extraction and gets the best test set. And IASO is used to optimize the ELM to enhance the performance of the basic ELM model. The simulated annealing algorithm is added to the atom search optimization to enhance the local searchability. This paper employs the original wind speed data of the Sotavento Galicia wind farm in Spain as case study. Comparing results between the proposed model and the other benchmark models demonstrate the superiority of the proposed model in short-term wind speed prediction." @default.
• W4200372662 created "2021-12-31" @default.
• W4200372662 creator A5016680901 @default.
• W4200372662 creator A5036523300 @default.
• W4200372662 creator A5039473439 @default.
• W4200372662 creator A5063386326 @default.
• W4200372662 creator A5075103342 @default.
• W4200372662 date "2022-01-01" @default.
• W4200372662 modified "2023-10-10" @default.
• W4200372662 title "Integrated framework of extreme learning machine (ELM) based on improved atom search optimization for short-term wind speed prediction" @default.
• W4200372662 cites W1956321515 @default.
• W4200372662 cites W1990839842 @default.
• W4200372662 cites W1995140642 @default.
• W4200372662 cites W2021826571 @default.
• W4200372662 cites W2070960910 @default.
• W4200372662 cites W2285826949 @default.
• W4200372662 cites W2593897236 @default.
• W4200372662 cites W2606276573 @default.
• W4200372662 cites W2606283685 @default.
• W4200372662 cites W2617244595 @default.
• W4200372662 cites W2767124238 @default.
• W4200372662 cites W2789689614 @default.
• W4200372662 cites W2791063416 @default.
• W4200372662 cites W2888107220 @default.
• W4200372662 cites W2924950036 @default.
• W4200372662 cites W2940272872 @default.
• W4200372662 cites W2944436518 @default.
• W4200372662 cites W2955404827 @default.
• W4200372662 cites W2996912715 @default.
• W4200372662 cites W3007203411 @default.
• W4200372662 cites W3010863062 @default.
• W4200372662 cites W3017771540 @default.
• W4200372662 cites W3024610765 @default.
• W4200372662 cites W3033131237 @default.
• W4200372662 cites W3047472222 @default.
• W4200372662 cites W3089290161 @default.
• W4200372662 cites W3090773633 @default.
• W4200372662 cites W3127830124 @default.
• W4200372662 cites W3130808753 @default.
• W4200372662 cites W3153592874 @default.
• W4200372662 cites W3197065975 @default.
• W4200372662 cites W3197504603 @default.
• W4200372662 cites W3210548649 @default.
• W4200372662 cites W4247680473 @default.
• W4200372662 doi "https://doi.org/10.1016/j.enconman.2021.115102" @default.
• W4200372662 hasPublicationYear "2022" @default.
• W4200372662 type Work @default.
• W4200372662 citedByCount "58" @default.
• W4200372662 countsByYear W42003726622022 @default.
• W4200372662 countsByYear W42003726622023 @default.
• W4200372662 crossrefType "journal-article" @default.
• W4200372662 hasAuthorship W4200372662A5016680901 @default.
• W4200372662 hasAuthorship W4200372662A5036523300 @default.
• W4200372662 hasAuthorship W4200372662A5039473439 @default.
• W4200372662 hasAuthorship W4200372662A5063386326 @default.
• W4200372662 hasAuthorship W4200372662A5075103342 @default.
• W4200372662 hasConcept C11413529 @default.
• W4200372662 hasConcept C119599485 @default.
• W4200372662 hasConcept C121332964 @default.
• W4200372662 hasConcept C126255220 @default.
• W4200372662 hasConcept C126980161 @default.
• W4200372662 hasConcept C127413603 @default.
• W4200372662 hasConcept C13280743 @default.
• W4200372662 hasConcept C153294291 @default.
• W4200372662 hasConcept C154945302 @default.
• W4200372662 hasConcept C161067210 @default.
• W4200372662 hasConcept C185798385 @default.
• W4200372662 hasConcept C205649164 @default.
• W4200372662 hasConcept C2780150128 @default.
• W4200372662 hasConcept C33923547 @default.
• W4200372662 hasConcept C41008148 @default.
• W4200372662 hasConcept C50644808 @default.
• W4200372662 hasConcept C78600449 @default.
• W4200372662 hasConceptScore W4200372662C11413529 @default.
• W4200372662 hasConceptScore W4200372662C119599485 @default.
• W4200372662 hasConceptScore W4200372662C121332964 @default.
• W4200372662 hasConceptScore W4200372662C126255220 @default.
• W4200372662 hasConceptScore W4200372662C126980161 @default.
• W4200372662 hasConceptScore W4200372662C127413603 @default.
• W4200372662 hasConceptScore W4200372662C13280743 @default.
• W4200372662 hasConceptScore W4200372662C153294291 @default.
• W4200372662 hasConceptScore W4200372662C154945302 @default.
• W4200372662 hasConceptScore W4200372662C161067210 @default.
• W4200372662 hasConceptScore W4200372662C185798385 @default.
• W4200372662 hasConceptScore W4200372662C205649164 @default.
• W4200372662 hasConceptScore W4200372662C2780150128 @default.
• W4200372662 hasConceptScore W4200372662C33923547 @default.
• W4200372662 hasConceptScore W4200372662C41008148 @default.
• W4200372662 hasConceptScore W4200372662C50644808 @default.
• W4200372662 hasConceptScore W4200372662C78600449 @default.
• W4200372662 hasLocation W42003726621 @default.
• W4200372662 hasOpenAccess W4200372662 @default.
• W4200372662 hasPrimaryLocation W42003726621 @default.
• W4200372662 hasRelatedWork W1648541083 @default.
• W4200372662 hasRelatedWork W1991404302 @default.
• W4200372662 hasRelatedWork W2095817555 @default.
• W4200372662 hasRelatedWork W2795111001 @default.
• W4200372662 hasRelatedWork W2973203756 @default.

• next