FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1995140642> ?p ?o ?g. }

• W1995140642 endingPage "597" @default.
• W1995140642 startingPage "592" @default.
• W1995140642 abstract "Affected by various environment factors, wind speed presents characters of high fluctuations, autocorrelation and stochastic volatility; thereby it is hard to forecast with a single model. A hybrid model combining with input selected by deep quantitative analysis, Wavelet Transform (WT), Genetic Algorithm (GA) and Support Vector Machines (SVM) was proposed. WT was exploited to decompose the wind speed signal into two components, an approximation signal to maintain the major fluctuations and a detail signal to eliminate the stochastic volatility. SVM were built to model the approximation signal. Autocorrelation and partial correlation were applied to analyze the inner ARIMA Autoregressive Integrated Moving Average (ARIMA) relationship between the historical speeds thus to select the input of SVM from them, and Granger causality test was applied to select input from environment variables by checking the influence of temperature with different leading lengths. The parameters in SVM were fine-tuned by GA to ensure the generalization of SVM. A case study of a wind farm from North China demonstrates that this method outperforms the comparison models." @default.
• W1995140642 created "2016-06-24" @default.
• W1995140642 creator A5042170464 @default.
• W1995140642 creator A5067862046 @default.
• W1995140642 creator A5084939124 @default.
• W1995140642 creator A5090366405 @default.
• W1995140642 date "2014-02-01" @default.
• W1995140642 modified "2023-10-14" @default.
• W1995140642 title "Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm" @default.
• W1995140642 cites W1619230130 @default.
• W1995140642 cites W1964886660 @default.
• W1995140642 cites W1968378534 @default.
• W1995140642 cites W1970978817 @default.
• W1995140642 cites W1977587074 @default.
• W1995140642 cites W1979331645 @default.
• W1995140642 cites W1984061847 @default.
• W1995140642 cites W1984703120 @default.
• W1995140642 cites W2020577219 @default.
• W1995140642 cites W2022912953 @default.
• W1995140642 cites W2028765696 @default.
• W1995140642 cites W2039238531 @default.
• W1995140642 cites W2052311601 @default.
• W1995140642 cites W2074715647 @default.
• W1995140642 cites W2078667481 @default.
• W1995140642 cites W2111395484 @default.
• W1995140642 cites W2120912971 @default.
• W1995140642 cites W2143428876 @default.
• W1995140642 cites W2143703772 @default.
• W1995140642 cites W2156250920 @default.
• W1995140642 doi "https://doi.org/10.1016/j.renene.2013.08.011" @default.
• W1995140642 hasPublicationYear "2014" @default.
• W1995140642 type Work @default.
• W1995140642 sameAs 1995140642 @default.
• W1995140642 citedByCount "365" @default.
• W1995140642 countsByYear W19951406422014 @default.
• W1995140642 countsByYear W19951406422015 @default.
• W1995140642 countsByYear W19951406422016 @default.
• W1995140642 countsByYear W19951406422017 @default.
• W1995140642 countsByYear W19951406422018 @default.
• W1995140642 countsByYear W19951406422019 @default.
• W1995140642 countsByYear W19951406422020 @default.
• W1995140642 countsByYear W19951406422021 @default.
• W1995140642 countsByYear W19951406422022 @default.
• W1995140642 countsByYear W19951406422023 @default.
• W1995140642 crossrefType "journal-article" @default.
• W1995140642 hasAuthorship W1995140642A5042170464 @default.
• W1995140642 hasAuthorship W1995140642A5067862046 @default.
• W1995140642 hasAuthorship W1995140642A5084939124 @default.
• W1995140642 hasAuthorship W1995140642A5090366405 @default.
• W1995140642 hasConcept C105795698 @default.
• W1995140642 hasConcept C11413529 @default.
• W1995140642 hasConcept C114775468 @default.
• W1995140642 hasConcept C119857082 @default.
• W1995140642 hasConcept C121332964 @default.
• W1995140642 hasConcept C12267149 @default.
• W1995140642 hasConcept C129824826 @default.
• W1995140642 hasConcept C134306372 @default.
• W1995140642 hasConcept C149782125 @default.
• W1995140642 hasConcept C151406439 @default.
• W1995140642 hasConcept C153180895 @default.
• W1995140642 hasConcept C153294291 @default.
• W1995140642 hasConcept C154945302 @default.
• W1995140642 hasConcept C159877910 @default.
• W1995140642 hasConcept C161067210 @default.
• W1995140642 hasConcept C177148314 @default.
• W1995140642 hasConcept C24338571 @default.
• W1995140642 hasConcept C33923547 @default.
• W1995140642 hasConcept C41008148 @default.
• W1995140642 hasConcept C47432892 @default.
• W1995140642 hasConcept C5297727 @default.
• W1995140642 hasConcept C91602232 @default.
• W1995140642 hasConceptScore W1995140642C105795698 @default.
• W1995140642 hasConceptScore W1995140642C11413529 @default.
• W1995140642 hasConceptScore W1995140642C114775468 @default.
• W1995140642 hasConceptScore W1995140642C119857082 @default.
• W1995140642 hasConceptScore W1995140642C121332964 @default.
• W1995140642 hasConceptScore W1995140642C12267149 @default.
• W1995140642 hasConceptScore W1995140642C129824826 @default.
• W1995140642 hasConceptScore W1995140642C134306372 @default.
• W1995140642 hasConceptScore W1995140642C149782125 @default.
• W1995140642 hasConceptScore W1995140642C151406439 @default.
• W1995140642 hasConceptScore W1995140642C153180895 @default.
• W1995140642 hasConceptScore W1995140642C153294291 @default.
• W1995140642 hasConceptScore W1995140642C154945302 @default.
• W1995140642 hasConceptScore W1995140642C159877910 @default.
• W1995140642 hasConceptScore W1995140642C161067210 @default.
• W1995140642 hasConceptScore W1995140642C177148314 @default.
• W1995140642 hasConceptScore W1995140642C24338571 @default.
• W1995140642 hasConceptScore W1995140642C33923547 @default.
• W1995140642 hasConceptScore W1995140642C41008148 @default.
• W1995140642 hasConceptScore W1995140642C47432892 @default.
• W1995140642 hasConceptScore W1995140642C5297727 @default.
• W1995140642 hasConceptScore W1995140642C91602232 @default.
• W1995140642 hasFunder F4320321001 @default.
• W1995140642 hasFunder F4320335787 @default.
• W1995140642 hasLocation W19951406421 @default.
• W1995140642 hasOpenAccess W1995140642 @default.
• W1995140642 hasPrimaryLocation W19951406421 @default.

• next