FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896428991> ?p ?o ?g. }

• W2896428991 abstract "With the continuous development of the global electricity market, the electricity market needs the electricity price forecasting result to be accurate, and electricity price forecasting also has more profound practical significance. Accurate price forecasting can not only better reflect the operation of the electricity market but also help to make better decisions about the electricity market. However, the electricity price is affected by a variety of uncertain subjective and objective factors, as well as the constraints of the power system, making it more difficult to obtain accurate electricity price forecasting than electricity load forecasting. The kernel function occupies a very important position in a support vector machine (SVM), which is the key to the mature development of SVM theory. When using SVM for classification and regression, the appropriate kernel function is the basis and precondition for obtaining better classification and approximation effects. In this paper, a new combinatorial kernel function that combines RBF and UKF kernel functions is proposed and is applied to a least squares support vector machine (LSSVM), and based on this, a new hybrid model empirical mode (EMD)-Mixed-LSSVM is proposed to forecast electricity price. The hybrid model puts the electricity price data after the noise reduction by the EMD into the LSSVM with the combined kernel function for calculation. In this paper, we forecast the electricity price in Australia and compare the results of EMD-Mixed-LSSVM with other methods. The results show that EMD-Mixed-LSSVM can effectively improve the accuracy of electricity price forecasting." @default.
• W2896428991 created "2018-10-26" @default.
• W2896428991 creator A5000323703 @default.
• W2896428991 creator A5000594791 @default.
• W2896428991 creator A5028788925 @default.
• W2896428991 creator A5052024256 @default.
• W2896428991 creator A5076118607 @default.
• W2896428991 creator A5048995897 @default.
• W2896428991 date "2018-09-01" @default.
• W2896428991 modified "2023-09-26" @default.
• W2896428991 title "A hybrid model for electricity price forecasting based on least square support vector machines with combined kernel" @default.
• W2896428991 cites W1134232692 @default.
• W2896428991 cites W1968510399 @default.
• W2896428991 cites W1988785827 @default.
• W2896428991 cites W2007221293 @default.
• W2896428991 cites W2014158063 @default.
• W2896428991 cites W2023281112 @default.
• W2896428991 cites W2025181266 @default.
• W2896428991 cites W2034603009 @default.
• W2896428991 cites W2036681246 @default.
• W2896428991 cites W2051756120 @default.
• W2896428991 cites W2068438324 @default.
• W2896428991 cites W2297334139 @default.
• W2896428991 cites W2525923793 @default.
• W2896428991 cites W2570991997 @default.
• W2896428991 cites W2571217044 @default.
• W2896428991 cites W2597022411 @default.
• W2896428991 doi "https://doi.org/10.1063/1.5045172" @default.
• W2896428991 hasPublicationYear "2018" @default.
• W2896428991 type Work @default.
• W2896428991 sameAs 2896428991 @default.
• W2896428991 citedByCount "7" @default.
• W2896428991 countsByYear W28964289912019 @default.
• W2896428991 countsByYear W28964289912021 @default.
• W2896428991 countsByYear W28964289912022 @default.
• W2896428991 countsByYear W28964289912023 @default.
• W2896428991 crossrefType "journal-article" @default.
• W2896428991 hasAuthorship W2896428991A5000323703 @default.
• W2896428991 hasAuthorship W2896428991A5000594791 @default.
• W2896428991 hasAuthorship W2896428991A5028788925 @default.
• W2896428991 hasAuthorship W2896428991A5048995897 @default.
• W2896428991 hasAuthorship W2896428991A5052024256 @default.
• W2896428991 hasAuthorship W2896428991A5076118607 @default.
• W2896428991 hasConcept C114614502 @default.
• W2896428991 hasConcept C119599485 @default.
• W2896428991 hasConcept C119857082 @default.
• W2896428991 hasConcept C122280245 @default.
• W2896428991 hasConcept C12267149 @default.
• W2896428991 hasConcept C126255220 @default.
• W2896428991 hasConcept C127413603 @default.
• W2896428991 hasConcept C145828037 @default.
• W2896428991 hasConcept C146733006 @default.
• W2896428991 hasConcept C149782125 @default.
• W2896428991 hasConcept C154945302 @default.
• W2896428991 hasConcept C162324750 @default.
• W2896428991 hasConcept C170777988 @default.
• W2896428991 hasConcept C206658404 @default.
• W2896428991 hasConcept C2781104810 @default.
• W2896428991 hasConcept C33923547 @default.
• W2896428991 hasConcept C41008148 @default.
• W2896428991 hasConcept C74193536 @default.
• W2896428991 hasConcept C75866337 @default.
• W2896428991 hasConceptScore W2896428991C114614502 @default.
• W2896428991 hasConceptScore W2896428991C119599485 @default.
• W2896428991 hasConceptScore W2896428991C119857082 @default.
• W2896428991 hasConceptScore W2896428991C122280245 @default.
• W2896428991 hasConceptScore W2896428991C12267149 @default.
• W2896428991 hasConceptScore W2896428991C126255220 @default.
• W2896428991 hasConceptScore W2896428991C127413603 @default.
• W2896428991 hasConceptScore W2896428991C145828037 @default.
• W2896428991 hasConceptScore W2896428991C146733006 @default.
• W2896428991 hasConceptScore W2896428991C149782125 @default.
• W2896428991 hasConceptScore W2896428991C154945302 @default.
• W2896428991 hasConceptScore W2896428991C162324750 @default.
• W2896428991 hasConceptScore W2896428991C170777988 @default.
• W2896428991 hasConceptScore W2896428991C206658404 @default.
• W2896428991 hasConceptScore W2896428991C2781104810 @default.
• W2896428991 hasConceptScore W2896428991C33923547 @default.
• W2896428991 hasConceptScore W2896428991C41008148 @default.
• W2896428991 hasConceptScore W2896428991C74193536 @default.
• W2896428991 hasConceptScore W2896428991C75866337 @default.
• W2896428991 hasFunder F4320321001 @default.
• W2896428991 hasFunder F4320321543 @default.
• W2896428991 hasFunder F4320322880 @default.
• W2896428991 hasFunder F4320334993 @default.
• W2896428991 hasIssue "5" @default.
• W2896428991 hasLocation W28964289911 @default.
• W2896428991 hasOpenAccess W2896428991 @default.
• W2896428991 hasPrimaryLocation W28964289911 @default.
• W2896428991 hasRelatedWork W1528304589 @default.
• W2896428991 hasRelatedWork W1589037612 @default.
• W2896428991 hasRelatedWork W1987941067 @default.
• W2896428991 hasRelatedWork W2008757383 @default.
• W2896428991 hasRelatedWork W2127615859 @default.
• W2896428991 hasRelatedWork W2137362393 @default.
• W2896428991 hasRelatedWork W2169565408 @default.
• W2896428991 hasRelatedWork W2361876834 @default.
• W2896428991 hasRelatedWork W2565080746 @default.
• W2896428991 hasRelatedWork W2896428991 @default.
• W2896428991 hasVolume "10" @default.

• next