FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2492749039> ?p ?o ?g. }

• W2492749039 endingPage "308" @default.
• W2492749039 startingPage "296" @default.
• W2492749039 abstract "Integration of renewable generations, such as wind and photovoltaic, into electrical power systems is rapidly growing throughout the world. Stochastic and variable nature of these resources makes some operational challenges to power systems. The most effective way to tackle these challenges is short-term prediction of their available powers. Despite various developed methods to forecast generation of renewable resources, still they have large errors, which may lead to under/over-commitment of conventional generators in power systems. Prediction of net demand (ND), defined as electrical load minus renewable generations, can provide useful information for accurate scheduling of conventional generators. In this article, characteristics of the time series of electric load, renewable generations and ND are analyzed, and a new hybrid prediction strategy is presented for direct prediction of ND. The training mechanism of the proposed forecasting engine is composed of a new stochastic search method and Levenberg–Marquardt learning algorithm based on an iterative procedure and greedy search. The suggested prediction strategy is tested on different real-world power systems and its obtained results are compared with the results of several other forecast methods and published literature figures. These comparisons confirm the validity of the developed forecasting strategy. © 2016 Wiley Periodicals, Inc. Complexity 21: 296–308, 2016" @default.
• W2492749039 created "2016-08-23" @default.
• W2492749039 creator A5020761786 @default.
• W2492749039 creator A5048612159 @default.
• W2492749039 date "2016-07-26" @default.
• W2492749039 modified "2023-09-25" @default.
• W2492749039 title "Net demand prediction for power systems by a new neural network-based forecasting engine" @default.
• W2492749039 cites W1134232692 @default.
• W2492749039 cites W1914918225 @default.
• W2492749039 cites W1932822497 @default.
• W2492749039 cites W1967433954 @default.
• W2492749039 cites W1975822310 @default.
• W2492749039 cites W1977434097 @default.
• W2492749039 cites W1990721886 @default.
• W2492749039 cites W1991420715 @default.
• W2492749039 cites W2024692966 @default.
• W2492749039 cites W2033703392 @default.
• W2492749039 cites W2044735270 @default.
• W2492749039 cites W2048340369 @default.
• W2492749039 cites W2058791286 @default.
• W2492749039 cites W2063301046 @default.
• W2492749039 cites W2071258353 @default.
• W2492749039 cites W2074511771 @default.
• W2492749039 cites W2077031811 @default.
• W2492749039 cites W2107886654 @default.
• W2492749039 cites W2113350326 @default.
• W2492749039 cites W2114107149 @default.
• W2492749039 cites W2117825288 @default.
• W2492749039 cites W2121067351 @default.
• W2492749039 cites W2126449928 @default.
• W2492749039 cites W2128213857 @default.
• W2492749039 cites W2145732764 @default.
• W2492749039 cites W2152008458 @default.
• W2492749039 cites W2165683014 @default.
• W2492749039 cites W2185592418 @default.
• W2492749039 doi "https://doi.org/10.1002/cplx.21807" @default.
• W2492749039 hasPublicationYear "2016" @default.
• W2492749039 type Work @default.
• W2492749039 sameAs 2492749039 @default.
• W2492749039 citedByCount "25" @default.
• W2492749039 countsByYear W24927490392017 @default.
• W2492749039 countsByYear W24927490392018 @default.
• W2492749039 countsByYear W24927490392019 @default.
• W2492749039 countsByYear W24927490392020 @default.
• W2492749039 countsByYear W24927490392021 @default.
• W2492749039 countsByYear W24927490392022 @default.
• W2492749039 countsByYear W24927490392023 @default.
• W2492749039 crossrefType "journal-article" @default.
• W2492749039 hasAuthorship W2492749039A5020761786 @default.
• W2492749039 hasAuthorship W2492749039A5048612159 @default.
• W2492749039 hasConcept C119599485 @default.
• W2492749039 hasConcept C121332964 @default.
• W2492749039 hasConcept C126255220 @default.
• W2492749039 hasConcept C127413603 @default.
• W2492749039 hasConcept C134306372 @default.
• W2492749039 hasConcept C154945302 @default.
• W2492749039 hasConcept C163258240 @default.
• W2492749039 hasConcept C182365436 @default.
• W2492749039 hasConcept C188573790 @default.
• W2492749039 hasConcept C206729178 @default.
• W2492749039 hasConcept C33923547 @default.
• W2492749039 hasConcept C41008148 @default.
• W2492749039 hasConcept C41291067 @default.
• W2492749039 hasConcept C50644808 @default.
• W2492749039 hasConcept C62520636 @default.
• W2492749039 hasConcept C78600449 @default.
• W2492749039 hasConcept C89227174 @default.
• W2492749039 hasConceptScore W2492749039C119599485 @default.
• W2492749039 hasConceptScore W2492749039C121332964 @default.
• W2492749039 hasConceptScore W2492749039C126255220 @default.
• W2492749039 hasConceptScore W2492749039C127413603 @default.
• W2492749039 hasConceptScore W2492749039C134306372 @default.
• W2492749039 hasConceptScore W2492749039C154945302 @default.
• W2492749039 hasConceptScore W2492749039C163258240 @default.
• W2492749039 hasConceptScore W2492749039C182365436 @default.
• W2492749039 hasConceptScore W2492749039C188573790 @default.
• W2492749039 hasConceptScore W2492749039C206729178 @default.
• W2492749039 hasConceptScore W2492749039C33923547 @default.
• W2492749039 hasConceptScore W2492749039C41008148 @default.
• W2492749039 hasConceptScore W2492749039C41291067 @default.
• W2492749039 hasConceptScore W2492749039C50644808 @default.
• W2492749039 hasConceptScore W2492749039C62520636 @default.
• W2492749039 hasConceptScore W2492749039C78600449 @default.
• W2492749039 hasConceptScore W2492749039C89227174 @default.
• W2492749039 hasIssue "S2" @default.
• W2492749039 hasLocation W24927490391 @default.
• W2492749039 hasOpenAccess W2492749039 @default.
• W2492749039 hasPrimaryLocation W24927490391 @default.
• W2492749039 hasRelatedWork W2143930673 @default.
• W2492749039 hasRelatedWork W2181526635 @default.
• W2492749039 hasRelatedWork W2346776702 @default.
• W2492749039 hasRelatedWork W2386387936 @default.
• W2492749039 hasRelatedWork W2582212168 @default.
• W2492749039 hasRelatedWork W3017823056 @default.
• W2492749039 hasRelatedWork W3211905631 @default.
• W2492749039 hasRelatedWork W4309744252 @default.
• W2492749039 hasRelatedWork W4362684980 @default.
• W2492749039 hasRelatedWork W919102594 @default.

• next