Matches in SemOpenAlex for { <https://semopenalex.org/work/W1556091388> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W1556091388 abstract "Forecasting hourly electricity prices and loads in daily power markets is the most essential task and basis for any decision making. An approach to predict the market behaviors is to use the historical prices, loads and other required information to forecast the future prices and loads. This paper presents an approach for short-term electricity price and load forecasting using neural network model, which uses publicly available data from NEMMCO Web site to forecast electricity price and load for the Victorian electricity market. An approach of selection of similar days is proposed according to which the load and price curves are forecasted by using the information of the days being similar to that of the forecast day. A Euclidean norm with weighted factors is used for the selection of similar days. Two different ANN models, one for load forecasting and another for price forecasting have been proposed. The forecasted price and load from the neural networks are the corrected output of selected similar price and load days, respectively. MAPE results show that short-term electricity prices and loads in the deregulated Victorian market can be forecasted with reasonable accuracy" @default.
- W1556091388 created "2016-06-24" @default.
- W1556091388 creator A5000462606 @default.
- W1556091388 creator A5020249277 @default.
- W1556091388 creator A5031089304 @default.
- W1556091388 date "2006-03-10" @default.
- W1556091388 modified "2023-09-26" @default.
- W1556091388 title "Neural Network Models to Predict Short-Term Electricity Prices and Loads" @default.
- W1556091388 cites W1899402344 @default.
- W1556091388 cites W1978468300 @default.
- W1556091388 cites W2010448349 @default.
- W1556091388 cites W2036887743 @default.
- W1556091388 cites W2048764852 @default.
- W1556091388 cites W2105916576 @default.
- W1556091388 cites W2109018050 @default.
- W1556091388 cites W2120094018 @default.
- W1556091388 cites W2122671960 @default.
- W1556091388 cites W2123410355 @default.
- W1556091388 cites W2126709108 @default.
- W1556091388 cites W2126831543 @default.
- W1556091388 cites W2133720763 @default.
- W1556091388 cites W2150722745 @default.
- W1556091388 cites W2151767444 @default.
- W1556091388 cites W2155482907 @default.
- W1556091388 cites W2170831719 @default.
- W1556091388 cites W3143300990 @default.
- W1556091388 cites W3150435615 @default.
- W1556091388 doi "https://doi.org/10.1109/icit.2005.1600629" @default.
- W1556091388 hasPublicationYear "2006" @default.
- W1556091388 type Work @default.
- W1556091388 sameAs 1556091388 @default.
- W1556091388 citedByCount "18" @default.
- W1556091388 countsByYear W15560913882012 @default.
- W1556091388 countsByYear W15560913882015 @default.
- W1556091388 countsByYear W15560913882016 @default.
- W1556091388 countsByYear W15560913882019 @default.
- W1556091388 crossrefType "proceedings-article" @default.
- W1556091388 hasAuthorship W1556091388A5000462606 @default.
- W1556091388 hasAuthorship W1556091388A5020249277 @default.
- W1556091388 hasAuthorship W1556091388A5031089304 @default.
- W1556091388 hasConcept C119599485 @default.
- W1556091388 hasConcept C120174047 @default.
- W1556091388 hasConcept C121332964 @default.
- W1556091388 hasConcept C127413603 @default.
- W1556091388 hasConcept C146733006 @default.
- W1556091388 hasConcept C149782125 @default.
- W1556091388 hasConcept C154945302 @default.
- W1556091388 hasConcept C162324750 @default.
- W1556091388 hasConcept C206658404 @default.
- W1556091388 hasConcept C2781104810 @default.
- W1556091388 hasConcept C2983129042 @default.
- W1556091388 hasConcept C41008148 @default.
- W1556091388 hasConcept C50644808 @default.
- W1556091388 hasConcept C61797465 @default.
- W1556091388 hasConcept C62520636 @default.
- W1556091388 hasConceptScore W1556091388C119599485 @default.
- W1556091388 hasConceptScore W1556091388C120174047 @default.
- W1556091388 hasConceptScore W1556091388C121332964 @default.
- W1556091388 hasConceptScore W1556091388C127413603 @default.
- W1556091388 hasConceptScore W1556091388C146733006 @default.
- W1556091388 hasConceptScore W1556091388C149782125 @default.
- W1556091388 hasConceptScore W1556091388C154945302 @default.
- W1556091388 hasConceptScore W1556091388C162324750 @default.
- W1556091388 hasConceptScore W1556091388C206658404 @default.
- W1556091388 hasConceptScore W1556091388C2781104810 @default.
- W1556091388 hasConceptScore W1556091388C2983129042 @default.
- W1556091388 hasConceptScore W1556091388C41008148 @default.
- W1556091388 hasConceptScore W1556091388C50644808 @default.
- W1556091388 hasConceptScore W1556091388C61797465 @default.
- W1556091388 hasConceptScore W1556091388C62520636 @default.
- W1556091388 hasLocation W15560913881 @default.
- W1556091388 hasOpenAccess W1556091388 @default.
- W1556091388 hasPrimaryLocation W15560913881 @default.
- W1556091388 hasRelatedWork W1505507594 @default.
- W1556091388 hasRelatedWork W1958819020 @default.
- W1556091388 hasRelatedWork W1981878077 @default.
- W1556091388 hasRelatedWork W1995139569 @default.
- W1556091388 hasRelatedWork W2036887743 @default.
- W1556091388 hasRelatedWork W2087568275 @default.
- W1556091388 hasRelatedWork W2121955751 @default.
- W1556091388 hasRelatedWork W2126709108 @default.
- W1556091388 hasRelatedWork W2138797260 @default.
- W1556091388 hasRelatedWork W2143084353 @default.
- W1556091388 hasRelatedWork W2158984605 @default.
- W1556091388 hasRelatedWork W2222376727 @default.
- W1556091388 hasRelatedWork W2534569010 @default.
- W1556091388 hasRelatedWork W2540431973 @default.
- W1556091388 hasRelatedWork W2559617468 @default.
- W1556091388 hasRelatedWork W2560125060 @default.
- W1556091388 hasRelatedWork W2790294551 @default.
- W1556091388 hasRelatedWork W2891362619 @default.
- W1556091388 hasRelatedWork W2912967325 @default.
- W1556091388 hasRelatedWork W2989019588 @default.
- W1556091388 isParatext "false" @default.
- W1556091388 isRetracted "false" @default.
- W1556091388 magId "1556091388" @default.
- W1556091388 workType "article" @default.