Matches in SemOpenAlex for { <https://semopenalex.org/work/W3103383161> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3103383161 endingPage "51" @default.
- W3103383161 startingPage "38" @default.
- W3103383161 abstract "A study on load forecasting prediction is important for efficient management of users' demands for any utility such as electricity and gas. Many computational intelligence approaches have been adopted for short term electricity load forecasts. For instance, artificial neural network, traditional fuzzy neural networks, support vector machines and other intelligent methods have been adopted in the literature. It is well known that load forecast is an important input for management decision systems in every power supply organization. Fuzzy logic systems (type-1 and type-2) have proven to be one of the effective tools for many load forecasting problems. In this study, interval type-2 intuitionistic fuzzy logic system equipped with membership functions, non-membership functions and hesitation indices is proposed for very short and short-term load forecasting for the first time. Gradient descent method is used to optimize the parameters of the developed model. The proposed model is compared with the traditional interval type-2 fuzzy logic and traditional neural network systems. Experimental analyses reveal that the proposed model outperform the two traditional systems in many load instances." @default.
- W3103383161 created "2020-11-23" @default.
- W3103383161 creator A5046008738 @default.
- W3103383161 creator A5081647292 @default.
- W3103383161 creator A5083035492 @default.
- W3103383161 date "2020-01-01" @default.
- W3103383161 modified "2023-10-16" @default.
- W3103383161 title "Interval Type-2 Intuitionistic Fuzzy Logic System for Forecasting the Electricity Load" @default.
- W3103383161 cites W1562304287 @default.
- W3103383161 cites W1980564456 @default.
- W3103383161 cites W1987498744 @default.
- W3103383161 cites W1990193139 @default.
- W3103383161 cites W2031754865 @default.
- W3103383161 cites W2085337990 @default.
- W3103383161 cites W2149604064 @default.
- W3103383161 cites W2153744349 @default.
- W3103383161 cites W2224593922 @default.
- W3103383161 cites W2295959395 @default.
- W3103383161 cites W2411453843 @default.
- W3103383161 cites W2552749018 @default.
- W3103383161 cites W2554624120 @default.
- W3103383161 cites W2562403923 @default.
- W3103383161 cites W2564367872 @default.
- W3103383161 cites W2571945220 @default.
- W3103383161 cites W2605411835 @default.
- W3103383161 cites W2743680082 @default.
- W3103383161 cites W2767573948 @default.
- W3103383161 cites W2792763499 @default.
- W3103383161 cites W2805797750 @default.
- W3103383161 cites W2812215378 @default.
- W3103383161 cites W2885599165 @default.
- W3103383161 cites W2912565176 @default.
- W3103383161 cites W2914505053 @default.
- W3103383161 cites W2916471281 @default.
- W3103383161 cites W2921150294 @default.
- W3103383161 cites W2946049017 @default.
- W3103383161 cites W2969688201 @default.
- W3103383161 cites W2972961631 @default.
- W3103383161 cites W2974449012 @default.
- W3103383161 cites W2982145991 @default.
- W3103383161 cites W2982252711 @default.
- W3103383161 cites W2998186794 @default.
- W3103383161 cites W3005052899 @default.
- W3103383161 cites W3006529004 @default.
- W3103383161 cites W3103064492 @default.
- W3103383161 doi "https://doi.org/10.31695/ijasre.2020.33903" @default.
- W3103383161 hasPublicationYear "2020" @default.
- W3103383161 type Work @default.
- W3103383161 sameAs 3103383161 @default.
- W3103383161 citedByCount "0" @default.
- W3103383161 crossrefType "journal-article" @default.
- W3103383161 hasAuthorship W3103383161A5046008738 @default.
- W3103383161 hasAuthorship W3103383161A5081647292 @default.
- W3103383161 hasAuthorship W3103383161A5083035492 @default.
- W3103383161 hasBestOaLocation W31033831611 @default.
- W3103383161 hasConcept C114614502 @default.
- W3103383161 hasConcept C127313418 @default.
- W3103383161 hasConcept C151730666 @default.
- W3103383161 hasConcept C154945302 @default.
- W3103383161 hasConcept C2777299769 @default.
- W3103383161 hasConcept C2778067643 @default.
- W3103383161 hasConcept C33923547 @default.
- W3103383161 hasConcept C41008148 @default.
- W3103383161 hasConcept C58166 @default.
- W3103383161 hasConceptScore W3103383161C114614502 @default.
- W3103383161 hasConceptScore W3103383161C127313418 @default.
- W3103383161 hasConceptScore W3103383161C151730666 @default.
- W3103383161 hasConceptScore W3103383161C154945302 @default.
- W3103383161 hasConceptScore W3103383161C2777299769 @default.
- W3103383161 hasConceptScore W3103383161C2778067643 @default.
- W3103383161 hasConceptScore W3103383161C33923547 @default.
- W3103383161 hasConceptScore W3103383161C41008148 @default.
- W3103383161 hasConceptScore W3103383161C58166 @default.
- W3103383161 hasIssue "10" @default.
- W3103383161 hasLocation W31033831611 @default.
- W3103383161 hasOpenAccess W3103383161 @default.
- W3103383161 hasPrimaryLocation W31033831611 @default.
- W3103383161 hasRelatedWork W1681883922 @default.
- W3103383161 hasRelatedWork W2047629620 @default.
- W3103383161 hasRelatedWork W2090558690 @default.
- W3103383161 hasRelatedWork W2159964792 @default.
- W3103383161 hasRelatedWork W2349865494 @default.
- W3103383161 hasRelatedWork W2372553222 @default.
- W3103383161 hasRelatedWork W2925832130 @default.
- W3103383161 hasRelatedWork W3101673024 @default.
- W3103383161 hasRelatedWork W3157620392 @default.
- W3103383161 hasRelatedWork W3217459150 @default.
- W3103383161 hasVolume "06" @default.
- W3103383161 isParatext "false" @default.
- W3103383161 isRetracted "false" @default.
- W3103383161 magId "3103383161" @default.
- W3103383161 workType "article" @default.