FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366384169> ?p ?o ?g. }

• W4366384169 endingPage "109415" @default.
• W4366384169 startingPage "109415" @default.
• W4366384169 abstract "Various studies have conducted to efficiently operate the distribution system and establish distribution system plans. In recent years, research has been highlighted on how to interpret and operate distribution systems from a predictive perspective, especially by forecasting loads. However, it is import to properly forecast not only short-term loads, but also mid/long-term loads considering actual application, as most of distribution system planning related works require those. In this work, therefore, we propose a reliable hybrid load forecasting model for distribution lines that combines Multi-Layered Perceptron and statistical techniques to solve the average convergence problem that could occur when only machine learning method is applied to forecast mid/long-term load. Also, the proposed model is developed and verified by using actual massive load data from more than 10,000 distribution lines provided by KEPCO. The verification results confirm that the proposed method has an average accuracy of 89.56% based on Normalised Root Mean Squared Error for the total 10,832 distribution lines in South Korea." @default.
• W4366384169 created "2023-04-21" @default.
• W4366384169 creator A5018905527 @default.
• W4366384169 creator A5048240940 @default.
• W4366384169 creator A5091407213 @default.
• W4366384169 date "2023-08-01" @default.
• W4366384169 modified "2023-09-27" @default.
• W4366384169 title "A Study on the development of long-term hybrid electrical load forecasting model based on MLP and statistics using massive actual data considering field applications" @default.
• W4366384169 cites W1968806673 @default.
• W4366384169 cites W1973075395 @default.
• W4366384169 cites W1973237289 @default.
• W4366384169 cites W1975455363 @default.
• W4366384169 cites W1983933235 @default.
• W4366384169 cites W2013539530 @default.
• W4366384169 cites W2014392450 @default.
• W4366384169 cites W2023257272 @default.
• W4366384169 cites W2026241078 @default.
• W4366384169 cites W2031489288 @default.
• W4366384169 cites W2035737123 @default.
• W4366384169 cites W2036495557 @default.
• W4366384169 cites W2069945715 @default.
• W4366384169 cites W2088224042 @default.
• W4366384169 cites W2091693228 @default.
• W4366384169 cites W2092317789 @default.
• W4366384169 cites W2094583358 @default.
• W4366384169 cites W2098142388 @default.
• W4366384169 cites W2098318489 @default.
• W4366384169 cites W2108838778 @default.
• W4366384169 cites W2114534220 @default.
• W4366384169 cites W2132105627 @default.
• W4366384169 cites W2151109389 @default.
• W4366384169 cites W2168747298 @default.
• W4366384169 cites W2278186031 @default.
• W4366384169 cites W2591426394 @default.
• W4366384169 cites W2595984151 @default.
• W4366384169 cites W2604099671 @default.
• W4366384169 cites W2739283086 @default.
• W4366384169 cites W2775155156 @default.
• W4366384169 cites W2996412301 @default.
• W4366384169 cites W3011523579 @default.
• W4366384169 cites W3016724855 @default.
• W4366384169 cites W3017073098 @default.
• W4366384169 cites W3027972301 @default.
• W4366384169 cites W3080801373 @default.
• W4366384169 cites W3082228473 @default.
• W4366384169 cites W3087798270 @default.
• W4366384169 cites W3154031915 @default.
• W4366384169 doi "https://doi.org/10.1016/j.epsr.2023.109415" @default.
• W4366384169 hasPublicationYear "2023" @default.
• W4366384169 type Work @default.
• W4366384169 citedByCount "1" @default.
• W4366384169 countsByYear W43663841692023 @default.
• W4366384169 crossrefType "journal-article" @default.
• W4366384169 hasAuthorship W4366384169A5018905527 @default.
• W4366384169 hasAuthorship W4366384169A5048240940 @default.
• W4366384169 hasAuthorship W4366384169A5091407213 @default.
• W4366384169 hasConcept C105795698 @default.
• W4366384169 hasConcept C110121322 @default.
• W4366384169 hasConcept C121332964 @default.
• W4366384169 hasConcept C124101348 @default.
• W4366384169 hasConcept C127413603 @default.
• W4366384169 hasConcept C134306372 @default.
• W4366384169 hasConcept C139945424 @default.
• W4366384169 hasConcept C154945302 @default.
• W4366384169 hasConcept C162324750 @default.
• W4366384169 hasConcept C179717631 @default.
• W4366384169 hasConcept C200601418 @default.
• W4366384169 hasConcept C202444582 @default.
• W4366384169 hasConcept C2777303404 @default.
• W4366384169 hasConcept C33923547 @default.
• W4366384169 hasConcept C41008148 @default.
• W4366384169 hasConcept C50522688 @default.
• W4366384169 hasConcept C50644808 @default.
• W4366384169 hasConcept C61797465 @default.
• W4366384169 hasConcept C62520636 @default.
• W4366384169 hasConcept C9652623 @default.
• W4366384169 hasConceptScore W4366384169C105795698 @default.
• W4366384169 hasConceptScore W4366384169C110121322 @default.
• W4366384169 hasConceptScore W4366384169C121332964 @default.
• W4366384169 hasConceptScore W4366384169C124101348 @default.
• W4366384169 hasConceptScore W4366384169C127413603 @default.
• W4366384169 hasConceptScore W4366384169C134306372 @default.
• W4366384169 hasConceptScore W4366384169C139945424 @default.
• W4366384169 hasConceptScore W4366384169C154945302 @default.
• W4366384169 hasConceptScore W4366384169C162324750 @default.
• W4366384169 hasConceptScore W4366384169C179717631 @default.
• W4366384169 hasConceptScore W4366384169C200601418 @default.
• W4366384169 hasConceptScore W4366384169C202444582 @default.
• W4366384169 hasConceptScore W4366384169C2777303404 @default.
• W4366384169 hasConceptScore W4366384169C33923547 @default.
• W4366384169 hasConceptScore W4366384169C41008148 @default.
• W4366384169 hasConceptScore W4366384169C50522688 @default.
• W4366384169 hasConceptScore W4366384169C50644808 @default.
• W4366384169 hasConceptScore W4366384169C61797465 @default.
• W4366384169 hasConceptScore W4366384169C62520636 @default.
• W4366384169 hasConceptScore W4366384169C9652623 @default.
• W4366384169 hasLocation W43663841691 @default.
• W4366384169 hasOpenAccess W4366384169 @default.

• next