Estimation of short-term power load of a small house by generalized behavioural learning method
| dc.authorid | 0000-0003-0710-0867 | en_US |
| dc.authorid | 0000-0001-7789-6376 | en_US |
| dc.contributor.author | Ertuğrul, Ömer Faruk | |
| dc.contributor.author | Tağluk, Mehmet Emin | |
| dc.date.accessioned | 2019-07-04T13:11:38Z | |
| dc.date.available | 2019-07-04T13:11:38Z | |
| dc.date.issued | 2017-06-15 | en_US |
| dc.department | Batman Üniversitesi Mühendislik - Mimarlık Fakültesi Elektrik-Elektronik Mühendisliği Bölümü | en_US |
| dc.description.abstract | Power load estimation, especially short-term power load estimation, plays an important role in the management of a power system in terms of system security and electricity costs. Therefore, estimation of short-term power load accurately is a popular research issue. In this paper, the generalized behavioral learning method (GBLM), a method developed based on human's behavioral learning theories, was employed to estimate short-term power load. The datasets that belong to houses B and C were employed in the estimation process. Achieved results by GBLM and extreme learning machine (ELM) ELM were compared. It is showed that GBLM estimates short-term power load with a higher success rate than ELM. | en_US |
| dc.identifier.citation | Ertuğrul, Ö F., Tağluk, M. E. (2017). Estimation of short-term power load of a small house by generalized behavioural learning method. 2017 5th International Istanbul Smart Grid and Cities Congress and Fair (ICSG), 19-21 April 2017, İstanbul, Turkey. https://doi.org/10.1109/sgcf.2017.7947607 | en_US |
| dc.identifier.isbn | 978-1-5090-5938-6 | |
| dc.identifier.isbn | 978-1-5090-5939-3 | |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.uri | https://doi.org/10.1109/sgcf.2017.7947607 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12402/2187 | |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.isversionof | 10.1109/sgcf.2017.7947607 | en_US |
| dc.relation.journal | 2017 5th International Istanbul Smart Grid and Cities Congress and Fair (ICSG) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.rights | Attribution-NonCommercial-ShareAlike 3.0 United States | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/3.0/us/ | * |
| dc.subject | Extreme Learning Machine | en_US |
| dc.subject | Generalized Behavioral Learning | en_US |
| dc.subject | Power Load Estimation | en_US |
| dc.subject | Short-Term Power Load | en_US |
| dc.subject | Small House | en_US |
| dc.title | Estimation of short-term power load of a small house by generalized behavioural learning method | en_US |
| dc.type | Conference Object | en_US |
