Load Demand Forecast of Organized Industrial Zone and Imbalance Cost Analysis
| dc.contributor.author | Hacer Sekerci | |
| dc.contributor.author | Sekerci, Hacer | |
| dc.coverage.spatial | Izmir TURKEY | |
| dc.date.accessioned | 2025-10-06T16:20:15Z | |
| dc.date.issued | 2019 | |
| dc.description.abstract | This project aims an economic analysis by estimating the electrical load of an organized industry zone in Izmir Turkey and creating a scenario close to reality. The electrical load of the organizing industry was estimated by artificial neural network method using electricity consumption values. In this method a multilayer perceptron model use for feed-forward algorithm and for a backpropagation training algorithm Levenberg-Marquard algorithm is used. The results obtained by artificial neural network and multiple linear regression method were compared with each other. | |
| dc.identifier.doi | 10.1109/asyu48272.2019.8946445 | |
| dc.identifier.isbn | 978-1-7281-2868-9 | |
| dc.identifier.isbn | 9781728128689 | |
| dc.identifier.scopus | 2-s2.0-85078334685 | |
| dc.identifier.uri | http://dx.doi.org/10.1109/asyu48272.2019.8946445 | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/6263 | |
| dc.identifier.uri | https://doi.org/10.1109/asyu48272.2019.8946445 | |
| dc.identifier.uri | https://doi.org/10.1109/ASYU48272.2019.8946445 | |
| dc.language.iso | Turkish | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | Innovations in Intelligent Systems and Applications Conference (ASYU) | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.source | 2019 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU) | |
| dc.subject | formatting, Electricity consumption, load demand, artificial neural network, power market, short-term forecasting | |
| dc.subject | Load Demand | |
| dc.subject | Power Market | |
| dc.subject | Electricity Consumption | |
| dc.subject | Artificial Neural Network | |
| dc.subject | Short-Term Forecasting | |
| dc.subject | Formatting | |
| dc.title | Load Demand Forecast of Organized Industrial Zone and Imbalance Cost Analysis | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Sekerci, Hacer (6506751324) | |
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| gdc.description.department | ||
| gdc.description.departmenttemp | [Sekerci, Hacer] Yasar Univ, Elekt Elekt Muhendisligi Bolumu, Izmir, Turkey | |
| gdc.description.endpage | 5 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 1 | |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
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| gdc.oaire.sciencefields | 0211 other engineering and technologies | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
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| gdc.virtual.author | Öztura, Hacer | |
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