Comparative Forecasting of Energy Generation Using ARIMA and BiLSTM Models with Hyperparameter Optimization
| dc.contributor.author | Ozcan, Huseyin Gunhan | |
| dc.contributor.author | Emaminia, Sara | |
| dc.contributor.author | Demirkiran, Gokhan | |
| dc.date.accessioned | 2026-04-07T11:50:02Z | |
| dc.date.available | 2026-04-07T11:50:02Z | |
| dc.date.issued | 2025 | |
| dc.identifier.doi | 10.1007/978-3-031-88999-8_12 | |
| dc.identifier.isbn | 9783031889981 | |
| dc.identifier.issn | 2522-8595 | |
| dc.identifier.scopus | 2-s2.0-105020237320 | |
| dc.identifier.uri | https://hdl.handle.net/123456789/14008 | |
| dc.identifier.uri | https://doi.org/10.1007/978-3-031-88999-8_12 | |
| dc.language.iso | en | |
| dc.publisher | Springer Science and Business Media Deutschland GmbH | |
| dc.relation.ispartof | EAI/Springer Innovations in Communication and Computing -- 3rd International Congress of Electrical and Computer Engineering, ICECENG 2024 -- 27 November 2024 through 30 November 2024 -- Bandirma -- 341029 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Arima | |
| dc.subject | BiLSTM | |
| dc.subject | Residual Forecasting | |
| dc.subject | PSO | |
| dc.subject | Seasonal Adjustment | |
| dc.title | Comparative Forecasting of Energy Generation Using ARIMA and BiLSTM Models with Hyperparameter Optimization | en_US |
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| gdc.description.departmenttemp | [Emaminia S.] Energy System Engineering, Bahcesehir University, Istanbul, Turkey; [Demirkiran G.] Electrical and Electronics Engineering, Yaşar University, Izmir, Turkey; [Ozcan H.G.] Energy System Engineering, Bahcesehir University, Istanbul, Turkey | |
| gdc.description.endpage | 161 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 147 | |
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| gdc.virtual.author | Demirkiran, Gökhan | |
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