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Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism
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| Published in: | Turkish Journal of Energy Policy |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868553102767947776 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Turkish Journal of Energy Policy |
| description | |
| discipline_display | Energy |
| discipline_facet | Energy |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:73619 |
| institution | FRELIP |
| journal_source_facet | Turkish Journal of Energy Policy |
| last_indexed | 2026-06-20T21:31:00.656Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism Energy General Energy |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Energy General Energy |
| subject_facet | Energy General Energy |
| title | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism |
| title_alt | Pronóstico de carga eléctrica horaria de múltiples pasos para un solo hogar: Un enfoque híbrido de aprendizaje profundo basado en CNN, BiGRU y Mecanismo de Atención Prévision horaire multi-étapes de la charge électrique pour un seul ménage : Une approche hybride d'apprentissage profond basée sur CNN, BiGRU et mécanisme d'attention Previsão de carga elétrica horária multi-etapas para uma única residência: Uma abordagem híbrida de aprendizado profundo baseada em CNN, BiGRU e Mecanismo de Atenção |
| title_auth | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism |
| title_es_txt | Pronóstico de carga eléctrica horaria de múltiples pasos para un solo hogar: Un enfoque híbrido de aprendizaje profundo basado en CNN, BiGRU y Mecanismo de Atención |
| title_fr_txt | Prévision horaire multi-étapes de la charge électrique pour un seul ménage : Une approche hybride d'apprentissage profond basée sur CNN, BiGRU et mécanisme d'attention |
| title_full | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism |
| title_fullStr | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism |
| title_full_unstemmed | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism |
| title_pt_txt | Previsão de carga elétrica horária multi-etapas para uma única residência: Uma abordagem híbrida de aprendizado profundo baseada em CNN, BiGRU e Mecanismo de Atenção |
| title_short | Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism |
| title_sort | multi-step hourly electrical load forecasting for a single household: a hybrid deep learning approach based on cnn, bigru, and attention mechanism |
| topic | Energy General Energy |
| url | https://dergipark.org.tr/en/pub/ijes/article/1826202%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20 |