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Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting
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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_ | 1869572707519037440 |
|---|---|
| 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:98557 |
| institution | FRELIP |
| journal_source_facet | Turkish Journal of Energy Policy |
| last_indexed | 2026-07-02T03:37:53.313Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting Energy General Energy |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Energy General Energy |
| subject_facet | Energy General Energy |
| title | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting |
| title_alt | Análisis comparativo del rendimiento de LSTM y modelos clásicos de aprendizaje automático para la predicción de consumo energético a corto plazo basada en IoT Analyse comparative des performances des modèles LSTM et d'apprentissage automatique classiques pour la prévision de la consommation d'énergie à court terme basée sur l'IdO Análise comparativa de desempenho de LSTM e modelos clássicos de aprendizado de máquina para previsão de consumo de energia de curto prazo baseada em IoT |
| title_auth | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting |
| title_es_txt | Análisis comparativo del rendimiento de LSTM y modelos clásicos de aprendizaje automático para la predicción de consumo energético a corto plazo basada en IoT |
| title_fr_txt | Analyse comparative des performances des modèles LSTM et d'apprentissage automatique classiques pour la prévision de la consommation d'énergie à court terme basée sur l'IdO |
| title_full | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting |
| title_fullStr | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting |
| title_full_unstemmed | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting |
| title_pt_txt | Análise comparativa de desempenho de LSTM e modelos clássicos de aprendizado de máquina para previsão de consumo de energia de curto prazo baseada em IoT |
| title_short | Comparative performance analysis of LSTM and classical machine learning models for IoT-based short-term energy consumption forecasting |
| title_sort | comparative performance analysis of lstm and classical machine learning models for iot-based short-term energy consumption forecasting |
| topic | Energy General Energy |
| url | https://dergipark.org.tr/en/pub/ijes/article/1814680%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20 |