Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System
The introduction of renewable resources into the distributed energy system has challenged the operation optimization of the distributed energy system. Integration of new technologies and diversified characteristics on the demand side has exerted a great influence on the distributed energy system. In...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2017-08-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/10/9/1303 |
| _version_ | 1811262863234301952 |
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| author | Pengwei Su Xue Tian Yan Wang Shuai Deng Jun Zhao Qingsong An Yongzhen Wang |
| author_facet | Pengwei Su Xue Tian Yan Wang Shuai Deng Jun Zhao Qingsong An Yongzhen Wang |
| author_sort | Pengwei Su |
| collection | DOAJ |
| description | The introduction of renewable resources into the distributed energy system has challenged the operation optimization of the distributed energy system. Integration of new technologies and diversified characteristics on the demand side has exerted a great influence on the distributed energy system. In this paper, by way of literature review, first, the topological structure and the mathematical expression of the distributed energy system were summarized, and the trend of enrichment and diversification and the new characteristics of the system were evaluated. Then, the load forecasting technology was reviewed and analyzed from two aspects, fundamental research and application research. Research methods of the distributed energy system under the new trend of energies were discussed, and the boundaries of the broadened distributed energy technology were explored. |
| first_indexed | 2024-04-12T19:34:33Z |
| format | Article |
| id | doaj.art-b22984f3eada470a8602b1a268dabd2d |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-04-12T19:34:33Z |
| publishDate | 2017-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-b22984f3eada470a8602b1a268dabd2d2022-12-22T03:19:15ZengMDPI AGEnergies1996-10732017-08-01109130310.3390/en10091303en10091303Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy SystemPengwei Su0Xue Tian1Yan Wang2Shuai Deng3Jun Zhao4Qingsong An5Yongzhen Wang6Key Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaKey Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaKey Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaKey Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaKey Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaKey Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaKey Laboratory of Efficient Utilization of Low and Medium Grade Energy, Ministry of Education, Tianjin University, Tianjin 300350, ChinaThe introduction of renewable resources into the distributed energy system has challenged the operation optimization of the distributed energy system. Integration of new technologies and diversified characteristics on the demand side has exerted a great influence on the distributed energy system. In this paper, by way of literature review, first, the topological structure and the mathematical expression of the distributed energy system were summarized, and the trend of enrichment and diversification and the new characteristics of the system were evaluated. Then, the load forecasting technology was reviewed and analyzed from two aspects, fundamental research and application research. Research methods of the distributed energy system under the new trend of energies were discussed, and the boundaries of the broadened distributed energy technology were explored.https://www.mdpi.com/1996-1073/10/9/1303distributed energy systemrenewable energyload forecastingtopological structure |
| spellingShingle | Pengwei Su Xue Tian Yan Wang Shuai Deng Jun Zhao Qingsong An Yongzhen Wang Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System Energies distributed energy system renewable energy load forecasting topological structure |
| title | Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System |
| title_full | Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System |
| title_fullStr | Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System |
| title_full_unstemmed | Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System |
| title_short | Recent Trends in Load Forecasting Technology for the Operation Optimization of Distributed Energy System |
| title_sort | recent trends in load forecasting technology for the operation optimization of distributed energy system |
| topic | distributed energy system renewable energy load forecasting topological structure |
| url | https://www.mdpi.com/1996-1073/10/9/1303 |
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