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...

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Main Authors: Pengwei Su, Xue Tian, Yan Wang, Shuai Deng, Jun Zhao, Qingsong An, Yongzhen Wang
Format: Article
Language:English
Published: MDPI AG 2017-08-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/10/9/1303
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spelling doaj-b22984f3eada470a8602b1a268dabd2d2020-11-24T23:56:43ZengMDPI 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
collection DOAJ
language English
format Article
sources DOAJ
author Pengwei Su
Xue Tian
Yan Wang
Shuai Deng
Jun Zhao
Qingsong An
Yongzhen Wang
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
author_facet Pengwei Su
Xue Tian
Yan Wang
Shuai Deng
Jun Zhao
Qingsong An
Yongzhen Wang
author_sort Pengwei Su
title 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_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_sort recent trends in load forecasting technology for the operation optimization of distributed energy system
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2017-08-01
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.
topic distributed energy system
renewable energy
load forecasting
topological structure
url https://www.mdpi.com/1996-1073/10/9/1303
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