Recent trends in load forecasting technology for the operation optimization of distributed energy system

Pengwei Su; Xue Tian; Yan Wang; Shuai Deng; Jun Zhao; Qingsong An; Yongzhen Wang

doi:10.3390/en10091303

Recent trends in load forecasting technology for the operation optimization of distributed energy system

Pengwei Su, Xue Tian, Yan Wang, Shuai Deng^*, Jun Zhao, Qingsong An, Yongzhen Wang

^*Corresponding author for this work

Tianjin University

Research output: Contribution to journal › Review article › peer-review

38 Citations (Scopus)

Abstract

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.

Original language	English
Article number	1303
Journal	Energies
Volume	10
Issue number	9
DOIs	https://doi.org/10.3390/en10091303
Publication status	Published - 2017
Externally published	Yes

Keywords

Distributed energy system
Load forecasting
Renewable energy
Topological structure

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.3390/en10091303

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title = "Recent trends in load forecasting technology for the operation optimization of distributed energy system",

abstract = "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.",

keywords = "Distributed energy system, Load forecasting, Renewable energy, Topological structure",

author = "Pengwei Su and Xue Tian and Yan Wang and Shuai Deng and Jun Zhao and Qingsong An and Yongzhen Wang",

note = "Publisher Copyright: {\textcopyright} 2017 by the authors. Licensee MDPI, Basel, Switzerland.",

year = "2017",

doi = "10.3390/en10091303",

language = "English",

volume = "10",

journal = "Energies",

issn = "1996-1073",

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T1 - Recent trends in load forecasting technology for the operation optimization of distributed energy system

AU - Su, Pengwei

AU - Tian, Xue

AU - Wang, Yan

AU - Deng, Shuai

AU - Zhao, Jun

AU - An, Qingsong

AU - Wang, Yongzhen

PY - 2017

Y1 - 2017

N2 - 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.

AB - 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.

KW - Distributed energy system

KW - Load forecasting

KW - Renewable energy

KW - Topological structure

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U2 - 10.3390/en10091303

DO - 10.3390/en10091303

M3 - Review article

AN - SCOPUS:85029348161

SN - 1996-1073

VL - 10

JO - Energies

JF - Energies

IS - 9

M1 - 1303

ER -

Recent trends in load forecasting technology for the operation optimization of distributed energy system

Abstract

Keywords

UN SDGs

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