An economic dispatch model based on scenario tree in industrial micro-grid with wind power

Hao Ding; Feng Gao; Kun Liu; Xiaohong Guan

doi:10.1109/CCDC.2015.7162824

An economic dispatch model based on scenario tree in industrial micro-grid with wind power

Hao Ding
, Feng Gao
, Kun Liu
, Xiaohong Guan

Faculty of Electronic and Information Engineering

Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Abstract

Wind power is a kind of clean and renewable energy, and it is of great benefit to utilize it in an industrial micro-grid. This paper establishes an economic dispatch model of industrial micro-grid with wind power that aims at minimizing energy costs based on scenario tree. The uncertainty of wind power and load are managed by adjusting the production schedule and unit generation schedule properly. A numerical test is taken with data of an industrial micro-grid in the paper, and the result indicates that the fluctuation of wind power and load can be mitigated by production and power generation schedule effectively and utilizing wind power can help decrease the energy costs largely. The model is also compared with the deterministic model, and some conclusions are obtained.

Original language	English
Title of host publication	Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5028-5033
Number of pages	6
ISBN (Electronic)	9781479970179
DOIs	https://doi.org/10.1109/CCDC.2015.7162824
State	Published - 17 Jul 2015
Event	27th Chinese Control and Decision Conference, CCDC 2015 - Qingdao, China Duration: 23 May 2015 → 25 May 2015

Publication series

Name	Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015

Conference

Conference	27th Chinese Control and Decision Conference, CCDC 2015
Country/Territory	China
City	Qingdao
Period	23/05/15 → 25/05/15

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

economic dispatch
industrial micro-grid
scenario tree
wind power

Access to Document

10.1109/CCDC.2015.7162824

Cite this

Ding, H., Gao, F., Liu, K., & Guan, X. (2015). An economic dispatch model based on scenario tree in industrial micro-grid with wind power. In Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015 (pp. 5028-5033). Article 7162824 (Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCDC.2015.7162824

Ding, Hao ; Gao, Feng ; Liu, Kun et al. / An economic dispatch model based on scenario tree in industrial micro-grid with wind power. Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 5028-5033 (Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015).

@inproceedings{d990d46d7bc14acda6ead9d9615f25de,

title = "An economic dispatch model based on scenario tree in industrial micro-grid with wind power",

abstract = "Wind power is a kind of clean and renewable energy, and it is of great benefit to utilize it in an industrial micro-grid. This paper establishes an economic dispatch model of industrial micro-grid with wind power that aims at minimizing energy costs based on scenario tree. The uncertainty of wind power and load are managed by adjusting the production schedule and unit generation schedule properly. A numerical test is taken with data of an industrial micro-grid in the paper, and the result indicates that the fluctuation of wind power and load can be mitigated by production and power generation schedule effectively and utilizing wind power can help decrease the energy costs largely. The model is also compared with the deterministic model, and some conclusions are obtained.",

keywords = "economic dispatch, industrial micro-grid, scenario tree, wind power",

author = "Hao Ding and Feng Gao and Kun Liu and Xiaohong Guan",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 27th Chinese Control and Decision Conference, CCDC 2015 ; Conference date: 23-05-2015 Through 25-05-2015",

year = "2015",

month = jul,

day = "17",

doi = "10.1109/CCDC.2015.7162824",

language = "英语",

series = "Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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booktitle = "Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015",

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Ding, H, Gao, F, Liu, K & Guan, X 2015, An economic dispatch model based on scenario tree in industrial micro-grid with wind power. in Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015., 7162824, Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015, Institute of Electrical and Electronics Engineers Inc., pp. 5028-5033, 27th Chinese Control and Decision Conference, CCDC 2015, Qingdao, China, 23/05/15. https://doi.org/10.1109/CCDC.2015.7162824

An economic dispatch model based on scenario tree in industrial micro-grid with wind power. / Ding, Hao; Gao, Feng; Liu, Kun et al.
Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 5028-5033 7162824 (Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An economic dispatch model based on scenario tree in industrial micro-grid with wind power

AU - Ding, Hao

AU - Gao, Feng

AU - Liu, Kun

AU - Guan, Xiaohong

PY - 2015/7/17

Y1 - 2015/7/17

N2 - Wind power is a kind of clean and renewable energy, and it is of great benefit to utilize it in an industrial micro-grid. This paper establishes an economic dispatch model of industrial micro-grid with wind power that aims at minimizing energy costs based on scenario tree. The uncertainty of wind power and load are managed by adjusting the production schedule and unit generation schedule properly. A numerical test is taken with data of an industrial micro-grid in the paper, and the result indicates that the fluctuation of wind power and load can be mitigated by production and power generation schedule effectively and utilizing wind power can help decrease the energy costs largely. The model is also compared with the deterministic model, and some conclusions are obtained.

AB - Wind power is a kind of clean and renewable energy, and it is of great benefit to utilize it in an industrial micro-grid. This paper establishes an economic dispatch model of industrial micro-grid with wind power that aims at minimizing energy costs based on scenario tree. The uncertainty of wind power and load are managed by adjusting the production schedule and unit generation schedule properly. A numerical test is taken with data of an industrial micro-grid in the paper, and the result indicates that the fluctuation of wind power and load can be mitigated by production and power generation schedule effectively and utilizing wind power can help decrease the energy costs largely. The model is also compared with the deterministic model, and some conclusions are obtained.

KW - economic dispatch

KW - industrial micro-grid

KW - scenario tree

KW - wind power

UR - https://www.scopus.com/pages/publications/84945530602

U2 - 10.1109/CCDC.2015.7162824

DO - 10.1109/CCDC.2015.7162824

M3 - 会议稿件

AN - SCOPUS:84945530602

T3 - Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015

SP - 5028

EP - 5033

BT - Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 27th Chinese Control and Decision Conference, CCDC 2015

Y2 - 23 May 2015 through 25 May 2015

ER -

Ding H, Gao F, Liu K , Guan X. An economic dispatch model based on scenario tree in industrial micro-grid with wind power. In Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 5028-5033. 7162824. (Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015). doi: 10.1109/CCDC.2015.7162824

An economic dispatch model based on scenario tree in industrial micro-grid with wind power

Abstract

Publication series

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UN SDGs

Keywords

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