A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response

Liudong Zhang; Yubo Yuan; Bing Chen; Dawei Su

doi:10.1109/CCDC.2017.7978379

A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response

Liudong Zhang
, Yubo Yuan
, Bing Chen
, Dawei Su

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

3 Scopus citations

Abstract

Demand response can promote large-scale wind power accommodation via utilizing demand side resources to participate in power systems dispatch. Because the wind power uncertainty is neglected and the probabilistic model of wind power forecast error is difficult to be accurately obtained in the existing wind power dispatch models considering demand response, the impacts of wind power uncertainty on demand response load regulation are unable to be accurately evaluated. By utilizing the interval information of wind power forecast which can be conveniently obtained, the robust interval optimization method can be used to achieve the joint optimization of dynamic demand response load regulation and uncertain wind power accommodation. Therefore, a price-based demand response model is introduced to the conventional robust interval dynamic economic dispatch model, an hours-ahead robust interval economic dispatch model accommodating large-scale wind power with consideration of price-based demand response is developed and its solution method based on linear programming is proposed in this paper. Simulation studies on the IEEE 26-generator reliability test system connected to a wind farm are presented to verify the effectiveness and advantage of the proposed model.

Original language	English
Title of host publication	Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	6679-6684
Number of pages	6
ISBN (Electronic)	9781509046560
DOIs	https://doi.org/10.1109/CCDC.2017.7978379
State	Published - 12 Jul 2017
Externally published	Yes
Event	29th Chinese Control and Decision Conference, CCDC 2017 - Chongqing, China Duration: 28 May 2017 → 30 May 2017

Publication series

Name	Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017

Conference

Conference	29th Chinese Control and Decision Conference, CCDC 2017
Country/Territory	China
City	Chongqing
Period	28/05/17 → 30/05/17

Keywords

Demand Response
Robust Interval Optimization
Uncertainty
Wind Power Accommodation

Access to Document

10.1109/CCDC.2017.7978379

Cite this

Zhang, L., Yuan, Y., Chen, B., & Su, D. (2017). A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response. In Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017 (pp. 6679-6684). Article 7978379 (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCDC.2017.7978379

Zhang, Liudong ; Yuan, Yubo ; Chen, Bing et al. / A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response. Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 6679-6684 (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017).

@inproceedings{67a7067ebac140cba388f546ee131c6a,

title = "A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response",

abstract = "Demand response can promote large-scale wind power accommodation via utilizing demand side resources to participate in power systems dispatch. Because the wind power uncertainty is neglected and the probabilistic model of wind power forecast error is difficult to be accurately obtained in the existing wind power dispatch models considering demand response, the impacts of wind power uncertainty on demand response load regulation are unable to be accurately evaluated. By utilizing the interval information of wind power forecast which can be conveniently obtained, the robust interval optimization method can be used to achieve the joint optimization of dynamic demand response load regulation and uncertain wind power accommodation. Therefore, a price-based demand response model is introduced to the conventional robust interval dynamic economic dispatch model, an hours-ahead robust interval economic dispatch model accommodating large-scale wind power with consideration of price-based demand response is developed and its solution method based on linear programming is proposed in this paper. Simulation studies on the IEEE 26-generator reliability test system connected to a wind farm are presented to verify the effectiveness and advantage of the proposed model.",

keywords = "Demand Response, Robust Interval Optimization, Uncertainty, Wind Power Accommodation",

author = "Liudong Zhang and Yubo Yuan and Bing Chen and Dawei Su",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 29th Chinese Control and Decision Conference, CCDC 2017 ; Conference date: 28-05-2017 Through 30-05-2017",

year = "2017",

month = jul,

day = "12",

doi = "10.1109/CCDC.2017.7978379",

language = "英语",

series = "Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017",

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

pages = "6679--6684",

booktitle = "Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017",

}

Zhang, L, Yuan, Y, Chen, B & Su, D 2017, A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response. in Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017., 7978379, Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017, Institute of Electrical and Electronics Engineers Inc., pp. 6679-6684, 29th Chinese Control and Decision Conference, CCDC 2017, Chongqing, China, 28/05/17. https://doi.org/10.1109/CCDC.2017.7978379

A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response. / Zhang, Liudong; Yuan, Yubo; Chen, Bing et al.
Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 6679-6684 7978379 (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017).

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

TY - GEN

T1 - A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response

AU - Zhang, Liudong

AU - Yuan, Yubo

AU - Chen, Bing

AU - Su, Dawei

PY - 2017/7/12

Y1 - 2017/7/12

N2 - Demand response can promote large-scale wind power accommodation via utilizing demand side resources to participate in power systems dispatch. Because the wind power uncertainty is neglected and the probabilistic model of wind power forecast error is difficult to be accurately obtained in the existing wind power dispatch models considering demand response, the impacts of wind power uncertainty on demand response load regulation are unable to be accurately evaluated. By utilizing the interval information of wind power forecast which can be conveniently obtained, the robust interval optimization method can be used to achieve the joint optimization of dynamic demand response load regulation and uncertain wind power accommodation. Therefore, a price-based demand response model is introduced to the conventional robust interval dynamic economic dispatch model, an hours-ahead robust interval economic dispatch model accommodating large-scale wind power with consideration of price-based demand response is developed and its solution method based on linear programming is proposed in this paper. Simulation studies on the IEEE 26-generator reliability test system connected to a wind farm are presented to verify the effectiveness and advantage of the proposed model.

AB - Demand response can promote large-scale wind power accommodation via utilizing demand side resources to participate in power systems dispatch. Because the wind power uncertainty is neglected and the probabilistic model of wind power forecast error is difficult to be accurately obtained in the existing wind power dispatch models considering demand response, the impacts of wind power uncertainty on demand response load regulation are unable to be accurately evaluated. By utilizing the interval information of wind power forecast which can be conveniently obtained, the robust interval optimization method can be used to achieve the joint optimization of dynamic demand response load regulation and uncertain wind power accommodation. Therefore, a price-based demand response model is introduced to the conventional robust interval dynamic economic dispatch model, an hours-ahead robust interval economic dispatch model accommodating large-scale wind power with consideration of price-based demand response is developed and its solution method based on linear programming is proposed in this paper. Simulation studies on the IEEE 26-generator reliability test system connected to a wind farm are presented to verify the effectiveness and advantage of the proposed model.

KW - Demand Response

KW - Robust Interval Optimization

KW - Uncertainty

KW - Wind Power Accommodation

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DO - 10.1109/CCDC.2017.7978379

M3 - 会议稿件

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T3 - Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017

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EP - 6684

BT - Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 29th Chinese Control and Decision Conference, CCDC 2017

Y2 - 28 May 2017 through 30 May 2017

ER -

Zhang L, Yuan Y, Chen B, Su D. A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response. In Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 6679-6684. 7978379. (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017). doi: 10.1109/CCDC.2017.7978379

A robust interval economic dispatch model accommodating large-scale wind power generation with consideration of price-based demand response

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