Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control

Masaki Yo; Masahiro Ono; Shuichi Adachi; Dai Murayama; Nobuo Okita

doi:10.1109/CDC.2014.7039500

Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control

Masaki Yo, Masahiro Ono, Shuichi Adachi, Dai Murayama, Nobuo Okita

物理情報工学科

研究成果: Conference contribution

7 被引用数 (Scopus)

抄録

Fluctuating wind power must be smoothed before supplied to a power grid in order to prevent potential damages of sensitive electrical devices connected to the grid. This paper considers a hybrid wind-solar thermal plant, where the output from the wind turbine is smoothed by bypassing through the thermal plant. We propose a chance-constrained MPC-based control method that optimally decides the ratio of the wind output that is bypassed through the thermal plant so that the rapid fluctuation of output is suppressed while the direct power output is maximized. The controller's parameters are designed in a way that result in a Pareto-optimal performance. We demonstrate the performance of the proposed method through simulations using real data.

本文言語	English
ホスト出版物のタイトル	53rd IEEE Conference on Decision and Control,CDC 2014
出版社	Institute of Electrical and Electronics Engineers Inc.
ページ	928-934
ページ数	7
版	February
ISBN（電子版）	9781479977468
DOI	https://doi.org/10.1109/CDC.2014.7039500
出版ステータス	Published - 2014
イベント	2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014 - Los Angeles, United States 継続期間: 2014 12月 15 → 2014 12月 17

出版物シリーズ

名前	Proceedings of the IEEE Conference on Decision and Control
番号	February
巻	2015-February
ISSN（印刷版）	0743-1546
ISSN（電子版）	2576-2370

Conference

Conference	2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014
国/地域	United States
City	Los Angeles
Period	14/12/15 → 14/12/17

ASJC Scopus subject areas

制御およびシステム工学
モデリングとシミュレーション
制御と最適化

文献へのアクセス

10.1109/CDC.2014.7039500

他のファイルとリンク

引用スタイル

Yo, M., Ono, M., Adachi, S., Murayama, D., & Okita, N. (2014). Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control. In 53rd IEEE Conference on Decision and Control,CDC 2014 (February ed., pp. 928-934). [7039500] (Proceedings of the IEEE Conference on Decision and Control; Vol. 2015-February, No. February). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CDC.2014.7039500

Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control. / Yo, Masaki; Ono, Masahiro; Adachi, Shuichi その他.

53rd IEEE Conference on Decision and Control,CDC 2014. February. ed. Institute of Electrical and Electronics Engineers Inc., 2014. p. 928-934 7039500 (Proceedings of the IEEE Conference on Decision and Control; Vol. 2015-February, No. February).

研究成果: Conference contribution

Yo, M, Ono, M, Adachi, S, Murayama, D & Okita, N 2014, Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control. in 53rd IEEE Conference on Decision and Control,CDC 2014. February edn, 7039500, Proceedings of the IEEE Conference on Decision and Control, no. February, vol. 2015-February, Institute of Electrical and Electronics Engineers Inc., pp. 928-934, 2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014, Los Angeles, United States, 14/12/15. https://doi.org/10.1109/CDC.2014.7039500

Yo M, Ono M, Adachi S, Murayama D, Okita N. Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control. In 53rd IEEE Conference on Decision and Control,CDC 2014. February ed. Institute of Electrical and Electronics Engineers Inc. 2014. p. 928-934. 7039500. (Proceedings of the IEEE Conference on Decision and Control; February). doi: 10.1109/CDC.2014.7039500

Yo, Masaki ; Ono, Masahiro ; Adachi, Shuichi その他. / Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control. 53rd IEEE Conference on Decision and Control,CDC 2014. February. ed. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 928-934 (Proceedings of the IEEE Conference on Decision and Control; February).

@inproceedings{756c2af89fd24544a634a84f3dec1217,

title = "Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control",

abstract = "Fluctuating wind power must be smoothed before supplied to a power grid in order to prevent potential damages of sensitive electrical devices connected to the grid. This paper considers a hybrid wind-solar thermal plant, where the output from the wind turbine is smoothed by bypassing through the thermal plant. We propose a chance-constrained MPC-based control method that optimally decides the ratio of the wind output that is bypassed through the thermal plant so that the rapid fluctuation of output is suppressed while the direct power output is maximized. The controller's parameters are designed in a way that result in a Pareto-optimal performance. We demonstrate the performance of the proposed method through simulations using real data.",

author = "Masaki Yo and Masahiro Ono and Shuichi Adachi and Dai Murayama and Nobuo Okita",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014 ; Conference date: 15-12-2014 Through 17-12-2014",

year = "2014",

doi = "10.1109/CDC.2014.7039500",

language = "English",

series = "Proceedings of the IEEE Conference on Decision and Control",

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

number = "February",

pages = "928--934",

booktitle = "53rd IEEE Conference on Decision and Control,CDC 2014",

edition = "February",

}

TY - GEN

T1 - Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control

AU - Yo, Masaki

AU - Ono, Masahiro

AU - Adachi, Shuichi

AU - Murayama, Dai

AU - Okita, Nobuo

PY - 2014

Y1 - 2014

N2 - Fluctuating wind power must be smoothed before supplied to a power grid in order to prevent potential damages of sensitive electrical devices connected to the grid. This paper considers a hybrid wind-solar thermal plant, where the output from the wind turbine is smoothed by bypassing through the thermal plant. We propose a chance-constrained MPC-based control method that optimally decides the ratio of the wind output that is bypassed through the thermal plant so that the rapid fluctuation of output is suppressed while the direct power output is maximized. The controller's parameters are designed in a way that result in a Pareto-optimal performance. We demonstrate the performance of the proposed method through simulations using real data.

AB - Fluctuating wind power must be smoothed before supplied to a power grid in order to prevent potential damages of sensitive electrical devices connected to the grid. This paper considers a hybrid wind-solar thermal plant, where the output from the wind turbine is smoothed by bypassing through the thermal plant. We propose a chance-constrained MPC-based control method that optimally decides the ratio of the wind output that is bypassed through the thermal plant so that the rapid fluctuation of output is suppressed while the direct power output is maximized. The controller's parameters are designed in a way that result in a Pareto-optimal performance. We demonstrate the performance of the proposed method through simulations using real data.

UR - http://www.scopus.com/inward/record.url?scp=84988246844&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84988246844&partnerID=8YFLogxK

U2 - 10.1109/CDC.2014.7039500

DO - 10.1109/CDC.2014.7039500

M3 - Conference contribution

AN - SCOPUS:84988246844

T3 - Proceedings of the IEEE Conference on Decision and Control

SP - 928

EP - 934

BT - 53rd IEEE Conference on Decision and Control,CDC 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014

Y2 - 15 December 2014 through 17 December 2014

ER -

Power output smoothing for hybrid wind-solar thermal plant using chance-constrained model predictive control

抄録

出版物シリーズ

Conference

ASJC Scopus subject areas

文献へのアクセス

他のファイルとリンク

フィンガープリント

引用スタイル