Optimization of Power Plant Operation via Stochastic Programming with Recourse

Tomoki Fukuba; Takayuki Shiina; Ken ichi Tokoro; Tetsuya Sato

doi:10.1007/978-3-030-21803-4_93

Optimization of Power Plant Operation via Stochastic Programming with Recourse

Tomoki Fukuba, Takayuki Shiina^*, Ken ichi Tokoro, Tetsuya Sato

^*この研究の対応する著者

創造理工学部

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

A stochastic programming model of the operation of energy plants with the introduction of photovoltaic generation and a storage battery is developed. The uncertainty of the output of the photovoltaic generation is represented by a set of discrete scenarios, and the expected value of the operation cost is minimized. The effectiveness of the stochastic programming model by comparing it with the deterministic model is shown. As an economic evaluation, the recovery period for the initial investment of photovoltaic generation and storage battery is also shown.

本文言語	English
ホスト出版物のタイトル	Optimization of Complex Systems
ホスト出版物のサブタイトル	Theory, Models, Algorithms and Applications, 2019
編集者	Hoai An Le Thi, Hoai Minh Le, Tao Pham Dinh
出版社	Springer Verlag
ページ	937-948
ページ数	12
ISBN（印刷版）	9783030218027
DOI	https://doi.org/10.1007/978-3-030-21803-4_93
出版ステータス	Published - 2020
イベント	6th World Congress on Global Optimization, WCGO 2019 - Metz, France 継続期間: 2019 7月 8 → 2019 7月 10

出版物シリーズ

名前	Advances in Intelligent Systems and Computing
巻	991
ISSN（印刷版）	2194-5357
ISSN（電子版）	2194-5365

Conference

Conference	6th World Congress on Global Optimization, WCGO 2019
国/地域	France
City	Metz
Period	19/7/8 → 19/7/10

ASJC Scopus subject areas

制御およびシステム工学
コンピュータサイエンス（全般）

UN SDG

この成果は、次の持続可能な開発目標に貢献しています

文献へのアクセス

10.1007/978-3-030-21803-4_93

他のファイルとリンク

引用スタイル

Fukuba, T., Shiina, T., Tokoro, K. I., & Sato, T. (2020). Optimization of Power Plant Operation via Stochastic Programming with Recourse. In H. A. Le Thi, H. M. Le, & T. Pham Dinh (Eds.), Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019 (pp. 937-948). (Advances in Intelligent Systems and Computing; Vol. 991). Springer Verlag. https://doi.org/10.1007/978-3-030-21803-4_93

Optimization of Power Plant Operation via Stochastic Programming with Recourse. / Fukuba, Tomoki; Shiina, Takayuki; Tokoro, Ken ichi その他.
Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. ed. / Hoai An Le Thi; Hoai Minh Le; Tao Pham Dinh. Springer Verlag, 2020. p. 937-948 (Advances in Intelligent Systems and Computing; Vol. 991).

研究成果: Conference contribution

Fukuba, T, Shiina, T, Tokoro, KI & Sato, T 2020, Optimization of Power Plant Operation via Stochastic Programming with Recourse. in HA Le Thi, HM Le & T Pham Dinh (eds), Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. Advances in Intelligent Systems and Computing, vol. 991, Springer Verlag, pp. 937-948, 6th World Congress on Global Optimization, WCGO 2019, Metz, France, 19/7/8. https://doi.org/10.1007/978-3-030-21803-4_93

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title = "Optimization of Power Plant Operation via Stochastic Programming with Recourse",

abstract = "A stochastic programming model of the operation of energy plants with the introduction of photovoltaic generation and a storage battery is developed. The uncertainty of the output of the photovoltaic generation is represented by a set of discrete scenarios, and the expected value of the operation cost is minimized. The effectiveness of the stochastic programming model by comparing it with the deterministic model is shown. As an economic evaluation, the recovery period for the initial investment of photovoltaic generation and storage battery is also shown.",

keywords = "Energy plant, Operational planning, Optimization, Photovoltaic generation, Stochastic programming, Unit commitment problem",

author = "Tomoki Fukuba and Takayuki Shiina and Tokoro, {Ken ichi} and Tetsuya Sato",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 6th World Congress on Global Optimization, WCGO 2019 ; Conference date: 08-07-2019 Through 10-07-2019",

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AU - Tokoro, Ken ichi

AU - Sato, Tetsuya

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Y1 - 2020

N2 - A stochastic programming model of the operation of energy plants with the introduction of photovoltaic generation and a storage battery is developed. The uncertainty of the output of the photovoltaic generation is represented by a set of discrete scenarios, and the expected value of the operation cost is minimized. The effectiveness of the stochastic programming model by comparing it with the deterministic model is shown. As an economic evaluation, the recovery period for the initial investment of photovoltaic generation and storage battery is also shown.

AB - A stochastic programming model of the operation of energy plants with the introduction of photovoltaic generation and a storage battery is developed. The uncertainty of the output of the photovoltaic generation is represented by a set of discrete scenarios, and the expected value of the operation cost is minimized. The effectiveness of the stochastic programming model by comparing it with the deterministic model is shown. As an economic evaluation, the recovery period for the initial investment of photovoltaic generation and storage battery is also shown.

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KW - Operational planning

KW - Optimization

KW - Photovoltaic generation

KW - Stochastic programming

KW - Unit commitment problem

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BT - Optimization of Complex Systems

A2 - Le Thi, Hoai An

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Optimization of Power Plant Operation via Stochastic Programming with Recourse

抄録

出版物シリーズ

Conference

ASJC Scopus subject areas

UN SDG

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