Optimization of Power Plant Operation via Stochastic Programming with Recourse

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

研究成果: Conference contribution

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.

元の言語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
出版者Springer-Verlag
ページ937-948
ページ数12
ISBN(印刷物)9783030218027
DOI
出版物ステータスPublished - 2020 1 1
イベント6th World Congress on Global Optimization, WCGO 2019 - Metz, France
継続期間: 2019 7 82019 7 10

出版物シリーズ

名前Advances in Intelligent Systems and Computing
991
ISSN(印刷物)2194-5357

Conference

Conference6th World Congress on Global Optimization, WCGO 2019
France
Metz
期間19/7/819/7/10

Fingerprint

Stochastic programming
Power plants
Recovery
Economics
Costs

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

これを引用

Fukuba, T., Shiina, T., Tokoro, K. I., & Sato, T. (2020). Optimization of Power Plant Operation via Stochastic Programming with Recourse. : H. A. Le Thi, H. M. Le, & T. Pham Dinh (版), Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019 (pp. 937-948). (Advances in Intelligent Systems and Computing; 巻数 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; Sato, Tetsuya.

Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. 版 / Hoai An Le Thi; Hoai Minh Le; Tao Pham Dinh. Springer-Verlag, 2020. p. 937-948 (Advances in Intelligent Systems and Computing; 巻 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. : HA Le Thi, HM Le & T Pham Dinh (版), Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. Advances in Intelligent Systems and Computing, 巻. 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
Fukuba T, Shiina T, Tokoro KI, Sato T. Optimization of Power Plant Operation via Stochastic Programming with Recourse. : Le Thi HA, Le HM, Pham Dinh T, 編集者, Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. Springer-Verlag. 2020. p. 937-948. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-030-21803-4_93
Fukuba, Tomoki ; Shiina, Takayuki ; Tokoro, Ken ichi ; Sato, Tetsuya. / Optimization of Power Plant Operation via Stochastic Programming with Recourse. Optimization of Complex Systems: Theory, Models, Algorithms and Applications, 2019. 編集者 / Hoai An Le Thi ; Hoai Minh Le ; Tao Pham Dinh. Springer-Verlag, 2020. pp. 937-948 (Advances in Intelligent Systems and Computing).
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