### 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 |
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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 8 → 2019 7 10 |

### 出版物シリーズ

名前 | Advances in Intelligent Systems and Computing |
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巻 | 991 |

ISSN（印刷物） | 2194-5357 |

### Conference

Conference | 6th World Congress on Global Optimization, WCGO 2019 |
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国 | France |

市 | Metz |

期間 | 19/7/8 → 19/7/10 |

### Fingerprint

### ASJC Scopus subject areas

- Control and Systems Engineering
- Computer Science(all)

### これを引用

*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.

研究成果: Conference contribution

*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

}

TY - GEN

T1 - Optimization of Power Plant Operation via Stochastic Programming with Recourse

AU - Fukuba, Tomoki

AU - Shiina, Takayuki

AU - Tokoro, Ken ichi

AU - Sato, Tetsuya

PY - 2020/1/1

Y1 - 2020/1/1

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.

KW - Energy plant

KW - Operational planning

KW - Optimization

KW - Photovoltaic generation

KW - Stochastic programming

KW - Unit commitment problem

UR - http://www.scopus.com/inward/record.url?scp=85068358341&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85068358341&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-21803-4_93

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

M3 - Conference contribution

AN - SCOPUS:85068358341

SN - 9783030218027

T3 - Advances in Intelligent Systems and Computing

SP - 937

EP - 948

BT - Optimization of Complex Systems

A2 - Le Thi, Hoai An

A2 - Le, Hoai Minh

A2 - Pham Dinh, Tao

PB - Springer-Verlag

ER -