### 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.

Original language | English |
---|---|

Title of host publication | Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings |

Editors | T. V. Gopal, Junzo Watada |

Publisher | Springer-Verlag |

Pages | 208-221 |

Number of pages | 14 |

ISBN (Print) | 9783030148119 |

DOIs | |

Publication status | Published - 2019 Jan 1 |

Event | 15th Annual Conference on Theory and Applications of Models of Computation, TAMC 2019 - Kitakyushu, Japan Duration: 2019 Apr 13 → 2019 Apr 16 |

### Publication series

Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
---|---|

Volume | 11436 LNCS |

ISSN (Print) | 0302-9743 |

ISSN (Electronic) | 1611-3349 |

### Conference

Conference | 15th Annual Conference on Theory and Applications of Models of Computation, TAMC 2019 |
---|---|

Country | Japan |

City | Kitakyushu |

Period | 19/4/13 → 19/4/16 |

### Fingerprint

### Keywords

- Energy plant
- Operational planning
- Optimization
- Photovoltaic generation
- Stochastic programming
- Unit commitment problem

### ASJC Scopus subject areas

- Theoretical Computer Science
- Computer Science(all)

### Cite this

*Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings*(pp. 208-221). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11436 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-030-14812-6_13

**Stochastic programming for energy plant operation.** / Fukuba, Tomoki; Shiina, Takayuki; Tokoro, Ken ichi.

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

*Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings.*Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11436 LNCS, Springer-Verlag, pp. 208-221, 15th Annual Conference on Theory and Applications of Models of Computation, TAMC 2019, Kitakyushu, Japan, 19/4/13. https://doi.org/10.1007/978-3-030-14812-6_13

}

TY - GEN

T1 - Stochastic programming for energy plant operation

AU - Fukuba, Tomoki

AU - Shiina, Takayuki

AU - Tokoro, Ken ichi

PY - 2019/1/1

Y1 - 2019/1/1

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=85064856104&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85064856104&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-14812-6_13

DO - 10.1007/978-3-030-14812-6_13

M3 - Conference contribution

SN - 9783030148119

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 208

EP - 221

BT - Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings

A2 - Gopal, T. V.

A2 - Watada, Junzo

PB - Springer-Verlag

ER -