Fairness in Robust Unit Commitment Problem Considering Suppression of Renewable Energy
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arXiv
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| Autori principali: | , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2026
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| _version_ | 1866918380921946112 |
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| author | Toyoshima, Ichiro Poirion, Pierre-Louis Yamazaki, Tomohide Yaguchi, Kota Kubota, Masayuki Mizutani, Ryota Takeda, Akiko |
| author_facet | Toyoshima, Ichiro Poirion, Pierre-Louis Yamazaki, Tomohide Yaguchi, Kota Kubota, Masayuki Mizutani, Ryota Takeda, Akiko |
| contents | Power company operators make power generation plans one day in advance, in what is known as the Unit Commitment (UC) problem. UC is exposed to uncertainties, such as unknown electricity load and disturbances caused by renewable energy sources, especially PVs. In previous research, we proposed the Renewable Energy Robust Optimization Problem (RE-RP), which solves these uncertainties by considering suppression. In this paper, we propose a new model called RE-RP with fairness (RE-RPfair), which aims to achieve fair allocation among PVs allocation. This model is an expansion of the original RE-RP, and we prove its effectiveness through simulation. To measure the degree of fairness, we use the Gini Index, which is well-known in social science. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2603_09464 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Fairness in Robust Unit Commitment Problem Considering Suppression of Renewable Energy Toyoshima, Ichiro Poirion, Pierre-Louis Yamazaki, Tomohide Yaguchi, Kota Kubota, Masayuki Mizutani, Ryota Takeda, Akiko Optimization and Control Systems and Control Power company operators make power generation plans one day in advance, in what is known as the Unit Commitment (UC) problem. UC is exposed to uncertainties, such as unknown electricity load and disturbances caused by renewable energy sources, especially PVs. In previous research, we proposed the Renewable Energy Robust Optimization Problem (RE-RP), which solves these uncertainties by considering suppression. In this paper, we propose a new model called RE-RP with fairness (RE-RPfair), which aims to achieve fair allocation among PVs allocation. This model is an expansion of the original RE-RP, and we prove its effectiveness through simulation. To measure the degree of fairness, we use the Gini Index, which is well-known in social science. |
| title | Fairness in Robust Unit Commitment Problem Considering Suppression of Renewable Energy |
| topic | Optimization and Control Systems and Control |
| url | https://arxiv.org/abs/2603.09464 |