Multi-objective optimization to determine installation capacity of distributed power generation equipment considering energy-resilience against disasters

Akane Uemichi*, Masaaki Yagi, Ryo Oikawa, Yudai Yamasaki, Shigehiko Kaneko

*この研究の対応する著者

研究成果: Conference article査読

8 被引用数 (Scopus)

抄録

In 2017, the Mistry of Health, Labor, and Welfare in Japan added a requirement for domestic disaster base hospitals to install electric power generation equipment with a generation capacity at least 60% of usual demand for securing business continuity. In this study, we developed a multi-objective optimization tool for assisting the determination of the capacity of distributed generation equipment and contract plans considering energy-resiliency after a disaster. The selected objective functions are a total cost representing economy and environment, and an expected value of power shortage ratio after the catastrophe representing energy-resiliency. As a result, our developed tool could obtain the Pareto-optimal solutions for various size hospitals on the parameter plane of the two objective functions. As well as total costs, for all optimal solutions, the expected value of power shortage ratio under disaster situation resulted in less than 40% suggesting that the national requirement standard is satisfied. Then, the cluster analysis was carried out to grasp the tendency of optimal solutions. From the analysis of average value for each cluster, it is shown that the optimal introductory capacities of gas engine generators and storage batteries couple through the outage probabilities of gas supply. Furthermore, the optimal capacity of photovoltaic is much larger than the one assumed to install on the estimated rooftop area of the hospital building, which suggests that hospital can take an option to introduce more photovoltaics to an adjacent area if possible.

本文言語English
ページ(範囲)6538-6543
ページ数6
ジャーナルEnergy Procedia
158
DOI
出版ステータスPublished - 2019
外部発表はい
イベント10th International Conference on Applied Energy, ICAE 2018 - Hong Kong, China
継続期間: 2018 8月 222018 8月 25

ASJC Scopus subject areas

  • エネルギー(全般)

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