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混合整数線形モデルによる エネルギー供給システムのロバスト最適設計 (階層的最適化手法の適用)

Robust Optimal Design of Energy Supply Systems Based on a Mixed-Integer Linear Model (Application of a Hierarchical Optimization Method)

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  • A robust optimal design method of energy supply systems under uncertain energy demands has been proposed using a mixed- integer linear model for constituent equipment. A robust optimal design problem has been formulated as a three-level min-max- min optimization one by expressing uncertain energy demands by intervals, evaluating the robustness in a performance criterion based on the minimax regret criterion, and considering hierarchical relationships among design variables, uncertain energy demands, and operation variables. However, this method takes a long computation time, and thus it can be applied only to small-scale problems. In this paper, mixed-integer linear programming method in consideration of the hierarchical relationship between design and operation variables is applied to parts of the robust optimal design method which take long computation times to solve problems efficiently. In a case study, this revised method is applied to the robust optimal design of a cogeneration system with a simple configuration, and the validity and effectiveness of the method are ascertained.

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Author:Hiroki Kamada, Ryohei Yokoyama, Yuji Shinano, Tetsuya Wakui
Document Type:Article
Parent Title (Japanese):エネルギー・資源学会第35回エネルギーシステム・経済・環境コンファレンス講演論文集
First Page:163
Last Page:168
Year of first publication:2019
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