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- W4315694821 abstract "Photovoltaics installation causes voltage deviations at distribution grids (DGs). The coordinated operation of a DG and microgrids (MGs) eliminates the voltage deviations at lower cost than grid-facility reinforcement. Conventional operation scheduling methods require that MG operators (MGOs) send gradient of their objective function to the DG operator (DGO), whereas not all MGOs can calculate the gradient information. To address this issue, a coordinated operation scheduling method that uses Benders decomposition with gradient estimation is proposed. With this method, the DGO receives only energy cost from MGOs and estimates the gradient information on the basis of the second-order central difference method, which is a kind of finite difference methods. The proposed method has an advantage that the DGO can make coordination with more MGOs and secure more flexibility to eliminate voltage deviations at the DG. A numerical experiment was conducted with a modified IEEE 34 bus feeder with three MGs. The results indicate that the proposed method can eliminate voltage-constraint violations by coordinating with MGs that have no calculation capability of gradient information." @default.
- W4315694821 created "2023-01-12" @default.
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- W4315694821 date "2022-11-01" @default.
- W4315694821 modified "2023-10-06" @default.
- W4315694821 title "Coordinated Operation Scheduling Method of Distribution Grid and Microgrids with Gradient Estimation by Finite Difference" @default.
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- W4315694821 doi "https://doi.org/10.1109/isgtasia54193.2022.10003584" @default.
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