期刊
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
卷 64, 期 6, 页码 5118-5128出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIE.2017.2668981
关键词
Distributed optimization; microgrid; real-time pricing; smart grid
资金
- JST CREST
- JSPS KAKENHI [15K06143]
- Grants-in-Aid for Scientific Research [15K06143] Funding Source: KAKEN
We propose a masking method to protect the agent privacy for distributed optimization. In the proposed method, each agent adds a masking signal to the own original state to conceal private information. Additionally, to obtain the correct solution of the optimization problem, they exchange the masking signals with each other and subtract the received signals from the own states. Finally, to illustrate the effectiveness of the proposed method, we apply it to microgrids and show that the supply-demand balance is kept via real-time pricing while protecting private information in agents' original states.
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