Journal
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
Volume 64, Issue 6, Pages 5118-5128Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIE.2017.2668981
Keywords
Distributed optimization; microgrid; real-time pricing; smart grid
Categories
Funding
- JST CREST
- JSPS KAKENHI [15K06143]
- Grants-in-Aid for Scientific Research [15K06143] Funding Source: KAKEN
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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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