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InfoResearchPeer-reviewed
PSDO: Privacy-Preserving Distributed Optimization for Autonomous Prosumer Energy Management
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Summary
The paper introduces PSDO (Privacy-Sensitive Distributed Optimization), a decentralized energy management framework for prosumers that combines decentralized optimization with differential privacy. Tested on the IEEE 33-bus radial distribution system, PSDO converges to the optimal solution while upholding differential privacy, and it outperforms the baseline DP-ADMM with superior privacy protection and minimal utility loss.