4.7 Article

A Resilient Consensus-Based Distributed Energy Management Algorithm Against Data Integrity Attacks

Journal

IEEE TRANSACTIONS ON SMART GRID
Volume 10, Issue 5, Pages 4729-4740

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSG.2018.2867106

Keywords

Consensus algorithm; distributed energy management; data integrity attack; neighborhood watch; resilience

Funding

  1. U.S. National Science Foundation [EEC-0812121, CNS-1505633]

Ask authors/readers for more resources

This paper addresses the vulnerability of consensus-based distributed energy scheduling algorithm to data integrity attacks. A reputation-based neighborhood-watch mechanism is introduced to detect the false information and achieve optimal operating point in the presence of misbehaving controllers. The reputation-based neighborhood watch algorithm has three major functions: 1) verifying the correctness of neighbors' information based on two-hop shared information; 2) identifying the compromised controller based on reputation indexes; and 3) maintaining the correctness of local information estimation in the presence of false information. The effectiveness of the proposed method is illustrated through simulation analyses in the future renewable electric energy delivery and management system.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available