Secure Distributed State Estimation for Networked Microgrids

被引：29
作者：
Cintuglu, Mehmet H. [1 ]
Ishchenko, Dmitry [1 ]
机构：
[1] ABB US Corp Res Ctr, Energy & Automat Dept, Raleigh, NC 27606 USA
来源：
IEEE INTERNET OF THINGS JOURNAL | 2019年 / 6卷 / 05期
关键词：
Distributed state estimation (DSE); false data injection; microgrid; multiagent systems; resiliency; security; ATTACKS;
D O I：
10.1109/JIOT.2019.2902793
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Distributed state estimation (DSE) allows networked microgrids to achieve global state awareness with conservation of local information privacy by peer-to-peer message exchange implemented with Internet of Things protocols over heterogeneous communications. This paper presents a secure DSE (SDSE) method for networked microgrids to enhance system resiliency by addressing false data injection threat in distributed microgrid agent nodes. The designated SDSE applies a trust-based diffusion algorithm using adaptive combination policy, which allows agents to adapt their combination coefficients to exclude misbehaving nodes from the network. The results demonstrate that proposed SDSE algorithm addresses emerging data integrity and security problems in critical energy delivery infrastructure and SCADA environment.
引用
收藏
页码：8046 / 8055
页数：10
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