IEEE internet of things journal, 2019-10, Vol.6 (5), p.8046-8055
2019
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Details
- Autor(en) / Beteiligte
- Titel
- Secure Distributed State Estimation for Networked Microgrids
- Ist Teil von
- IEEE internet of things journal, 2019-10, Vol.6 (5), p.8046-8055
- Ort / Verlag
- Piscataway: IEEE
- Erscheinungsjahr
- 2019
- Quelle
- IEEE Electronic Library Online
- Beschreibungen/Notizen
- 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.
- Sprache
- Englisch
- Identifikatoren
- ISSN: 2327-4662eISSN: 2327-4662DOI: 10.1109/JIOT.2019.2902793Titel-ID: cdi_crossref_primary_10_1109_JIOT_2019_2902793
- Format
- –
- Schlagworte
- Adaptive algorithms, Distributed generation, Distributed state estimation (DSE), Economics, Electric power grids, false data injection, Government, Internet of Things, microgrid, Microgrids, multiagent systems, Nodes, Peer-to-peer computing, Protocol (computers), Reliability engineering, resiliency, Security, State estimation