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Power grid surveillance: Topology change detection system using power line communications.
- Source :
-
International Journal of Electrical Power & Energy Systems . Feb2023, Vol. 145, pN.PAG-N.PAG. 1p. - Publication Year :
- 2023
-
Abstract
- This paper proposes an efficient channel impulse response (CIR)-based technique to detect topology changes in the power grid. The features of the proposed approach include the following aspects: (i) it is a software-only solution, not requiring any intervention on the current smart grid architecture; (ii) topology changes can be detected via a simple distributed algorithm that requires only local communications; and, (iii) both memory and computational footprints of the proposed solution are minimal. The above-mentioned features make this contribution notably appealing for the resource-constrained smart grid domain. Furthermore, the paper provides a detailed discussion of the introduced technique, accompanied by an implementation reflecting a realistic use case, and presents an extensive simulation campaign to show the quality and viability of the proposed approach. A unique feature of our solution is that it performs well even when the communication channel is affected by a high noise level. For instance, with noise levels below 100 dB μ V (the typical PLC noise power range), the proposed solution showed a ≈ 100 % detection rate. To the best of our knowledge, our solution is the first one proposing a fully CIR-based, distributed, deterministic algorithm for intrusion detection and localization. We believe that the performance and advantages of the proposed technique pave the way for further smart grid applications and solutions. • The paper proposes a novel solution to detect changes in grid. • The solution does not require any intervention in the current smart grid architecture. • The topology changes are detected via an (optimal) efficient distributed algorithm. • The memory and computational footprint of the proposed solution is minimal. • An extensive simulation campaign showed the quality and viability of the proposed approach. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 01420615
- Volume :
- 145
- Database :
- Academic Search Index
- Journal :
- International Journal of Electrical Power & Energy Systems
- Publication Type :
- Academic Journal
- Accession number :
- 159953890
- Full Text :
- https://doi.org/10.1016/j.ijepes.2022.108634