Switched Surplus-Based Distributed Security Dispatch for Smart Grid With Persistent Packet Loss

Communication network failure, e.g., persistent packet loss, may considerably affect the safe and stable operation of smart grids. This may degrade the performance of various components and applications, including energy management and economic dispatch. We propose a switched surplus-based distribut...

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Veröffentlicht in:IEEE internet of things journal 2024-02, Vol.11 (4), p.6185-6198
Hauptverfasser: Ren, Rufei, Li, Yushuai, Sun, Qiuye, Zhang, Shiliang, Gao, David Wenzhong, Maharjan, Sabita
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container_end_page 6198
container_issue 4
container_start_page 6185
container_title IEEE internet of things journal
container_volume 11
creator Ren, Rufei
Li, Yushuai
Sun, Qiuye
Zhang, Shiliang
Gao, David Wenzhong
Maharjan, Sabita
description Communication network failure, e.g., persistent packet loss, may considerably affect the safe and stable operation of smart grids. This may degrade the performance of various components and applications, including energy management and economic dispatch. We propose a switched surplus-based distributed security dispatch approach to cope with the persistent packet loss under an unreliable communication network environment. First, we jointly consider the packet loss sequence and the dynamic triggering sequence to define actual affected periods caused by the persistent packet loss. Then, we outline an incentive scheme, integrate primal-dual analysis and eigenvalue perturbation theory to design the switched surplus-based distributed security dispatch algorithm. Further, we design a dynamic triggering mechanism that enables the proposed algorithm to dynamically switch to different modes according to the change in network state. With those components, the proposed method offers strong robustness against persistent packet loss. In addition, we provide the convergence and optimality proofs of the algorithm. Finally, simulation results are provided to validate the proposed method and to demonstrate its effectiveness.
doi_str_mv 10.1109/JIOT.2023.3311758
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source IEEE Electronic Library (IEL)
subjects Algorithms
Communications networks
Distributed optimization
dynamic trigger
economic dispatch
Eigenvalues
Energy management
Indexes
Internet of Things
Optimization
Packet loss
Performance degradation
persistent packet loss
Perturbation theory
Security
Smart grid
Smart grids
Switches
title Switched Surplus-Based Distributed Security Dispatch for Smart Grid With Persistent Packet Loss
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