Security event-trigger-based distributed energy management of cyber-physical isolated power system with considering nonsmooth effects
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Date
Authors
Zhang, Huifeng
Chen, Zhuxiang
Ye, Tao
Yue, Dong
Xie, Xiangpeng
Hu, Xiaojing
Dou, Chunxia
Hancke, Gerhard P.
Xue, Yusheng
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers
Abstract
Due to cyber-physical fusion and nonsmooth characteristics of energy management, this article proposes a security event-trigger-based distributed approach to address these issues with developed smoothing technique. To tackle with nonconvex and nondifferentiable issue, a randomized gradient-free-based successive convex approximation is developed to smooth economic objective function. Due to resilience ability against security issue, a security event-triggered mechanism-based distributed energy management is proposed to optimize social welfare, which coordinately controls both power generators and load demand. The security event-triggered mechanism is designed to reduce power system security risks, and relieve communication burden caused by smoothing calculation, the convergence of proposed distributed algorithm is also properly proved. According to those obtained results on both IEEE 9-bus and IEEE 39-bus systems, it reveals that the proposed approach can achieve good convergence performance and have less security risks than other alternatives, which also proves that the proposed approach can be a viable and promising way for tackling with energy management issue of cyber-physical isolated power system.
Description
Keywords
Randomized gradient free, Communication burden, Isolated power system, Event-triggered mechanism, Distributed energy management, Costs, Power generation, Generators, Optimization, Security, Energy management, Power systems, SDG-07: Affordable and clean energy, SDG-09: Industry, innovation and infrastructure
Sustainable Development Goals
SDG-07:Affordable and clean energy
SDG-09: Industry, innovation and infrastructure
SDG-09: Industry, innovation and infrastructure
Citation
Zhang, H.F., Chen, Z.X., Ye, T., et al. 2024, 'Security event-trigger-based distributed energy management of cyber-physical isolated power system with considering nonsmooth effects', IEEE Transactions on Cybernetics, vol. 54, no. 6, pp. 3553-3564, doi : 10.1109/TCYB.2023.3311396.
