Resilience enhancement by line hardening for communication routing considering renewable energy sources in cyber-physical power systems

IF 2.6 4区 工程技术 Q3 ENERGY & FUELS
Xiaolong Li, Wenyi Li, Nana Wang, Le Li, Xuan Gong
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Abstract

Communication routing of cyber-physical power systems (CPPS) with the high penetration of renewable energy sources (RES) plays an important role in the resilience enhancement against disasters, natural and man-made alike. Therefore, a trilevel optimization model is proposed for the CPPS resilience enhancement with the RES against extreme events. The upper-level model identifies optimal hardening lines of both the transmission and communication networks with consideration of the communication routing constraints. The middle-level model identifies the attacked lines to maximize load shedding of the power system. The effects of RES uncertainty and communication routings on resilience enhancement are analysed. The lower-level model attains an optimal allocation strategy of power generation to minimize load shedding. The model is solved by the column-and-constraint generation algorithm. Case studies are conducted on the IEEE 14-bus, RTS 24-bus, and 118-bus system. The results show that the proposed hardening strategy can effectively ensure the adaptiveness of the transmission network and communication routing to improve the resilience of CPPS to extreme events. Moreover, it is observed that the load loss and total investment cost are heavily affected without and with RES.

Abstract Image

通过线路加固增强网络物理电力系统中考虑到可再生能源的通信路由的复原力
网络物理电力系统(CPPS)的通信路由与可再生能源(RES)的高渗透率在增强抵御自然和人为灾害的能力方面发挥着重要作用。因此,我们提出了一个三级优化模型,用于增强 CPPS 与可再生能源在极端事件中的抗灾能力。上层模型在考虑通信路由限制的情况下,确定传输和通信网络的最佳加固线路。中层模型确定了攻击线路,以最大限度地减少电力系统的负荷。分析了可再生能源的不确定性和通信路由对提高恢复能力的影响。低层模型实现了发电量的最优分配策略,以最小化甩负荷。该模型采用列约束生成算法求解。对 IEEE 14 总线、RTS 24 总线和 118 总线系统进行了案例研究。结果表明,所提出的加固策略能有效确保传输网络和通信路由的适应性,从而提高 CPPS 对极端事件的恢复能力。此外,在不使用可再生能源和使用可再生能源的情况下,负荷损失和总投资成本均受到严重影响。
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来源期刊
IET Renewable Power Generation
IET Renewable Power Generation 工程技术-工程:电子与电气
CiteScore
6.80
自引率
11.50%
发文量
268
审稿时长
6.6 months
期刊介绍: IET Renewable Power Generation (RPG) brings together the topics of renewable energy technology, power generation and systems integration, with techno-economic issues. All renewable energy generation technologies are within the scope of the journal. Specific technology areas covered by the journal include: Wind power technology and systems Photovoltaics Solar thermal power generation Geothermal energy Fuel cells Wave power Marine current energy Biomass conversion and power generation What differentiates RPG from technology specific journals is a concern with power generation and how the characteristics of the different renewable sources affect electrical power conversion, including power electronic design, integration in to power systems, and techno-economic issues. Other technologies that have a direct role in sustainable power generation such as fuel cells and energy storage are also covered, as are system control approaches such as demand side management, which facilitate the integration of renewable sources into power systems, both large and small. The journal provides a forum for the presentation of new research, development and applications of renewable power generation. Demonstrations and experimentally based research are particularly valued, and modelling studies should as far as possible be validated so as to give confidence that the models are representative of real-world behavior. Research that explores issues where the characteristics of the renewable energy source and their control impact on the power conversion is welcome. Papers covering the wider areas of power system control and operation, including scheduling and protection that are central to the challenge of renewable power integration are particularly encouraged. The journal is technology focused covering design, demonstration, modelling and analysis, but papers covering techno-economic issues are also of interest. Papers presenting new modelling and theory are welcome but this must be relevant to real power systems and power generation. Most papers are expected to include significant novelty of approach or application that has general applicability, and where appropriate include experimental results. Critical reviews of relevant topics are also invited and these would be expected to be comprehensive and fully referenced. Current Special Issue. Call for papers: Power Quality and Protection in Renewable Energy Systems and Microgrids - https://digital-library.theiet.org/files/IET_RPG_CFP_PQPRESM.pdf Energy and Rail/Road Transportation Integrated Development - https://digital-library.theiet.org/files/IET_RPG_CFP_ERTID.pdf
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