基于 VSG 交流微电网的分布式自触发隐私保护二级控制

IF 10.1 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-09-25 DOI:10.1109/TSG.2024.3467392
Xing Huang;Donglian Qi;Yulin Chen;Yunfeng Yan;Shaohua Yang;Yaxin Wang;Xianbo Wang
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引用次数: 0

摘要

随着基于可再生能源的分布式发电机(dg)被广泛地集成到微电网(mg)中,系统惯性急剧下降,对电能质量提出了巨大的挑战。在传统同步发电机(SG)的启发下,提出了一种新的控制结构——虚拟同步发电机(VSG),以提供辅助转子调节。此外,现有的分布式控制算法高度依赖于显式状态共享,这使得mgg面临潜在的隐私泄露威胁。为此,在保护初始值和实时性的同时,提出了一种基于vsg的分布式自触发保护隐私的AC mg二级控制方法。首先,通过模拟SG的运行,对VSG进行建模,为mg提供惯性和阻尼支持。针对自动控制系统的非线性动态特性,提出了一种基于惯性支持的自动控制系统集成分布式二次控制策略。此外,我们提出了一个更全面的隐私保护的定义。其次,创新地开发了一种基于Paillier加密的隐私保护算法,以解决在进行连续信息交互时需要面临的潜在数据泄露问题。此外,为了降低额外加密成本的影响,我们提出了一种自触发机制,可以显著减少86%的通信资源。最后,通过数值算例验证了该策略的优越性能。
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Distributed Self-Triggered Privacy-Preserving Secondary Control of VSG-Based AC Microgrids
As extensive renewable energy-based distributed generators (DGs) are integrated into the microgrids (MGs), system inertia drops sharply, posing enormous challenges to power quality. Inspired by the conventional synchronous generator(SG), a novel control structure called virtual synchronous generator (VSG) is proposed to provide ancillary rotor regulation. Moreover, existing distributed control algorithms highly rely on explicit state sharing, which exposes MGs to potential privacy leakage threats. To this end, a distributed self-triggered privacy-preserving secondary control of VSG-based AC MGs is proposed to achieve control objectives while protecting the initial and real-time values. First, VSG is modeled by mimicking the operation of SG to provide inertial and damping support for MGs. Considering the nonlinear dynamic characteristics of VSGs, a novel VSG-integrated distributed secondary control strategy with inertial-support is established to achieve control objectives. Moreover, we present a more comprehensive definition of privacy preservation. Next, a Paillier encryption-based privacy-preserving algorithm is innovatively developed to tackle the potential data disclosure problems that need to be faced when performing continuous information interaction. Further, to attenuate the effect of extra encryption costs, we propose a self-triggered mechanism to significantly reduce 86% communication resources. Finally, the superior performance of the proposed strategy is testified by numerical case studies.
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来源期刊
IEEE Transactions on Smart Grid
IEEE Transactions on Smart Grid ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
22.10
自引率
9.40%
发文量
526
审稿时长
6 months
期刊介绍: The IEEE Transactions on Smart Grid is a multidisciplinary journal that focuses on research and development in the field of smart grid technology. It covers various aspects of the smart grid, including energy networks, prosumers (consumers who also produce energy), electric transportation, distributed energy resources, and communications. The journal also addresses the integration of microgrids and active distribution networks with transmission systems. It publishes original research on smart grid theories and principles, including technologies and systems for demand response, Advance Metering Infrastructure, cyber-physical systems, multi-energy systems, transactive energy, data analytics, and electric vehicle integration. Additionally, the journal considers surveys of existing work on the smart grid that propose new perspectives on the history and future of intelligent and active grids.
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