集成电-气系统的异构智能体协调安全和贡献感知均衡策略:一种完全分散的方法

IF 5.6 2区 工程技术 Q2 ENERGY & FUELS
Chaoxian Lv , Kang Peng , Qin He , Yuanyuan Chai , Kaiping Qu , Rui Liang
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引用次数: 0

摘要

独立配电系统(pds)和天然气系统(NGSs)的电压水平和压力稳定性对于电-气集成系统(iegs)的安全和经济高效运行至关重要。然而,在隐私保护中,不同利益相关者的利益协调是一个挑战。在此基础上,提出了一种完全分散的IEGS异构智能体协调安全和贡献感知均衡策略。PDS、NGS和社区综合能源站的灵活运行,实现了PDS和NGS的双向电力交互,增强了IEGS的安全性。通过整合不同的需求响应,包括可中断的、可转移的和可替换的负荷,这种相互作用得到优化,以确保更有效的电力交换。提出了一种贡献感知的非对称纳什议价收益分配方法,该方法由非线性能量共享映射法计算的利益相关者贡献度决定。此外,本研究采用自适应乘数交替方向方法(ADMM)解决了异构agent间的协同安全运营挑战和贡献感知均衡问题,实现了利益相关者协作的充分去中心化,同时保证了隐私性和运营独立性。通过对改进的IEEE 33总线PDS和连接2个cess的9节点NGS的数值研究,验证了该策略的有效性。该策略使电压提高60.96 %,压力提高93.33 %。PDS、NGS、CIES1、CIES2的成本利润率分别为198.69 %、112.55 %、26.44 %、25.78 %。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Heterogeneous-agent coordinated secure and contribution-aware equilibrium strategy for integrated electricity-gas system: A fully decentralized approach
The individual voltage level and pressure stability for independent power distribution systems (PDSs) and natural gas systems (NGSs) are crucial for the secure and cost-effective operation of integrated electricity-gas systems (IEGSs). However, the interest coordination of different stakeholders with privacy preservation is challenging. Therefore, the heterogeneous-agent coordinated secure and contribution-aware equilibrium strategy for IEGS with a fully decentralized approach is proposed. The flexible operation of PDS, NGS, and community-integrated energy stations (CIESs) enables bidirectional power interaction between PDS and NGS, enhancing the security of IEGS. This interaction is optimized by integrating diverse demand responses, including interruptible, transferrable, and replaceable loads, to ensure more effective power exchanges. A contribution-aware asymmetric Nash bargaining method is proposed for revenue allocation, determined by the stakeholder contribution degrees calculated through a nonlinear energy sharing mapping method. Additionally, the study employs the adaptive alternating direction method of multipliers (ADMM) to resolve the coordinated secure operation challenges and contribution-aware equilibrium issues among heterogeneous agents, thereby achieving full decentralization of stakeholder collaboration with ensured privacy and operational independence. A numerical study on a modified IEEE 33-bus PDS and 9-node NGS, connecting 2 CIESs, proves the strategy’s efficacy. The proposed strategy boosts voltage by 60.96 % and pressure by 93.33 %. The profit rates of cost for PDS, NGS, CIES1, and CIES2 surge to 198.69 %, 112.55 %, 26.44 %, and 25.78 %.
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来源期刊
Sustainable Energy Grids & Networks
Sustainable Energy Grids & Networks Energy-Energy Engineering and Power Technology
CiteScore
7.90
自引率
13.00%
发文量
206
审稿时长
49 days
期刊介绍: Sustainable Energy, Grids and Networks (SEGAN)is an international peer-reviewed publication for theoretical and applied research dealing with energy, information grids and power networks, including smart grids from super to micro grid scales. SEGAN welcomes papers describing fundamental advances in mathematical, statistical or computational methods with application to power and energy systems, as well as papers on applications, computation and modeling in the areas of electrical and energy systems with coupled information and communication technologies.
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