Suppr超能文献

面向快速频率恢复的分布式最优负荷频率控制:一种自抗扰控制方法。

Fast frequency recovery-oriented distributed optimal load frequency control: An active disturbance rejection control approach.

作者信息

Qi Xiao, Madonski Rafal, Liu Jizhen, Liu Min, Zhao Tianyang, Huang Congzhi, Yang Tingting, Deng Hui

机构信息

Energy and Electricity Research Center, Jinan University, Guangdong Province, 519070, China.

Energy and Electricity Research Center, Jinan University, Guangdong Province, 519070, China; State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China; School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China.

出版信息

ISA Trans. 2021 Jun;112:214-223. doi: 10.1016/j.isatra.2020.12.026. Epub 2020 Dec 13.

Abstract

With high penetration of renewable energy sources in nested multiple-microgrids, conventional solutions for the integration of load frequency control and economic dispatch may degrade frequency control performance and decrease operational economy. In this paper, a fast frequency recovery-oriented distributed optimal control strategy is proposed to deal with these problems. Firstly, a partial primal-dual gradient algorithm is dynamically integrated with an active disturbance rejection control algorithm (instead of conventional Proportional-Integral (PI) controller) to realize the fast frequency recovery and enhance anti-disturbance capability. As a result, frequent adjustments of resources can be avoided and this is crucial in extending the life cycles of batteries. Then, based on the above integration, the distributed optimal control law is derived, which is independent of load measurement and fully distributed, to coordinate the microgrids to share their power economically during the frequency regulation process. This can also relieve the communication and computation burden of the system. Finally, a set of numerical simulations is presented and the effectiveness of the proposed distributed optimal control is verified by the obtained results, which include a comparison with the conventional distributed PI-based optimal control strategy.

摘要

随着可再生能源在嵌套多微电网中的高渗透率,用于负荷频率控制和经济调度集成的传统解决方案可能会降低频率控制性能并降低运营经济性。本文提出了一种面向快速频率恢复的分布式最优控制策略来解决这些问题。首先,将部分原始对偶梯度算法与主动干扰抑制控制算法(代替传统的比例积分(PI)控制器)动态集成,以实现快速频率恢复并增强抗干扰能力。因此,可以避免资源的频繁调整,这对于延长电池的使用寿命至关重要。然后,基于上述集成,推导了分布式最优控制律,该控制律与负荷测量无关且完全分布式,以协调微电网在频率调节过程中经济地共享其功率。这也可以减轻系统的通信和计算负担。最后,给出了一组数值模拟,并通过所得结果验证了所提出的分布式最优控制的有效性,其中包括与传统的基于分布式PI的最优控制策略的比较。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验