A PI+R Control Scheme Based on Multi-Agent Systems for Economic Dispatch in Isolated BESSs

IF 15.3 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yalin Zhang;Zhongxin Liu;Zengqiang Chen
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引用次数: 0

Abstract

Battery energy storage systems (BESSs) are widely used in smart grids. However, power consumed by inner impedance and the capacity degradation of each battery unit become particularly severe, which has resulted in an increase in operating costs. The general economic dispatch (ED) algorithm based on marginal cost (MC) consensus is usually a proportional (P) controller, which encounters the defects of slow convergence speed and low control accuracy. In order to solve the distributed ED problem of the isolated BESS network with excellent dynamic and steady-state performance, we attempt to design a proportional integral (PI) controller with a reset mechanism (PI+R) to asymptotically promote MC consensus and total power mismatch towards 0 in this paper. To be frank, the integral term in the PI controller is reset to 0 at an appropriate time when the proportional term undergoes a zero crossing, which accelerates convergence, improves control accuracy, and avoids overshoot. The eigenvalues of the system under a PI+R controller is well analyzed, ensuring the regularity of the system and enabling the reset mechanism. To ensure supply and demand balance within the isolated BESSs, a centralized reset mechanism is introduced, so that the controller is distributed in a flow set and centralized in a jump set. To cope with Zeno behavior and input delay, a dwell time that the system resides in a flow set is given. Based on this, the system with input delays can be reduced to a time-delay free system. Considering the capacity limitation of the battery, a modified MC scheme with PI+R controller is designed. The correctness of the designed scheme is verified through relevant simulations.
基于多代理系统的 PI+R 控制方案,用于隔离式 BESS 的经济调度
电池储能系统(BESS)被广泛应用于智能电网。然而,内部阻抗消耗的电能和每个电池单元的容量衰减变得尤为严重,这导致了运行成本的增加。基于边际成本(MC)共识的一般经济调度(ED)算法通常采用比例(P)控制器,存在收敛速度慢、控制精度低的缺陷。为了以优异的动态和稳态性能解决孤立 BESS 网络的分布式 ED 问题,本文尝试设计一种带有复位机制(PI+R)的比例积分(PI)控制器,以渐进地促进 MC 共识和总功率失配趋于 0。坦率地说,当比例项过零时,PI 控制器中的积分项会适时重置为 0,从而加快收敛速度、提高控制精度并避免超调。在 PI+R 控制器下,系统的特征值得到了很好的分析,确保了系统的正则性,并实现了复位机制。为确保隔离 BESS 内的供需平衡,引入了集中复位机制,使控制器分布于流量集,集中于跳跃集。为了应对 Zeno 行为和输入延迟,给出了系统在流量集中的停留时间。在此基础上,有输入延迟的系统可以简化为无时延系统。考虑到电池容量的限制,设计了一种带有 PI+R 控制器的改进 MC 方案。通过相关模拟验证了所设计方案的正确性。
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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