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基于双卡尔曼滤波的抗网络攻击与电压传感器故障的分布式直流微电网可靠混合控制策略

Reliable Hybrid Control Scheme for Distributed DC Microgrid Based on Dual Kalman Filter Under Cyberattacks and Voltage Sensor Faults

作者 Hieu Xuan Nguyen · Dat Thanh Tran · Myungbok Kim · Kyeong-Hwa Kim
期刊 IEEE Journal of Emerging and Selected Topics in Power Electronics
出版日期 2025年9月
卷/期 第 14 卷 第 1 期
技术分类 控制与算法
技术标签 微电网 下垂控制 故障诊断 可靠性分析
相关度评分 ★★★★ 4.0 / 5.0
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中文摘要

本文提出一种面向分布式直流微电网的可靠混合控制策略,融合双卡尔曼滤波实现二次控制输出与直流母线电压的协同估计,可实时识别网络攻击和传感器故障,并自动切换至容错控制模式;采用单向通信与自适应下垂控制,在保障电压稳定与功率分配的同时降低用电成本。

English Abstract

In this article, a reliable hybrid control scheme for distributed dc microgrid (DCMG) is proposed to maintain both the voltage stabilization and power management in the presence of multiple cyberattacks and voltage sensor fault. A dual Kalman filter, which separately estimates the secondary control output and dc-link voltage values, is implemented to effectively identify the system abnormalities. As soon as the abnormalities such as cyberattacks or sensor failures are detected, the proposed hybrid control scheme instantly changes the operation of the power agents to the appropriate control mode to maintain the stability of DCMG system. The proposed hybrid control scheme requires only unidirectional communication links for distributed DCMG, which contributes to achieve the consensus in secondary control output with optimal communicational cost. In addition, an adaptive droop curve is also considered in the primary control to minimize the electricity price. The stability of the proposed hybrid control scheme is mathematically analyzed. The reliability of the proposed strategy is verified through several simulations and experimental results.
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SunView 深度解读

该研究对阳光电源PowerTitan、PowerStack等储能系统在直流微网场景下的高可靠运行具有直接参考价值,尤其适用于光储柴氢多源混合微网中PCS(如ST系列)的故障自愈与抗干扰控制升级。建议将双Kalman滤波异常检测模块嵌入iSolarCloud智能平台边缘控制器,增强ST50K/ST100K等储能变流器在工商业微网中的鲁棒性,并支撑PowerTitan在离网/弱网场景下的自主稳定运行。