← 返回
针对通信时延下网络物理电力系统的鲁棒矩匹配负荷频率控制策略
Robust moments-matching load frequency control strategy for cyber–physical power system amid communication time delay
| 作者 | Akash Kumar Deep · G. Lloyds Raj · Gagan Deep Meen |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 382 卷 |
| 技术分类 | 系统并网技术 |
| 技术标签 | SiC器件 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Simple frequency control scheme for a cyber–physical power system amid CTD. |
语言:
中文摘要
摘要 在现代网络物理电力系统中,存在显著通信时延(CTD)情况下的虚假数据注入(FDI)型网络威胁是一个严峻问题,严重影响系统的频率稳定性和控制性能。当电力系统存在非线性特性以及可再生能源渗透时,频率控制问题变得更加复杂。为确保安全可靠的电力供应,实际应用中亟需一种简单且鲁棒的负荷频率控制策略。为此,本文提出了一种新的单参数解析型比例–积分–微分(PID)设计方法,适用于具有较大通信时延的互联系统双区域火电厂(TPP)。该方法利用火电厂模型的脉冲响应来获取PID控制器参数,从而避免了现有解析PID设计中所需的传统模型降阶和CTD的帕德(Pade)近似,这些近似过程往往导致严重的性能退化。本文所提PID设计中的唯一可调参数λ用于调节性能与鲁棒性之间的权衡关系,其取值通过最小化以双区域火电厂区域控制误差函数形式表示的时间加权绝对误差积分(ITAE)来确定。通过对多种实际场景(如FDI型网络攻击、火电厂非线性特性以及可再生能源(太阳能和风能)的接入)进行仿真,将所提方法与现有同类方法在性能和鲁棒性方面进行了对比分析。此外,还开展了基于最大灵敏度的鲁棒性研究,结果表明,即使火电厂模型参数发生变化,所提控制策略仍能保证系统的频率稳定性。
English Abstract
Abstract False data injection (FDI)-type cyber-threats amid significant communication time delay (CTD) is a challenging issue in modern cyber–physical power systems , affecting its frequency stability and performance. The frequency control problem becomes all the more challenging amid power system nonlinearities and renewable energy penetration. To ensure safe and reliable power supply, a simple and robust load frequency control strategy is vital in practice. Hence, a new uni-parametric analytical proportional–integral–derivative (PID) design strategy is suggested for an interconnected dual-area thermal power plant (TPP) with considerable CTD. This method uses the impulse response of the TPP model to obtain the PID parameters, thereby eliminating the requirement for model-order reduction and Pade’s estimate of CTD, which causes serious performance degradation in existing analytical PID designs. The single tuning parameter λ that dictates the performance-robustness trade-off of the present PID design is determined by minimizing the integral of time-weighted absolute error (ITAE), estimated as a function of area control errors of the dual-area TPP. Performance and robustness of the proposed design is compared with its contemporaries by simulating various practical scenarios such as FDI-type cyber attacks , TPP nonlinearities and integration of renewable energy sources (solar and wind). A maximum sensitivity-based robustness study is performed to demonstrate that the proposed design yields frequency stability despite changes in TPP model parameters.
S
SunView 深度解读
该负荷频率控制技术对阳光电源储能系统(ST系列PCS、PowerTitan)具有重要价值。文中提出的抗时延PID控制策略可直接应用于储能系统的一次调频功能,增强电网频率稳定性。针对虚假数据注入攻击的防护机制可集成到iSolarCloud平台的网络安全模块。所提出的脉冲响应建模方法可优化VSG虚拟同步机控制算法,提升光储系统在高比例新能源场景下的并网鲁棒性。ITAE优化策略为多机组协调控制提供理论支撑,适用于大型储能电站的AGC调频服务。