Adaptive Security Secondary Control for Microgrid in Prescribed Performance

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automation Science and Engineering Pub Date : 2024-10-17 DOI:10.1109/TASE.2024.3476282
Jia-Lei Fu;Wei-Wei Che
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Abstract

This paper studies the prescribed performance adaptive secondary control problem of the microgrid (MG) under denial-of-service (DoS) attacks. By considering parameter uncertainties and voltage losses, a more practical MG model is established with an uncertain control gain and an unknown nonlinear function. Then, an ingenious fuzzy estimator without the uncertain control gain term is proposed to estimate the unmeasurable state variables and reduce the impact of DoS attacks simultaneously. At the same time, a new estimation error is defined to simplify the derivation process of the estimate error system. To ensure that the voltage fluctuations caused by DoS attacks and load perturbations still satisfy the asymmetric constraints, a novel asymmetric performance function with consideration of the allowable voltage deviation criterion is constructed. In addition, to reduce the controller design complexity, the voltage restoration synchronization error with boundary constraint is transformed into the unconstrained performance error. Further, combining with the designed fuzzy state estimator and the performance transformation error, an adaptive security controller is proposed by using the backstepping technology to ensure that the voltage restoration synchronization error can enter the prescribed asymmetric convergence region within the predefined finite time. Finally, the effectiveness of the designed security controller is verified by two simulations with comparisons. Note to Practitioners—In this paper, a more practical MG system is modeled by considering the factors of the circuit component aging, faults, source voltage disturbances, and voltage losses. Next, the prescribed performance voltage restoration problem under DoS attacks is solved. Since DoS attacks and load perturbations have a great impact on the voltage control, a prescribed performance security control method is proposed to ensure that the transient voltage restoration synchronization error remains strictly within the prescribed region. Additionally, both the convergence time and the asymmetric voltage fluctuation region are predefined by practitioners. This enables practitioners to obtain more specific stabilization time and satisfactory transient performance in the MG. The rationality of the theoretical analysis results is verified by simulation experiments.
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规定性能下微电网的自适应安全二级控制
研究了微电网在DoS攻击下的预定性能自适应二次控制问题。考虑参数不确定性和电压损失,建立了具有不确定控制增益和未知非线性函数的更实用的MG模型。然后,提出了一种不含不确定控制增益项的巧妙模糊估计器,用于估计不可测状态变量,同时减少DoS攻击的影响。同时,定义了一个新的估计误差,简化了估计误差系统的推导过程。为了保证DoS攻击和负载扰动引起的电压波动仍然满足非对称约束,构造了考虑允许电压偏差准则的非对称性能函数。此外,为了降低控制器的设计复杂度,将具有边界约束的电压恢复同步误差转化为无约束的性能误差。在此基础上,结合所设计的模糊状态估计器和性能转换误差,提出了一种采用反步技术的自适应安全控制器,以保证电压恢复同步误差在预定义的有限时间内进入规定的非对称收敛区域。最后,通过两个仿真对比验证了所设计安全控制器的有效性。从业人员注意事项-在本文中,通过考虑电路元件老化,故障,源电压干扰和电压损失等因素,建立了一个更实用的MG系统模型。其次,解决了DoS攻击下规定的性能电压恢复问题。针对DoS攻击和负载扰动对电压控制的影响较大,提出了一种规定的性能安全控制方法,保证暂态电压恢复同步误差严格控制在规定的范围内。此外,收敛时间和电压不对称波动区域均由从业人员预先确定。这使得从业者在MG中获得更具体的稳定时间和令人满意的瞬态性能。仿真实验验证了理论分析结果的合理性。
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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