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Optimizing power system stability: A hybrid approach using manta ray foraging and Salp swarm optimization algorithms for electromechanical oscillation mitigation in multi‐machine systems 优化电力系统稳定性:使用蝠鲼觅食和 Salp 蜂群优化算法的混合方法,用于缓解多机系统中的机电振荡
Pub Date : 2024-05-15 DOI: 10.1049/gtd2.13173
Mohamed H. Hassan, Salah Kamel, Mahmoud A. El‐Dabah, Mohammad A. Abido, Hamed Zeinoddini‐Meymand
This paper emphasizes the significance of ensuring adequate damping of electromechanical oscillations in power systems to ensure stable operation. Power System Stabilizers (PSSs) are influential in enhancing system damping and refining dynamic characteristics during transient conditions. However, the efficacy of PSSs is notably contingent on parameter values, particularly in the case of lead‐lag PSSs. In response to this challenge, the paper introduces a Tilt‐Integral‐Derivative (TID)‐based PSS, optimized through a novel optimization algorithm called Hybrid Manta Ray Foraging and Salp Swarm Optimization Algorithms (MRFOSSA). The MRFOSSA algorithm demonstrates robustness and enhanced convergence, validated through benchmark function tests, and outperforms competing algorithms. These superior characteristics of MRFOSSA were employed in optimal tuning of TID‐PSSs to uphold the stability of multi‐machine power systems. The MRFOSSA algorithm demonstrates robustness and enhanced convergence, outperforms competing algorithms in the optimal tuning of TID‐PSS within the Western System Coordinating Council (WSCC)‐3‐machines 9‐bus test system. In summary, the proposed TID‐PSS, coupled with the MRFOSSA algorithm, presents a promising avenue for enhancing power system stability.
本文强调了确保充分抑制电力系统机电振荡以保证稳定运行的重要性。电力系统稳定器(PSS)在增强系统阻尼和改善瞬态条件下的动态特性方面具有重要作用。然而,电力系统稳定器的功效明显取决于参数值,尤其是在前导滞后电力系统稳定器的情况下。为了应对这一挑战,本文介绍了一种基于倾斜积分派生(TID)的 PSS,该 PSS 通过一种名为 "混合蝠鲼觅食和 Salp 蜂群优化算法(MRFOSSA)"的新型优化算法进行优化。经基准功能测试验证,MRFOSSA 算法具有稳健性和更强的收敛性,性能优于其他竞争算法。MRFOSSA 的这些优异特性被用于 TID-PSS 的优化调整,以维护多机电力系统的稳定性。在西部系统协调委员会(WSCC)-3-机器 9 总线测试系统内的 TID-PSS 优化调整中,MRFOSSA 算法表现出鲁棒性和更强的收敛性,优于竞争算法。总之,所提出的 TID-PSS 与 MRFOSSA 算法相结合,为增强电力系统稳定性提供了一条大有可为的途径。
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引用次数: 0
A robust optimization approach for resiliency improvement in power distribution system 提高配电系统恢复能力的稳健优化方法
Pub Date : 2024-02-14 DOI: 10.1049/gtd2.13062
Reza Abshirini, Mojtaba Najafi, Naghi Moaddabi Pirkolachahi
The occurrence of natural disasters has led to an alarming increase in power interruptions, with severe impacts. Compounding this problem is the uncertain nature of data, which presents significant challenges in enhancing the resiliency of power distribution systems following such events. To tackle these issues, this paper introduces a robust optimization approach for improving the resiliency of power distribution systems. The approach encompasses crew teams for switching actions as part of the restoration process, along with demand response programs and mobile generators (MGs). By simultaneously leveraging these elements and considering the uncertainty associated with electrical load and electrical price, the resiliency of the system is enhanced. The objective function is tri‐level, comprising minimum, maximum, and minimum functions. At the first level, the approach minimizes the cost of commitment of combined heat and power plants (CHPs) by taking into account the location of MGs and the reconfiguration structure in power distribution systems. The second level aims to identify the worst‐case scenario for the uncertainty variables. Finally, the third level focuses on minimizing the total operation cost under the worst‐case scenario using demand response programs. The proposed algorithm is implemented on an IEEE 33‐bus test distribution system, with four different cases investigated.
自然灾害的发生导致电力中断事件急剧增加,造成严重影响。数据的不确定性加剧了这一问题,为提高配电系统在此类事件发生后的恢复能力带来了巨大挑战。为解决这些问题,本文介绍了一种用于提高配电系统恢复能力的稳健优化方法。该方法包括作为恢复过程一部分的开关操作团队,以及需求响应计划和移动发电机 (MG)。通过同时利用这些要素,并考虑与电力负荷和电力价格相关的不确定性,系统的恢复能力得以增强。目标函数分为三个层次,包括最小函数、最大函数和最小函数。在第一级,该方法通过考虑配电系统中的发电站位置和重新配置结构,使热电联产(CHPs)的承诺成本最小化。第二个层次旨在确定不确定变量的最坏情况。最后,第三层的重点是利用需求响应程序,最大限度地降低最坏情况下的总运行成本。所提出的算法在 IEEE 33 总线测试配电系统上实施,并对四种不同情况进行了研究。
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引用次数: 0
Assessment and management of frequency stability in low inertia renewable energy rich power grids 低惯性可再生能源丰富电网频率稳定性的评估和管理
Pub Date : 2024-02-12 DOI: 10.1049/gtd2.13129
Muhammad Ismail Saleem, Sajeeb Saha, Tushar Kanti Roy, Subarto Kumar Ghosh
The integration of the renewable energy sources (RESs) into the power grid, drives a significant transformation in the conventional power generation landscape. This transition from traditional synchronous generators to inverter based RESs introduces unique challenges in maintaining the grid frequency stability due to the reduced system inertia. The inherent stochastic nature of the RES power generation, load demand, and grid inertia includes further complexity in the assessment of frequency stability. Existing studies have limitations, including neglecting the stochastic nature of RES generation and load demand fluctuations, relying on limited metrics, and lacking a comprehensive day‐to‐day assessment. To address these shortcomings of the existing approaches, this paper introduces a novel methodology for assessing frequency stability in power grids with high RES penetration. It proposes three indices for evaluating grid frequency sensitivity, resiliency, and permissibility amidst varying RES integration. Utilizing a stochastic approach, the study incorporates uncertainties in RES generation and load demand, offering a comprehensive framework for day‐to‐day frequency stability analysis. Additionally, it presents a systematic method to ascertain the necessary inertial support for maintaining desired frequency reliability in RES‐dominated grids. The effectiveness of these methodologies is validated through a case study on a modified IEEE 39‐bus test system, demonstrating their applicability in ensuring reliable grid operation under high RES scenarios.
将可再生能源(RES)并入电网,推动了传统发电格局的重大转变。从传统的同步发电机过渡到基于逆变器的可再生能源,由于系统惯性减小,给维持电网频率稳定带来了独特的挑战。可再生能源发电、负荷需求和电网惯性的固有随机性进一步增加了频率稳定性评估的复杂性。现有研究存在局限性,包括忽视可再生能源发电和负荷需求波动的随机性、依赖有限的指标以及缺乏全面的日常评估。针对现有方法的这些不足,本文介绍了一种评估高可再生能源渗透率电网频率稳定性的新方法。它提出了三种指数,用于评估不同可再生能源渗透率下的电网频率敏感性、弹性和可允许性。利用随机方法,该研究纳入了可再生能源发电和负荷需求的不确定性,为日常频率稳定性分析提供了一个全面的框架。此外,它还提出了一种系统方法,用于确定必要的惯性支持,以在可再生能源占主导地位的电网中保持理想的频率可靠性。通过对修改后的 IEEE 39 总线测试系统进行案例研究,验证了这些方法的有效性,证明了它们在确保高可再生能源情况下电网可靠运行方面的适用性。
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引用次数: 0
Transient stability analysis of virtual synchronous generator with current saturation by multiple Lyapunov functions method 用多重 Lyapunov 函数法分析电流饱和虚拟同步发电机的瞬态稳定性
Pub Date : 2024-02-10 DOI: 10.1049/gtd2.13114
Yujun Li, Jingrui Liu, Yonghui Liu, Songhao Yang, Z. Du
This paper demonstrates that the switching of one grid‐connected virtual synchronous generator (VSG) between two control modes, namely constant voltage control (CVC) and current limiting control (CLC) happens at the derived two switching lines. Based on the current limiting inequality, the traditional current‐switched model is transferred to the angle‐switched model proposed here, and the system can be studied as one switched dynamic system. Based on this model, the transient stability of VSG with controller limits is investigated. This is achieved by constructing Lyapunov functions for each subsystem and deriving the relationship between the values of Lyapunov functions constructed under different conditions at the switching moment. The stability of the system is ensured when the Lyapunov function of each subsystem presents a decreasing trend in two consecutive switching intervals. On this basis, the stability boundary of the switching system is derived. Further analysis shows that optimal adjustment of the saturation current angle can make the system reach the maximum stability boundary. Finally, the numerical simulations and experimental tests verify the correctness of the proposed analysis.
本文证明了一台并网虚拟同步发电机(VSG)在两种控制模式(即恒压控制(CVC)和限流控制(CLC))之间的切换发生在衍生的两条切换线上。基于限流不等式,传统的电流开关模型被转换为本文提出的角度开关模型,系统可作为一个开关动态系统进行研究。基于该模型,研究了带控制器限制的 VSG 瞬态稳定性。具体方法是构建每个子系统的 Lyapunov 函数,并推导出在开关时刻不同条件下构建的 Lyapunov 函数值之间的关系。当每个子系统的 Lyapunov 函数在连续两个切换区间内呈下降趋势时,系统的稳定性就得到了保证。在此基础上,得出了切换系统的稳定边界。进一步分析表明,对饱和电流角进行优化调整可使系统达到最大稳定性边界。最后,数值模拟和实验测试验证了所提分析的正确性。
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引用次数: 0
Metaheuristic‐based graded objective function strategy for optimal thyristor‐controlled series capacitors estimation in weak distribution systems with uncertain distributed generation 基于元启发式的分级目标函数策略,用于在具有不确定分布式发电的弱配电系统中优化晶闸管控制的串联电容器估算
Pub Date : 2024-02-06 DOI: 10.1049/gtd2.13126
Mohamed Abd‐El‐Hakeem Mohamed, Salah Kamel, Fendzi Mbasso Wulfran
This study proposes an optimal approach for enhancing the quality of a weak electrical power distribution system by utilizing thyristor‐controlled series capacitors (TCSC). The proposed approach considers various system components, including shunt capacitors and distributed generators that rely on renewable energy sources, which are characterized by uncertainty due to changing weather conditions. The proposed system maximizes the benefits of these components by updating its parameters to improve the distribution power system's quality under all operating conditions, which change due to the varying energy generated by the distributed generators and load changes. The optimal TCSC values are calculated for all operating conditions using the Hyper‐Spherical Search with graded objective functions management strategy (HSSA‐GOFMS) algorithm. The GOFMS converts all restrictions into objective functions with limits and prioritizes the search for objectives according to a sequential system of priorities. This strategy prevents the possibility of non‐convergence. The results demonstrate the effectiveness of the proposed approach in improving the performance quality of a weak electrical distribution system. The proposed strategy achieves the target voltage level limits within nominal values, even with the interference of the system with generators distributed at variable power levels. Furthermore, the proposed approach enhances the performance quality of the system under a wide range of load changes.
本研究提出了一种利用晶闸管控制串联电容器(TCSC)提高弱配电系统质量的优化方法。所提出的方法考虑了各种系统组件,包括并联电容器和依赖于可再生能源的分布式发电机,这些组件的特点是因天气条件变化而具有不确定性。由于分布式发电机产生的能量和负荷的变化,配电系统在所有运行条件下的质量都会发生变化,拟议的系统通过更新参数来提高配电系统的质量,从而最大限度地发挥这些组件的优势。使用带分级目标函数管理策略(HSSA-GOFMS)的超球面搜索算法计算出所有运行条件下的最佳 TCSC 值。分级目标函数管理策略将所有限制条件转换为带限制的目标函数,并根据优先级顺序系统确定搜索目标的优先级。这种策略可防止出现不收敛的可能性。结果表明,所提出的方法在提高弱配电系统性能质量方面非常有效。即使在系统受到分布式变功率发电机干扰的情况下,所提出的策略也能在额定值范围内实现目标电压水平限制。此外,所提出的方法还能在各种负荷变化情况下提高系统的性能质量。
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引用次数: 0
Investigating the characteristics of internal discharge shock waves in gas‐insulated switchgear under varied gap configurations 研究不同间隙配置下气体绝缘开关设备内部放电冲击波的特征
Pub Date : 2024-02-05 DOI: 10.1049/gtd2.13091
Chenglong Jia, Haochu Peng, Wenbin Zhao, Zhong Tang
Gas‐insulated switchgears (GIS) are crucial components of high‐voltage power transmission and distribution systems. Internal discharges within GIS have garnered significant attention in the field of power engineering. This study investigates the characteristics of internal discharge shock waves in GIS under an air pressure of 0.3 MPa and three different discharge gap conditions: 1, 1.5, and 2 mm. High‐speed shadowing techniques are used to analyse the propagation speed, morphology, and post‐wave parameters. The study findings reveal that although the characteristics of internal discharge shock waves in GIS noticeably change with the gap size, they also exhibit a consistent trend: as the gap size increases, the initial shock wave accelerates, intensifying the discharge. Simultaneously, the rate of attenuation rises, with the shock wave becoming weaker after ≈30 µs. Furthermore, the post‐wave parameters follow a similar pattern, with an increase in gap size leading to higher parameter values but also a faster decay rate. The parameters decay more rapidly between 10 and 20 µs, slow down between 20 and 30 µs, and ultimately stabilize after around 30 µs. The results of this study hold significant theoretical and practical implications for the monitoring, diagnosis, and prevention of internal discharges in GIS.
气体绝缘开关设备(GIS)是高压输配电系统的重要组成部分。在电力工程领域,GIS 的内部放电问题备受关注。本研究探讨了在 0.3 兆帕气压和三种不同放电间隙条件下 GIS 内部放电冲击波的特征:1、1.5 和 2 毫米。采用高速阴影技术分析了传播速度、形态和波后参数。研究结果表明,虽然 GIS 中内部放电冲击波的特征随间隙大小的变化而明显改变,但它们也表现出一致的趋势:随着间隙大小的增加,初始冲击波加速,放电加剧。同时,衰减率上升,冲击波在 ≈30 µs 之后变得更弱。此外,波后参数也遵循类似的模式,间隙增大导致参数值升高,但衰减速度也加快。参数在 10 到 20 µs 之间衰减得更快,在 20 到 30 µs 之间减慢,最终在 30 µs 左右稳定下来。这项研究的结果对监测、诊断和预防 GIS 内部放电具有重要的理论和实践意义。
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引用次数: 0
A multi‐layer–multi‐player game model in electricity market 电力市场中的多层多玩家博弈模型
Pub Date : 2024-02-02 DOI: 10.1049/gtd2.13125
Hajar Kafshian, Mohammad Ali Saniee Monfared
Here, a novel tri‐level energy market model aimed at addressing the challenges posed by demand side management (DSM) in the electricity distribution company (EDC) is introduced. DSM has emerged as a new strategy employed by EDCs to manage and control electricity demand by encouraging end‐users to modify their electricity consumption patterns. This is achieved through the participation of demand response (DR) aggregators, which play a crucial role in assisting end‐users with strategies and technologies to reduce their electricity consumption during peak hours. The proposed tri‐level energy market model consists of four distinct players: EDC, microgrids, aggregators, customers. The interactions between these four actors are modelled within a tri‐level game framework, where the EDC and aggregators act as leaders, and the micro‐grids and customers are followers. This multi‐level and multi‐player game structure allows for a more realistic representation of the complexities involved in DSM programs within the energy market. To demonstrate the effectiveness of the proposed model, a real case study is utilized, showing that the new model better resembles real‐life market conditions. The results illustrate how the tri‐level energy market model can significantly reduce demand fluctuations during peak hours, leading to improved efficiency and effectiveness within DSM programs.
本文介绍了一种新颖的三层能源市场模型,旨在应对配电公司(EDC)需求侧管理(DSM)带来的挑战。需求侧管理已成为配电公司通过鼓励终端用户改变用电模式来管理和控制电力需求的一种新策略。这可以通过需求响应(DR)聚合器的参与来实现,这些聚合器在协助终端用户利用策略和技术减少高峰时段用电量方面发挥着至关重要的作用。拟议的三级能源市场模式由四个不同的参与者组成:EDC、微电网、聚合器和用户。这四个参与者之间的互动是在一个三层博弈框架内模拟的,其中 EDC 和聚合器充当领导者,而微电网和用户则是追随者。这种多层次、多玩家的博弈结构能够更真实地反映能源市场中 DSM 计划的复杂性。为了证明所提模型的有效性,我们利用了一个真实案例进行研究,结果表明新模型更符合现实生活中的市场条件。结果表明,三层能源市场模型可以显著减少高峰时段的需求波动,从而提高 DSM 计划的效率和效果。
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引用次数: 0
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IET Generation, Transmission & Distribution
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