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Optimal operation and offering strategy for profit-seeking of a coal-mine energy prosumer in a liberalised market 开放市场下某煤矿能源消费企业的最优经营与盈利供给策略
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2025-01-23 DOI: 10.1049/esi2.12181
Bo Zeng, Yueyi Lei, Chen Wu, Yuqing Wang, Dunwei Gong, Shuai Wang

Coal mines consume electricity from grids while making use of various derived energy resources to generate heat and power. This allows coal mines to act as energy prosumers. This paper presents an integrated optimisation model of optimal operation and offers strategies for profit-seeking of a coal-mine energy prosumer in a liberalised market. The discussed problem is formulated as a tri-stage bi-level programming model. In the upper level, the coal mine-integrated energy system (CMIES) operator decides the retail contract management, equipment operation plan, and retail electricity price offered to end-users through three stages to maximise its expected profits at a predefined risk level. In the lower level, the end-users react to the price bids offered by the CMIES operator under study and other market retailers to minimise their costs for energy procurement. Unlike previous approaches, the endogenous uncertainties associated with market subjects' strategic behaviours are explicitly considered. To solve the proposed problem efficiently, the Karush–Kuhn–Tucker conditions and multicut benders decomposition method are employed. The simulation results show that the collaborative optimisation of the energy cycle and production scheduling can reduce daily operating costs by nearly $3576 and carbon emissions by 6.72 tons, which verifies the effectiveness of the proposed method.

煤矿利用电网供电,同时利用各种衍生能源发电供热。这使得煤矿成为能源消费者。本文提出了一个优化运行的综合优化模型,并提出了在开放市场条件下煤矿能源消费企业的盈利策略。所讨论的问题被表述为一个三阶段双层规划模型。在上层,煤矿综合能源系统(CMIES)运营商通过三个阶段来决定零售合同管理、设备运行计划和向终端用户提供的零售电价,以在预定义的风险水平下实现预期利润最大化。在较低的层面,终端用户对CMIES运营商和其他市场零售商提供的报价做出反应,以最大限度地降低他们的能源采购成本。与以往的方法不同,本文明确考虑了与市场主体战略行为相关的内生不确定性。为了有效地解决所提出的问题,采用了Karush-Kuhn-Tucker条件和多切口弯曲分解方法。仿真结果表明,通过能源循环和生产调度协同优化,每天可减少近3576美元的运营成本和6.72吨的碳排放,验证了所提方法的有效性。
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引用次数: 0
Advancements in large-scale energy storage technologies for power systems 电力系统大规模储能技术进展
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2025-01-07 DOI: 10.1049/esi2.12179
Jia Xie, Aikui Li, Yang Jin, Yalun Li

The rapid evolution of renewable energy sources and the increasing demand for sustainable power systems have necessitated the development of efficient and reliable large-scale energy storage technologies. As the backbone of modern power grids, energy storage systems (ESS) play a pivotal role in managing intermittent energy supply, enhancing grid stability, and supporting the integration of renewable energy. This special issue is dedicated to the latest research and developments in the field of large-scale energy storage, focusing on innovative technologies, performance optimisation, safety enhancements, and predictive maintenance strategies that are crucial for the advancement of power systems.

This special issue encompasses a collection of eight scholarly articles that address various aspects of large-scale energy storage. The articles cover a range of topics from electrolyte modifications for low-temperature performance in zinc-ion batteries to fault diagnosis in lithium-ion battery energy storage stations (BESS). They also include predictive models for capacity decay in vanadium redox flow batteries, safety improvements through arc voltage and temperature analysis, and data-driven approaches for predicting the remaining useful life (RUL) of lithium-ion batteries (LIBs). Additionally, the articles explore lithium inventory estimation, surface modification of electrodes in zinc-bromine flow batteries (ZBFBs), and the impact of water on battery performance and safety. These contributions provide a comprehensive view of the current state and future directions of energy storage technologies in the context of power systems.

Jin et al. review various anti-freezing electrolyte modification strategies for low-temperature aqueous zinc-ion batteries (AZIBs), which are promising for energy storage due to their safety and environmental benefits. They highlight the challenges posed by conventional aqueous electrolytes that freeze in sub-zero temperatures, leading to poor electrochemical performance. The authors emphasise the need for further research to optimise these electrolytes for better performance in extreme conditions, providing insights into future directions for developing effective low-temperature AZIBs.

Lin et al. investigate the impact of water on battery performance and safety. It is found that the reaction of water with LiPF6 in battery electrolytes ultimately causes electrical contact loss and capacity decay. Excess water reduces electrolyte conductivity, increases internal resistance, and affects lithium-ion migration, altering the electrode structure and performance. The presence of water accelerates exothermic reactions, decreasing thermal stability and increasing heat release rates during thermal events. Experimental results also show that internal resistance and self-discharge rates increase with water content, indicating significant impacts on battery performance and safety.

Li et al. analyse the si

可再生能源的快速发展和对可持续电力系统的需求日益增长,要求开发高效可靠的大规模储能技术。储能系统作为现代电网的支柱,在管理间歇性能源供应、增强电网稳定性、支持可再生能源并网等方面发挥着举足轻重的作用。本特刊致力于大规模储能领域的最新研究和发展,重点关注创新技术,性能优化,安全性增强和预测性维护策略,这些对电力系统的进步至关重要。本期特刊收录了八篇学术文章,讨论了大规模能源储存的各个方面。这些文章涵盖了一系列的主题,从锌离子电池低温性能的电解质改性到锂离子电池储能站(BESS)的故障诊断。它们还包括钒氧化还原液流电池容量衰减的预测模型,通过电弧电压和温度分析提高安全性,以及预测锂离子电池(lib)剩余使用寿命(RUL)的数据驱动方法。此外,本文还探讨了锂库存估算、锌溴液流电池(ZBFBs)中电极的表面改性以及水对电池性能和安全性的影响。这些贡献为电力系统背景下储能技术的现状和未来方向提供了一个全面的观点。Jin等人回顾了低温水锌离子电池(azib)的各种防冻电解质改性策略,由于其安全性和环境效益,azib在储能方面很有前景。他们强调了传统的水性电解质在零下的温度下冻结所带来的挑战,导致电化学性能不佳。作者强调需要进一步研究以优化这些电解质以在极端条件下获得更好的性能,为开发有效的低温azib的未来方向提供见解。Lin等人研究了水对电池性能和安全性的影响。发现水与电池电解质中的LiPF6发生反应,最终导致电接触损失和容量衰减。过量的水降低了电解质的导电性,增加了内阻,影响了锂离子的迁移,改变了电极的结构和性能。水的存在加速了放热反应,降低了热稳定性,增加了热事件中的放热速率。实验结果还表明,内阻和自放电率随含水量的增加而增加,这对电池的性能和安全性有显著影响。Li等人分析了电弧电压和电池表面温度的仿真和实验结果,以验证锂离子电池系统的模型,锂离子电池系统对电动汽车和ess至关重要。他们强调了由机械应力和电池连接老化引起的电弧风险,这可能导致热失控和燃烧。结果表明,电弧电压随间隙增大而增大,在电弧电压和温度测量误差最小的情况下,验证了该模型的准确性。研究结果强调了了解电弧动力学对提高电池系统安全性的重要性。Li等人对锂离子BESS故障诊断技术进行了全面概述。它强调了由于BESS事故频发而日益增加的安全问题,并强调了准确和快速的故障诊断对于防止此类事故的重要性。本文根据故障类型、原因和特征对各种故障诊断方法进行了分类,并讨论了与BESS安全相关的拓扑结构、数据采集和传输系统。它还概述了故障诊断的未来趋势,包括数据采集系统的进步、对公共数据集的需求以及更有效诊断方法的发展。Li等人提出了一种使用脊回归和门控循环单元模型估计和预测锂电池健康状态(SOH)的方法。通过分析充电/放电策略和操作因素对电池SOH的影响,该研究利用斯坦福-麻省理工学院的电池数据集来证明,所提出的方法在不同的充电策略和循环次数中保持了高稳定性、准确性和通用性。该方法在准确评估和预测ESS中锂电池健康状况方面具有实际应用潜力。Xie等人提出了一种数据驱动的方法,通过结合短期和长期模型来预测lib的RUL。 它利用卷积神经网络-长期和短期记忆循环神经网络框架来分析放电容量和电压曲线,从而实现准确的健康指标预测。长期模型基于短期健康指标迭代预测容量退化,展示了各种电池循环曲线的稳健性能。该研究强调了特征选择的重要性以及深度学习技术在增强电池寿命预测方面的有效性。Chen等人报告了一种使用增量容量分析、支持向量机(SVM)和粒子群优化(PSO)估计锂库存的方法。它强调了锂库存作为电池老化和性能指标的重要性。该研究确定了与锂库存相关的关键特征,建立了这些特征与锂库存之间的相关性,并利用粒子群算法优化支持向量机参数以提高估计精度。实验验证表明,PSO-SVM方法在锂库存估计中具有较高的精度,可以有效地进行电池健康管理。Li等人回顾了zbfb碳基电极表面改性的最新进展,强调了其低成本、高能量密度和安全的储能潜力。他们讨论了各种改性策略,旨在改善锌沉积均匀性,提高电催化活性,延长电池寿命。作者提出了未来的研究方向,以优化电极材料,以提高能量存储应用的效率和商业可行性。本期特刊精选的论文强调了大规模储能的重要性,提供了对前沿研究的见解,并为电力系统中储能技术的未来发展指明了方向。
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引用次数: 0
Modelling and control stability analysis of grid-connected bifacial PV power generation systems using virtual synchronous generator technology 采用虚拟同步发电机技术的并网双面光伏发电系统建模及控制稳定性分析
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2025-01-04 DOI: 10.1049/esi2.12173
Jianbo Yi, Yujie Gu, Ran Xu, Zhenyuan Zhang, Qi Huang

In recent years, bifacial solar panels are accelerating to replace single-side PV devices in traditional PV power generation system due to their high utilisation rate and price advantages. This makes the stability and control strategy of grid-connected bifacial PV systems (GCBPVS) to be different from the traditional method after it is connected to the power systems. This paper fully considers each detailed module in GCBPVS using virtual synchronous generator (VSG) technology and derives the small-signal model of the fully grid-connected (GC) system using the linearisation method of each sub-module. Then, it analyses the small disturbance stability and oscillation mode characteristics of GCBPVS by combining the effects of partial system parameters change on eigenvalues. Especially for the key parameters that affect the control stability of the system, this paper proposes a novel global optimisation design method of key control parameters to reform the distribution of system eigenvalues and improve the stability of GCBPVS. Finally, case simulation and result analysis show that the accuracy of the above small-signal model is very high and the related stabilisation control method is very effective. In addition, hardware-in-the-loop (HIL) experiments demonstrate that the proposed control method has strong engineering practicability and is better suitable for application.

近年来,双面太阳能电池板以其高利用率和价格优势,正在加速取代传统光伏发电系统中的单面光伏装置。这使得双面光伏并网系统在并网后的稳定性和控制策略不同于传统的方法。本文利用虚拟同步发电机(VSG)技术充分考虑了gcbpv系统中的各个详细模块,并利用各子模块的线性化方法推导出了全并网系统的小信号模型。然后,结合系统部分参数变化对特征值的影响,分析了gcbpv的小扰动稳定性和振荡模态特性。针对影响系统控制稳定性的关键参数,本文提出了一种新的关键控制参数全局优化设计方法,以改变系统特征值的分布,提高gcbpv的稳定性。最后,实例仿真和结果分析表明,所建立的小信号模型具有很高的精度,所采用的稳定控制方法是非常有效的。此外,硬件在环(HIL)实验表明,该控制方法具有较强的工程实用性,更适合于实际应用。
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引用次数: 0
Subsequent commutation failure suppression strategy of hybrid cascaded HVDC system based on coordinated control of CEC and VDCOL 基于CEC和VDCOL协调控制的混合级联直流系统后续换相失效抑制策略
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-12-19 DOI: 10.1049/esi2.12180
He Wang, Daqian Zhang, Jing Bian, Jiazhi Guo, Shiqiang Li

The inverter side of hybrid cascaded HVDC adopts the structure of Modular Multilevel Converter (MMC) in series with Line Commutated Converter (LCC). The complete system amalgamates the advantages of LCC with MMC, but it also makes the interaction process of multi-controller more complicated during the failure of the system. Therefore, through the analysis of the controller interaction process during the system fault, this paper proposes a multi-controller coordinated control strategy based on the inverter side of the hybrid cascaded HVDC system, which can suppress the subsequent commutation failure of the system and take into account the recovery characteristics of the system during the fault, which has certain practical application value. Initially, the operational properties of current error control (CEC) and voltage-dependent current limit control (VDCOL) are examined, and a coordinated control technique for subsequent commutation failure suppression and rapid power recovery during fault is proposed. Secondly, aiming at the problem of power return between MMC after VDCOL regulation, the new VDCOL control curve is coordinated to improve the MMC control strategy to ensure stable recovery during system failure. Finally, the simulation model is built in PSCAD/EMTDC simulation environment. The simulation results indicate that the proposed control technique can successfully achieve the synchronisation of commutation failure suppression and rapid, stable power restoration, thereby enhancing the operational performance of hybrid cascaded HVDC.

混合级联高压直流逆变侧采用模块化多电平变换器(MMC)与线路换向变换器(LCC)串联的结构。完整的系统综合了LCC和MMC的优点,但也使得系统故障时多控制器的交互过程更加复杂。因此,本文通过对系统故障时控制器交互过程的分析,提出了一种基于混合级联高压直流系统逆变侧的多控制器协调控制策略,既能抑制系统后续换相故障,又能兼顾系统故障时的恢复特性,具有一定的实际应用价值。首先,研究了电流误差控制(CEC)和电压相关限流控制(VDCOL)的工作特性,并提出了一种抑制后续换相故障和故障时快速恢复功率的协调控制技术。其次,针对VDCOL调节后MMC之间的功率返回问题,协调新的VDCOL控制曲线,改进MMC控制策略,保证系统故障时的稳定恢复。最后,在PSCAD/EMTDC仿真环境下建立仿真模型。仿真结果表明,所提出的控制方法能够成功地实现换相故障抑制和快速稳定的功率恢复的同步,从而提高了混合级联直流的运行性能。
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引用次数: 0
Wind speed prediction model based on multiscale temporal-preserving embedding broad learning system 基于多尺度时间保持嵌入广义学习系统的风速预测模型
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-12-13 DOI: 10.1049/esi2.12178
Jiayi Qiu, Yatao Shen, Ziwen Gu, Zijian Wang, Wenmei Li, Ziqian Tao, Ziwen Guo, Yaqun Jiang, Chun Huang

The inherent randomness and intermittent nature of wind speed fluctuations pose significant challenges in accurately predicting future wind speeds. To address this complexity, a wind speed prediction model based on a multiscale temporal-preserving embedding broad learning system (MTPE-BLS) is proposed. MTPE-BLS used the localised behaviour of wind speed data, which is simpler to model and analyse than global patterns. Firstly, frequency clustering-based variational mode decomposition (FC-VMD) is proposed to deal with the non-stationary wind speed data into multiple intrinsic mode functions (IMFs). Then, temporal-preserving embedding (TPE) is proposed to extract the underlying temporal manifold structure from the decomposed IMFs. Finally, the extracted features are mapped into the broad learning system (BLS) to establish an accurate prediction model. Experimental results on two real-world wind speed datasets demonstrate the best performance of the proposed MTPE-BLS model compared to that of others. Compared to the original BLS, the MTPE-BLS achieves significant improvements, reducing the root mean square error (RMSE) and mean absolute error (MAE) by an average of 48.57% and 47.72%, respectively.

风速波动固有的随机性和间歇性对准确预测未来风速提出了重大挑战。针对这一复杂性,提出了一种基于多尺度时间保持嵌入广义学习系统(MTPE-BLS)的风速预测模型。MTPE-BLS使用了风速数据的局部行为,这比全球模式更容易建模和分析。首先,提出了基于频率聚类的变分模态分解(FC-VMD)方法,将非平稳风速数据分解为多个内禀模态函数(IMFs);然后,提出了时间保持嵌入(TPE),从分解的imf中提取底层时间流形结构。最后,将提取的特征映射到广义学习系统(BLS)中,以建立准确的预测模型。在两个实际风速数据集上的实验结果表明,所提出的MTPE-BLS模型具有较好的性能。与原始BLS相比,MTPE-BLS取得了显著的改进,均方根误差(RMSE)和平均绝对误差(MAE)分别平均降低了48.57%和47.72%。
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引用次数: 0
Virtual inertia calculation and virtual power system stabiliser design for stability enhancement of virtual synchronous generator system under transient condition 暂态条件下虚拟同步发电系统的虚拟惯性计算和虚拟电力系统稳定器设计
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-12-11 DOI: 10.1049/esi2.12177
Ony Asrarul Qudsi, Adi Soeprijanto, Ardyono Priyadi

Enhancing the stability of the Virtual Synchronous Generator (VSG) under transient conditions has become a new challenge for VSG operation. This paper presents the design of a Virtual Power System Stabiliser (VPSS) with virtual inertia calculations for the stability enhancement of the VSG system under transient conditions. The virtual inertia is calculated by considering the transient conditions resulting from a three-phase ground fault and the allowable phase margin in the VSG. This aims to prevent the coupling effect, which can cause the active power loop control and reactive power loop control to operate non-independently. Subsequently, the VPSS is specifically designed based on the determined virtual inertia characteristics. The VPSS design is developed by taking into account the phase angle shift of the VSG. The proposed combination of virtual inertia and VPSS is capable of providing accurate compensation for phase angle changes under transient conditions. To evaluate the performance of the proposed virtual inertia and VPSS, a system-level VSG model is used to thoroughly analyse the system's performance. Based on the results and analysis, it is shown that the control strategy utilising the combination of virtual inertia and the proposed VPSS design can improve VSG stability under transient conditions.

提高虚拟同步发电机在暂态条件下的稳定性已成为虚拟同步发电机运行面临的新挑战。本文提出了一种基于虚拟惯性计算的虚拟电力系统稳定器(VPSS)的设计方法,以增强VSG系统在暂态条件下的稳定性。通过考虑三相接地故障引起的暂态条件和VSG的允许相位裕度来计算虚拟惯量。这样做的目的是为了防止耦合效应导致有功回路控制和无功回路控制不独立运行。然后,根据确定的虚拟惯性特性对VPSS进行了具体设计。VPSS的设计考虑了VSG的相位角偏移。所提出的虚拟惯性与VPSS的结合能够对瞬态条件下的相角变化提供精确的补偿。为了评估所提出的虚拟惯性和VPSS的性能,采用系统级VSG模型对系统性能进行了全面分析。结果和分析表明,将虚拟惯性与所提出的VPSS设计相结合的控制策略可以提高VSG在瞬态条件下的稳定性。
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引用次数: 0
Revisiting the role of thermal energy storage in low-temperature electrified district heating systems 重新审视低温电气化区域供热系统中热能储存的作用
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-11-26 DOI: 10.1049/esi2.12174
Hai Lu, Hao Zhang, Shuai Lu

Decarbonising the energy supply system is crucial to mitigate climate challenges. An emerging type of the multi-energy system, that is, the low-temperature electrified district heating system is gaining increasing popularity as a potential solution for future low-carbon heat supply. This paper investigated its operational optimisation with thermal energy storage (TES) installed at building sides. The optimisation model was to obtain the minimum operation costs of all heat pumps in this system. The TES was meant to achieve energy arbitrage through load shift, but it was observed from the optimised results that the TES did not play an active role in the optimisation. Five possible causes were identified and further investigated to reveal their impacts on the optimisation process. Results showed that the thermal capacitance, thermal resistance, and indoor temperature range of the building were major influencing factors, while the electricity price tariff and heat loss parameters of TES were minor ones. The results indicate that there is no need to equip the TES for operational optimisation purposes when the building thermal capacitance is larger than a threshold value, the thermal resistance is smaller than a threshold value, or the indoor temperature range is broader than a threshold value. These threshold values are case-specific and can be determined with the simulation model and method developed in this paper.

使能源供应系统脱碳对于缓解气候挑战至关重要。作为未来低碳供热的潜在解决方案,一种新兴的多能源系统,即低温电气化区域供热系统越来越受欢迎。本文研究了其运行优化与热储能(TES)安装在建筑侧面。优化模型是为了获得该系统中所有热泵的最小运行成本。TES旨在通过负荷转移实现能源套利,但从优化结果中观察到TES并未在优化中发挥积极作用。确定了五个可能的原因,并进一步调查了它们对优化过程的影响。结果表明:建筑热容、热阻和室内温度范围是主要影响因素,而TES的电价和热损失参数是次要影响因素。结果表明,当建筑物热容大于阈值、热阻小于阈值或室内温度范围大于阈值时,无需配置TES进行运行优化。这些阈值是具体情况的,可以用本文开发的仿真模型和方法确定。
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引用次数: 0
Measurement configuration for integrated electric–gas systems via observability analysis considering gas flow dynamics 考虑气流动力学的电-气集成系统的可观测性分析测量配置
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-11-20 DOI: 10.1049/esi2.12176
Zeming Chen, Zhigang Li, Huajian Li, Jiahui Zhang, Yixuan Li, Jiehui Zheng

State estimation plays an important role in the monitoring and control of integrated electric–gas systems (IEGSs), but it faces limitations due to insufficient measurement configurations and low data redundancy in these systems; additional measurement configurations are needed to increase the overall system observability. Owing to the lack of suitable observability analysis methods, optimal measurement configurations for IEGSs remain underexplored. This paper presents an IEGS observability analysis method that incorporates gas flow dynamics via the Lie derivative. This method incorporates the complex topological structure of the gas network and the dynamic process of gas flow into the IEGS observability analysis. Furthermore, the measurement configuration problem for IEGSs considering gas flow dynamics is formulated as a rank-constrained optimization problem. To handle the rank constraints effectively, an iterative cutting method is developed with convergence guarantees. Finally, the efficacy and practicality of the proposed methods are validated through case studies of varying scales. The proposed optimal measurement configuration model reduces measurement configuration costs while maintaining system observability.

状态估计在电-气综合系统的监测和控制中发挥着重要作用,但由于测量配置不足和数据冗余度低,存在一定的局限性。需要额外的测量配置来增加整个系统的可观察性。由于缺乏合适的可观测性分析方法,iegs的最佳测量配置仍未得到充分探索。本文提出了一种通过李氏导数结合气流动力学的IEGS可观测性分析方法。该方法将燃气网络的复杂拓扑结构和燃气流动的动态过程融入到IEGS的可观测性分析中。在此基础上,将考虑气体流动动力学的iegs测量配置问题表述为秩约束优化问题。为了有效地处理秩约束,提出了一种具有收敛性保证的迭代切割方法。最后,通过不同规模的案例研究验证了所提方法的有效性和实用性。提出的最优测量配置模型在保持系统可观测性的同时降低了测量配置成本。
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引用次数: 0
Studies on effective solar photovoltaic integration in distribution network with a blend of Monte Carlo simulation and artificial hummingbird algorithm 蒙特卡罗模拟与人工蜂鸟算法相结合的配电网太阳能光伏有效集成研究
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-11-07 DOI: 10.1049/esi2.12175
Ibrahim Cagri Barutcu, Gulshan Sharma, Emre Çelik, Pitshou N. Bokoro

In this paper, the two level stochastic optimisation approach has been suggested. In the lower level, the probability distribution functions (pdfs) for bus voltages and branch currents have been determined using the Monte Carlo simulation (MCS) to be employed in chance-constrained probabilistic optimisation by taking into account solar radiation and power consumption uncertainties in the distribution networks (DNs). In the upper level, artificial hummingbird algorithm (AHA) handles the expected power loss minimisation subjected to chance constraints, which are related to bus voltages and branch currents, by optimising photovoltaic (PV) system capacities. This research examines the effect of uncertainties in PV system performing under diverse solar radiation and varying PV penetration level scenarios on expected power losses with stochastic DN limits. The stochastic optimisation approach has been compared with the deterministic method for observing the efficiency with optimal power usage. This research improves the knowledge base for optimal PV installation in DN by combining AHA with MCS and emphasising chance-constrained methods. To indicate the efficacy of proposed strategy, the optimisation outcomes are tested utilising MCS under various uncertainty circumstances and DN parameters are assessed in terms of probabilities of exceeding limitations. The results are compared with the application of firefly algorithm (FA) using stochastic assessment and simulations. The simulation results show that the AHA technique outperforms the FA method in terms of effectively minimising power losses with less simulation time.

本文提出了两级随机优化方法。在较低的层次上,利用蒙特卡罗模拟(MCS)确定了母线电压和支路电流的概率分布函数(pdf),通过考虑配电网(DNs)中的太阳辐射和功耗不确定性,将其用于机会约束概率优化。在上层,人工蜂鸟算法(AHA)通过优化光伏(PV)系统容量,在与母线电压和支路电流相关的机会约束下,处理预期的功率损耗最小化。本研究考察了光伏系统在不同太阳辐射和不同光伏穿透水平情景下运行的不确定性对随机DN限制下预期功率损失的影响。将随机优化方法与确定性方法进行比较,观察最优用电量下的效率。本研究通过将AHA与MCS相结合,并强调机会约束方法,改进了DN中PV最优安装的知识库。为了表明所提出策略的有效性,利用MCS在各种不确定性环境下测试优化结果,并根据超出限制的概率评估DN参数。通过随机评估和模拟,将结果与萤火虫算法(FA)的应用进行比较。仿真结果表明,AHA技术在有效降低功率损耗和缩短仿真时间方面优于FA方法。
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引用次数: 0
Robust network topology for unbalanced active distribution networks with uncertain injections 不确定注入不平衡有源配电网的鲁棒网络拓扑
IF 1.7 Q4 ENERGY & FUELS Pub Date : 2024-10-29 DOI: 10.1049/esi2.12172
Sanat Kumar Paul, Abheejeet Mohapatra, Dulal Chandra Das

This research paper introduces a comprehensive formulation for robust dynamic network reconfiguration (NR) of unbalanced active electric distribution networks (DNs). Network reconfiguration is a potent strategy to minimise active power loss in DN as it involves altering network topology through sectionalising (normally closed) and tie-line switches (normally open). However, NR is usually a mixed integer NP-hard non-linear optimisation problem due to the discrete nature of the switches. Hence, including variable injection uncertainties (from generation or load) for an unbalanced active DN with all its attributes further poses a significant challenge in solving NR. The proposed formulation addresses these challenges in a robust optimisation (RO) framework to get a robust topology and power and voltage set points for dispatchable Distributed Generators (DGs). Also, Chance-Constrained robust formulations are proposed to regulate the conservatism of RO. Numerical analyses demonstrate the impact of conservative robust NR on DG set points compared to the non-robust NR method. Tests on a modified unbalanced IEEE 34-bus system and comparison with previous formulations verify the efficacy of the proposed approach, showcasing its effectiveness.

本文介绍了不平衡有功配电网鲁棒动态网络重构的综合公式。网络重构是一种有效的策略,可以最大限度地减少DN中的有功功率损耗,因为它涉及到通过分段(常闭)和联络线交换机(常开)来改变网络拓扑。然而,由于开关的离散性,NR通常是一个混合整数NP-hard非线性优化问题。因此,包括具有所有属性的不平衡主动DN的可变注入不确定性(来自发电或负载)进一步对解决NR提出了重大挑战。提议的配方在鲁棒优化(RO)框架中解决了这些挑战,以获得可调度分布式发电机(dg)的鲁棒拓扑和功率和电压设定点。此外,还提出了机会约束的稳健公式来调节RO的保守性。数值分析表明,与非鲁棒NR方法相比,保守鲁棒NR方法对DG设定点的影响较大。在一个改进的不平衡IEEE 34总线系统上进行了测试,并与以前的公式进行了比较,验证了该方法的有效性。
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引用次数: 0
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IET Energy Systems Integration
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