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Dynamic Pricing of Electric Vehicle Charging Station Alliances Under Information Asymmetry 信息不对称下电动汽车充电站联盟动态定价研究
IF 5.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-02-21 DOI: 10.17775/CSEEJPES.2023.07930
Zeyu Liu;Yun Zhou;Donghan Feng;Shaolun Xu;Yin Yi;Hengjie Li;Haojing Wang
Due to the centralization of charging stations (CSs), CSs are organized as charging station alliances (CSAs) in the commercial competition. Under this situation, this paper studies the profit-oriented dynamic pricing strategy of CSAs. As the practicability basis, a privacy-protected bidirectional real-time information interaction framework is designed, under which the status of EVs is utilized as the reference for pricing, and the prices of CSs are the reference for charging decisions. Based on this framework, the decision-making models of EVs and CSs are established, in which the uncertainty caused by the information asymmetry between EVs and CSs and the bounded rationality of EV users are integrated. To solve the pricing decision model, the evolutionary game theory is adopted to describe the dynamic pricing game among CSAs, the equilibrium of which gives the optimal pricing strategy. Finally, the case study conducted in an urban area of Shanghai, China, validates the practicability of the framework and the effectiveness of the dynamic pricing strategy.
由于充电站的集中化,在商业竞争中,充电站以充电站联盟的形式存在。在这种情况下,本文研究了以利润为导向的csa动态定价策略。作为实用性基础,设计了一个隐私保护的双向实时信息交互框架,以电动汽车的状态作为定价参考,以CSs的价格作为充电决策参考。在此框架下,建立了电动汽车和云计算系统的决策模型,该模型综合考虑了电动汽车和云计算系统之间信息不对称和用户有限理性的不确定性。为了求解定价决策模型,采用演化博弈论描述csa之间的动态定价博弈,其均衡点给出了最优定价策略。最后,以中国上海市区为例,验证了该框架的实用性和动态定价策略的有效性。
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引用次数: 0
Learning to Optimize Joint Chance-Constrained Power Dispatch Problems 学习优化联合机会约束下的电力调度问题
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-02-21 DOI: 10.17775/CSEEJPES.2024.05670
Meiyi Li;Javad Mohammadi
The ever-increasing integration of stochastic renewable energy sources into power systems operation is making the supply-demand balance more challenging. While joint chance-constrained methods are equipped to model these complexities and uncertainties, solving these problems using traditional iterative solvers is often time-consuming, limiting their suitability for real-time applications. To overcome the shortcomings of today's solvers, we propose a fast, scalable, and explainable machine learning-based optimization proxy. Our solution, called Learning to Optimize the Optimization of Joint Chance-Constrained Problems $(mathcal{LOOP}-mathcal{JCCP})$, is iteration-free and solves the underlying problem in a single-shot. Our model uses a polyhedral reformulation of the original problem to manage constraint violations and ensure solution feasibility across various scenarios through customizable probability settings. To this end, we build on our recent deterministic solution $(mathcal{LOOP}-mathcal{LC} 2.0)$ by incorporating a set aggregator module to handle uncertain sample sets of varying sizes and complexities. Our results verify the feasibility of our near-optimal solutions for joint chance-constrained power dispatch scenarios. Additionally, our feasibility guarantees increase the transparency and interpretability of our method, which is essential for operators to trust the outcomes. We showcase the effectiveness of our model in solving the stochastic energy management problem of Virtual Power Plants (VPPs). Our theoretical analysis, supported by empirical evidence, reveals strong flexibility in parameter tuning, adaptability to diverse datasets, and significantly improved computational speed.
随机可再生能源在电力系统运行中的集成日益增加,使得供需平衡更具挑战性。虽然联合机会约束方法可以模拟这些复杂性和不确定性,但使用传统的迭代求解器解决这些问题通常很耗时,限制了它们对实时应用的适用性。为了克服当今求解器的缺点,我们提出了一种快速、可扩展、可解释的基于机器学习的优化代理。我们的解决方案,称为学习优化联合机会约束问题的优化$(mathcal{LOOP}-mathcal{JCCP})$,是无迭代的,并且在一次射击中解决了潜在的问题。我们的模型使用原始问题的多面体重新表述来管理约束违规,并通过可定制的概率设置确保解决方案在各种情况下的可行性。为此,我们在最近的确定性解决方案$(mathcal{LOOP}-mathcal{LC} 2.0)$的基础上,结合一个集合聚合器模块来处理不同大小和复杂性的不确定样本集。我们的结果验证了我们的近最优解决方案在联合机会约束电力调度场景下的可行性。此外,我们的可行性保证了我们方法的透明度和可解释性,这对于操作员信任结果至关重要。结果表明,该模型在解决虚拟电厂的随机能量管理问题上是有效的。我们的理论分析在经验证据的支持下,揭示了参数调整的强大灵活性,对不同数据集的适应性,并显着提高了计算速度。
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引用次数: 0
Investigating the Dynamic Behavior of Bubbles in Oil During Partial Discharge 局部放电过程中油中气泡的动力学行为研究
IF 5.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-02-21 DOI: 10.17775/CSEEJPES.2023.07060
Hongbin Wu;Hongshun Liu;Yifan Wang;Pengfei Lu;Luyao Liu;Hanliang Lin;Dongxin He;Qingmin Li;Qingquan Li;Weijiang Chen
The partial discharge occurring in the weak part of the insulation of a converter transformer results in the formation of a large number of bubbles in the insulating oil. The migration, deformation, and other dynamic behaviors of bubbles in the region of a strong electric field can cause them to easily accumulate into “small bridges” of impurities that can lead to breakdown of the oil gap. The authors of this study experimentally investigate and discuss the mechanisms of migration and deformation of bubbles in oil during partial discharge under composite AC/DC voltage to clarify their dynamic behaviors. The influence of the initial position of the bubbles on their trajectory of migration and velocity as well as the morphological changes occurring in them are analyzed using numerical simulations. The results show that the bubbles move away from the strong electric field due to the action of the dielectrophoretic force. The interface of the bubbles is longitudinally stretched under the action of the electrostrictive force and the vertical component of the drag force and gradually recovers to assume a spherical shape under the influence of surface tension and the horizontal component of the drag force.
在换流变压器绝缘薄弱部位发生局部放电,导致绝缘油中形成大量气泡。气泡在强电场区域的迁移、变形和其他动态行为会使它们容易积聚成杂质的“小桥”,从而导致油隙破裂。本文对交/直流复合电压下局部放电过程中油中气泡的迁移和变形机理进行了实验研究和讨论,以阐明其动态行为。通过数值模拟分析了气泡初始位置对气泡迁移轨迹和速度的影响,以及气泡内部的形态变化。结果表明,在介电泳力的作用下,气泡会远离强电场。气泡界面在电致伸缩力和阻力垂直分量的作用下纵向拉伸,在表面张力和阻力水平分量的影响下逐渐恢复为球形。
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引用次数: 0
Exploring the Potential of IoT-Blockchain Integration Technology for Energy Community Trading: Opportunities, Benefits, and Challenges 探索物联网-区块链集成技术在能源社区交易中的潜力:机遇、利益和挑战
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-02-21 DOI: 10.17775/CSEEJPES.2024.02160
Wenhu Tang;Xuehua Xie;Yunlin Huang;Tong Qian;Weiwei Li;Xiuzhang Li;Zhao Xu
The integration of blockchain technology with energy community trading represents a promising frontier in the energy sector, offering innovative solutions to challenges in energy trading and management. This review conducts a systematic investigation of the potential benefits, applications and challenges of blockchain in facilitating multi-level energy trading for energy communities. Firstly, the background information of the blockchain and Internet of Things (IoT) is provided, along with an elucidation of their integration architecture for energy communities. Building on this foundation, the applications of blockchain in transactive energy communities are analyzed from three perspectives: community-level energy trading, regional-level energy trading, and grid-level energy trading. Following that, the currently known projects and pilots on blockchain-based trans active energy are comprehensively summarized. Finally, key challenges in implementing blockchain-based energy trading for local energy communities are discussed, providing guidance for future research.
区块链技术与能源社区交易的整合代表了能源领域的一个有前途的前沿,为能源交易和管理中的挑战提供了创新的解决方案。本文对b区块链在促进能源社区多层次能源交易方面的潜在利益、应用和挑战进行了系统的研究。首先,介绍了区块链和物联网(IoT)的背景信息,并阐述了它们在能源社区中的集成架构。在此基础上,从社区级能源交易、区域级能源交易和电网级能源交易三个角度分析了区块链在能源交易社区中的应用。然后,对目前已知的基于区块链的交易能源项目和试点进行了全面总结。最后,讨论了为当地能源社区实施基于区块链的能源交易所面临的主要挑战,为未来的研究提供指导。
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引用次数: 0
Feasibility Analysis and Design of Gas-Electricity Integrated Transmission System 气电一体化输电系统的可行性分析与设计
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-02-21 DOI: 10.17775/CSEEJPES.2024.06310
Hanchi Zhang;Hongyang Zhou;Filipe Faria da Silva;Claus Leth Bak
An increasing number of large-scale renewable plants are generating abundant electricity. As power-to-gas and power-to-x technologies become promising ways to utilize surplus electricity to enhance the flexibility of energy systems, an innovative gas-electricity integrated transmission system (GEITS) to co-transmit electricity and hydrogen or other gas products is proposed, with the foreseeable advantages of compact structure, lower installation cost, and larger energy capacity. This paper investigates the feasibility of GEITS, suggests a design guideline, and gives the operation technical parameters of GEITS in different application scenarios. The dimensions and operating pressures of GEITS benchmark natural gas pipelines and then the nominal voltages of GEITS are calculated based on the electrical strength of high-pressure hydrogen. The nominal ampacities of GEITS are evaluated by temperature-rising simulations, which are larger than those of other transmission lines. Furthermore, high-pressure flowing hydrogen acting as an electrical insulator is a novel topic, and it is investigated via experimental validation on a scale model. Although the effect of 0.4 m/s flowing hydrogen on discharge characteristics has not been observed compared to static hydrogen, the discharge is impaired in 2.4 m/s flowing nitrogen. Future works will investigate the electrical strength of high-pressure long-distance hydrogen gaps under lightning impulse tests and the discharge phenomenon in higher flowing-velocity hydrogen. Methane and methane blended with hydrogen with higher insulation performance can increase the nominal voltages.
越来越多的大型可再生能源发电厂正在产生充足的电力。随着电转气和电转x技术成为利用剩余电力增强能源系统灵活性的有前景的方式,提出了一种创新的气电集成传输系统(GEITS),将电力与氢气或其他气体产品共同传输,具有结构紧凑、安装成本低、能量容量大等可预见的优势。探讨了GEITS的可行性,提出了GEITS的设计准则,并给出了GEITS在不同应用场景下的运行技术参数。根据高压氢气的电强度计算GEITS基准天然气管道的尺寸和运行压力,进而计算GEITS标称电压。通过温升模拟计算得出GEITS的标称电容值大于其他传输线的标称电容值。此外,高压流动氢气作为电绝缘体是一个新课题,并通过比例模型实验验证进行了研究。虽然与静态氢气相比,未观察到0.4 m/s流动氢气对放电特性的影响,但在2.4 m/s流动氮气中,放电受到损害。未来的工作将研究高压长距离氢气间隙在雷击试验下的电强度和高流速氢气的放电现象。具有较高绝缘性能的甲烷和甲烷混氢能提高标称电压。
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引用次数: 0
Review of Non-Destructive Testing Methods for Defects in Insulating Polymers 绝缘聚合物缺陷无损检测方法综述
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-01-10 DOI: 10.17775/CSEEJPES.2023.08020
Liming Wang;Yanxin Tu;Bin Cao;Yuhao Liu;Hongwei Mei;Lishuai Liu;Fanghui Yin
In the field of power systems, insulating polymers have been found to have extensive applications due to their outstanding properties. However, these materials are susceptible to defects arising from various factors during production and operation, which may progress and potentially lead to safety incidents. This paper comprehensively reviews non-destructive testing (NDT) techniques for insulating polymers. Based on the physical principles underlying these methods, they are categorized into electrical testing methods, non-electrical passive testing methods, and non-electrical active testing methods. The paper offers a retrospective assessment of the applications of these methods in insulating polymers. Finally, evaluation of the applicability, advantages, and limitations of these diverse methods is systematically conducted, aiming to facilitate the targeted selection of the optimal NDT method in engineering applications.
在电力系统领域,绝缘聚合物因其优异的性能而具有广泛的应用前景。然而,这些材料在生产和操作过程中容易因各种因素而产生缺陷,这些缺陷可能会发展并可能导致安全事故。本文综述了绝缘聚合物的无损检测技术。根据这些方法背后的物理原理,将它们分为电测试方法、非电被动测试方法和非电主动测试方法。本文回顾了这些方法在绝缘聚合物中的应用。最后,系统地评价了这些不同方法的适用性、优势和局限性,以便在工程应用中有针对性地选择最优无损检测方法。
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引用次数: 0
Novel Control Method for the MMC Connected to Wind Farms MMC与风电场连接的新型控制方法
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-01-10 DOI: 10.17775/CSEEJPES.2024.03920
Xiangyu Pei;Caoyang Jia;Feng Ji;Hui Pang;Guangfu Tang
Large-scale renewable energy transmission via the voltage source converter (VSC) based high-voltage direct current (HVDC) is a crucial development direction for constructing a new-typed power system in China. However, renewable energy is characterized by volatility, intermittency, and randomness. When the sending-end modular multilevel converter (MMC) cannot adapt to the rapid fluctuations in renewable energy output, its energy balance will be disrupted by the active power difference between the AC and DC sides, causing issues such as wideband oscillations and exacerbated circulating currents. To solve the problem mentioned above, a novel energy balance-based control method for MMCs connected to wind farms is proposed in this paper, enabling the MM C to effectively adapt to fluctuations in renewable energy output and naturally maintain circulating current at a relatively low level. Firstly, the evolution principle illustrating topology decomposition and reconfiguration of the MMC is revealed. Secondly, the control method for AC internal voltage is proposed, which combines the energy balance between the half MMCs and voltage amplitude support. Thirdly, the DC internal voltage is defined, and its control method is proposed based on the MMC's overall energy balance. Then, independent control of each bridge arm is achieved by integrating the energy balance of the bridge arms with both the AC and DC internal voltages. Finally, an electromagnetic transient simulation model is built with PSCADIEMTDC, and the efficacy and practicality of the proposed method are demonstrated through extensive simulation experiments.
基于电压源变换器(VSC)的高压直流(HVDC)大规模可再生能源传输是中国建设新型电力系统的重要发展方向。然而,可再生能源具有波动性、间歇性和随机性等特点。当发送端模块化多电平变换器(MMC)不能适应可再生能源输出的快速波动时,其能量平衡将被交流和直流侧有功功率差所破坏,造成宽带振荡和循环电流加剧等问题。针对上述问题,本文提出了一种基于能量平衡的新型风电场mmc控制方法,使mmc能够有效地适应可再生能源输出的波动,并自然地将环流保持在较低的水平。首先,揭示了MMC拓扑分解和重构的演化原理。其次,提出了结合半mmc间能量平衡和电压幅值支持的交流内电压控制方法。第三,定义了直流内部电压,并提出了基于MMC整体能量平衡的直流内部电压控制方法。然后,通过将桥臂的能量平衡与交流和直流内部电压相结合,实现对每个桥臂的独立控制。最后,利用PSCADIEMTDC建立了电磁瞬变仿真模型,并通过大量仿真实验验证了该方法的有效性和实用性。
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引用次数: 0
Estimating Transient Stability Regions of Large-Scale Power Systems Part II: Reduced-Order Stability Region with Computational Efficiency 大型电力系统暂态稳定区域估计第二部分:具有计算效率的降阶稳定区域
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-01-10 DOI: 10.17775/CSEEJPES.2024.01180
Yuqing Lin;Tianhao Wen;Lei Chen;Yang Liu;Q. H. Wu
Part II of this paper presents a reduced-order stability region (ROSR) based method to estimate the full-order stability region (FOSR) of a large-scale power system. First, we introduce the definitions of FOSR and ROSR, followed by a comprehensive theory that reveals the relationships between them. Since the full-order system can be rewritten as a standard two timescale model and the reduced-order system is regarded as the slow subsystem of it, the proposed theory is derived based on the idea of singular perturbation. With rigorous mathematical proof, the properties of FOSR and ROSR are revealed. Moreover, a modified Energy Augmented Dynamic (EAD) algorithm and a constrained equidistant projection (CEP) approach are employed to estimate the ROSR and FOSR, respectively. The modified EAD algorithm and CEP form a so-called reduced-order stability region mapping (ROSRM) method. Finally, the proposed ROSRM method is applied to the IEEE 10-machine-39-bus power system, and simulation studies confirm its superiority to the traditional energy function method in terms of computational speed and reliability of results.
本文的第二部分提出了一种基于降阶稳定区域(ROSR)的估计大型电力系统全阶稳定区域(FOSR)的方法。首先,我们介绍了FOSR和ROSR的定义,然后是一个全面的理论,揭示了它们之间的关系。由于全阶系统可以重写为一个标准的双时间尺度模型,而降阶系统被看作是它的慢子系统,因此基于奇异摄动的思想推导了该理论。通过严格的数学证明,揭示了FOSR和ROSR的性质。此外,采用改进的能量增强动态(EAD)算法和约束等距投影(CEP)方法分别估计了ROSR和FOSR。改进的EAD算法和CEP形成了一种所谓的降阶稳定区域映射(ROSRM)方法。最后,将所提出的ROSRM方法应用于IEEE 10机39总线电力系统,仿真研究证实了该方法在计算速度和结果可靠性方面优于传统能量函数方法。
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引用次数: 0
Integrated Multiport Flexible Voltage Clamp Circuit Breaker with DC Chopper Applied to MMC-HVDC System 直流斩波式集成多端口柔性电压钳断路器应用于MMC-HVDC系统
IF 5.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-01-10 DOI: 10.17775/CSEEJPES.2023.06350
Guoqing Li;Yuheng Song;Jing Bian;Yanxu Wang;Kefei Yan;Menghan Li
Given the wide application of DC grids, the protection equipment of power grids must be improved during the fault period. This study proposes an integrated multiport flexible voltage clamp circuit breaker with a DC chopper acting on the receiving end converter to solve the DC short circuit fault and surplus power because of AC low-voltage fault; it has a modular design. As a DC circuit breaker, the device utilizes the voltage-clamping principle and thyristor semi-control to remove faults. As the fault current increases, the branch circuit outputs different voltage levels by selecting different gears, thereby controlling the voltage-clamping effect. This device can distinguish between different fault types to prevent secondary shocks in the system. As a DC chopper, the voltage at both ends of the energy dissipation resistor is varied by switching submodules, consuming surplus power to complete AC low-voltage faults and minimizing the impact of low-voltage faults on the system's transmission capacity. Finally, the effectiveness and applicability of the equipment are verified using wind turbines connected to a flexible DC transmission three-terminal power grid model in PSCAD/EMTDC, and two fault simulation types are analyzed. A comparison of the electrical quantities (fault current, system voltage and branch voltage) of the proposed circuit breaker with other similar equipment shows that due to the efficiency of the proposed equipment, the peak fault current is reduced by at least 35.8%. The required voltage stress of key power electronic equipment is reduced by at least 71.5%. Therefore, the equipment ensures that the per-unit voltage of the DC system does not exceed 1.05 during AC fault crossing.
鉴于直流电网的广泛应用,必须对电网故障期间的保护设备进行改进。为了解决交流低压故障引起的直流短路故障和余电问题,提出了一种集成多端口柔性电压钳断路器,并在接收端变换器上采用直流斩波器;它采用模块化设计。该装置作为直流断路器,利用箝位电压原理和晶闸管半控制来排除故障。随着故障电流的增大,支路通过选择不同的档位输出不同的电压电平,从而控制箝位效果。该设备能够区分不同的故障类型,防止系统发生二次冲击。作为直流斩波器,耗散电阻两端的电压随开关子模块的变化而变化,消耗多余的功率完成交流低压故障,最大限度地减少低压故障对系统传输容量的影响。最后,以PSCAD/EMTDC中风电机组接入柔性直流输电三端电网模型为例,验证了该设备的有效性和适用性,并对两种故障仿真类型进行了分析。将所设计断路器的电量(故障电流、系统电压和支路电压)与其他类似设备进行比较,发现由于所设计设备的效率,故障电流峰值至少降低了35.8%。关键电力电子设备所需电压应力至少降低71.5%。因此,设备应保证交流过电时直流系统的单位电压不超过1.05。
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引用次数: 0
A Planning Model for Optimal Sizing of Integrated Power and Gas Systems Capturing Frequency Security 获取频率安全的电、气集成系统最优规模规划模型
IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-01-10 DOI: 10.17775/CSEEJPES.2024.00240
Yi Wang;Goran Strbac
Large renewable penetration has been witnessed in power systems, resulting in reduced level of system inertia and increasing requirements for frequency response services. There have been plenty of studies developing frequency-constrained operation models for power system security. However, most existing literature only focuses on operational level rather than planning level. To fill this gap, this paper proposes a novel planning model for the optimal sizing problem of integrated power and gas systems, capturing both under and over frequency security requirements. A detailed unit commitment setup considering different ramping rates is incorporated into the planning model to accurately represent the scheduling behavior of each individual generator and accurate inertia calculation. The power importing and exporting behaviors of interconnectors are considered, which can influence the largest loss of generation and demand, accounting for under and over frequency security, respectively. Additionally, a deep learning-based clustering method featured by concurrent and integrated learning is introduced in the planning model to effectively generate representative days. Case studies have been conducted on a coupled 6-bus power and 7-node gas system as well as a 14-bus power and 14-node gas system to verify the effectiveness of the proposed planning model in accurate clustering performance and realistic investment decision making.
可再生能源在电力系统中的大规模渗透,导致系统惯性水平降低,对频率响应服务的要求增加。针对电力系统的安全问题,人们对频率约束运行模型进行了大量的研究。然而,大多数现有文献只关注操作层面,而不是计划层面。为了填补这一空白,本文提出了一种新的规划模型,用于综合电力和天然气系统的最优规模问题,同时捕获低频和超频安全要求。在规划模型中引入了详细的考虑不同爬坡率的机组承诺设置,以准确地表示每个发电机的调度行为和精确的惯性计算。考虑了互连器的电力输入和输出行为,它们分别影响了低频和超频安全,对发电和需求的损失最大。此外,在规划模型中引入了一种基于深度学习的并行集成学习聚类方法,有效地生成具有代表性的天数。通过对6总线电源和7节点燃气耦合系统以及14总线电源和14节点燃气系统的案例研究,验证了所提出的规划模型在准确的聚类性能和现实的投资决策方面的有效性。
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引用次数: 0
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CSEE Journal of Power and Energy Systems
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