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2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)最新文献

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Typical Scenario Extraction of Distributed Rooftop Photovoltaic Power Output Using Improved Deep Convolutional Embedded Clustering 基于改进深度卷积嵌入聚类的分布式屋顶光伏输出典型场景提取
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10167066
Fude Dong, Zilu Li, Yuantu Xu, Deqiang Zhu, Rongjie Huang, Haobin Zou, Xiangang Peng
The increase of the penetration rate of distributed rooftop photovoltaic (PV) in the distribution network brings uncertainties to the distribution network operation scenarios. It is difficult to meet the actual demand relying on manual operation to extract typical scenarios. To tackle this issue, this paper proposes an improved One-dimensional Deep Convolutional Embedded Clustering with ResNet Autoencoder (1D-RDCEC) based scenario reduction method to extract typical PV power output scenarios. Massive PV power output scenarios are generated by Conditional Generative Adversarial Networks (CGAN) with monthly labels, in order to provide sufficient and high-quality scenario set for the subsequent extraction of typical scenarios. 1D-RDCEC first uses a One-Dimensional Convolutional Autoencoder adding residual connection (1D-RCAE) to extract the latent features of PV power output. Then, a custom clustering layer is used to soft assign the extracted latent features. Finally, the clustering loss and reconstruction loss are combined as a joint optimization to extract typical scenarios of distributed rooftop PV power output. Experiments on Australian distribution network datasets have demonstrated the effectiveness of the proposed method.
分布式屋顶光伏在配电网中渗透率的提高,给配电网运行场景带来了不确定性。依靠人工操作提取典型场景很难满足实际需求。针对这一问题,本文提出了一种改进的基于一维深度卷积嵌入聚类与ResNet自动编码器(1D-RDCEC)的场景约简方法,提取典型光伏发电输出场景。通过带月标签的条件生成对抗网络(Conditional Generative Adversarial Networks, CGAN)生成大量光伏发电输出场景,为后续典型场景的提取提供充足、高质量的场景集。1d - rcac首先使用一维卷积加残差连接自编码器(1D-RCAE)提取光伏输出的潜在特征。然后,使用自定义聚类层对提取的潜在特征进行软分配。最后,结合聚类损失和重建损失进行联合优化,提取出分布式屋顶光伏发电输出的典型场景。在澳大利亚配电网数据集上的实验证明了该方法的有效性。
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引用次数: 0
Design and Application of Security and Stability Control System in Matiari-Lahore HVDC Transmission Project of Pakistan 巴基斯坦玛蒂里—拉合尔直流输电工程安全稳定控制系统设计与应用
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10166653
Tianyi Liu, Aiwen Xue, Yening Lai, Guangyuan Shi, Ning Sun, Yunsong Yan
With the operation of Matiari-Lahore HVDC, Pakistan power grid has been transformed from a 500kV pure AC grid to a hybrid AC and DC grid. With the change in the structure and scale of Pakistan power grid, there is an urgent need to analyze and study the security and stability characteristics of the grid. This paper analyzes the stability characteristics of the grid after a fault in Matiari-Lahore HVDC. It proposes stability control strategies for typical modes and each AC-DC power combination case. Based on the simulation analysis of the hybrid AC-DC grid in Pakistan, this paper presents the architecture of the security and stability control system (hereafter referred to as SSCS) to support the stable operation of the Pakistan power system. The operation mode of the security and stability control device (hereafter referred to as SSCD) is studied. The interface between SSCS and HVDC, control and protection system, is realized. The innovative SSCS was applied to the Matiari-Lahore HVDC transmission project to realize the DC fault matching cutter control strategy based on different operating conditions. At the same time, the research and application are significant to the design, development, and implementation of SSCS for other DC transmission projects.
随着Matiari-Lahore高压直流输电项目的运行,巴基斯坦电网由500kV纯交流电网转变为交直流混合电网。随着巴基斯坦电网结构和规模的变化,迫切需要对电网的安全稳定特性进行分析和研究。本文分析了马蒂亚里—拉合尔直流输电故障后电网的稳定性特征。针对典型模式和各种交直流电源组合情况,提出了稳定控制策略。本文在对巴基斯坦交直流混合电网进行仿真分析的基础上,提出了支持巴基斯坦电力系统稳定运行的安全稳定控制系统(以下简称SSCS)体系结构。研究了安全稳定控制装置(以下简称SSCD)的运行方式。实现了SSCS与高压直流控制保护系统的接口。将创新的SSCS应用于Matiari-Lahore高压直流输电工程,实现了基于不同运行工况的直流故障匹配切割机控制策略。同时,本文的研究和应用对其他直流输电工程中SSCS的设计、开发和实施具有重要意义。
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引用次数: 0
Inverter-Interfaced Distributed Generator Optimal Configuration Based on Process Immune Time 基于过程免疫时间的逆变器接口分布式发电机组优化配置
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10165992
Jun Tao, Dawei Li, H. Zhang, Qianlong Zhu
In the assessment of voltage sag, due to the existence of uncertain operating interval of voltage sag tolerance characteristic curve, it is difficult to measure the economic losses caused by voltage sag when the equipment suffers from voltage sag of this interval type. In this paper, a optimal configuration model of Inverter-Interfaced Distributed Generator based on process immune time is proposed, which calculates the economic loss caused by voltage sag according to whether the key physical parameters of industrial process meet the acceptable limits. The model considers both the economy of reversible distributed generation under normal operation and its ability to suppress voltage sag of distribution network under fault operation. The objective is to minimize the investment cost, network loss, power purchase cost of upper power grid and economic loss of voltage sag. The genetic algorithm is used to solve the model. The simulation results show that the optimal configuration scheme of reversible distributed generation considering voltage sag has better overall economy and stronger ability to suppress voltage sag.
在电压暂降评估中,由于电压暂降容限特性曲线存在不确定的运行区间,当设备发生这种区间型电压暂降时,电压暂降所造成的经济损失难以测量。本文提出了一种基于过程免疫时间的逆变接口分布式发电机优化配置模型,根据工业过程的关键物理参数是否满足可接受范围,计算电压暂降造成的经济损失。该模型既考虑了可逆分布式发电在正常运行时的经济性,又考虑了其在故障运行时抑制配电网电压凹陷的能力。其目标是使投资成本、网损、上网购电成本和电压暂降经济损失最小。采用遗传算法对模型进行求解。仿真结果表明,考虑电压暂降的可逆分布式发电最优配置方案具有更好的整体经济性和更强的抑制电压暂降能力。
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引用次数: 0
Research on Coordinated Optimization Strategy for Multi-Region Emergency Load Shedding 多区域应急减载协调优化策略研究
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10166051
Chunfeng Li, Dongsheng Zhang, Jinan Sun, Xin Zhao, Lei Yu, Hongyuan Wei
Load reduction control is an important technical measure to deal with the serious fault and emergency state of power grid, and it is also one of the important technical means to ensure the safe and stable operation of large power grid. This paper proposes a coordinated optimization strategy for multi-region emergency load reduction that takes the safety and stability of power grid and accident risk into account. By taking the cost of regional load reduction proportion into account, the coordinated optimization of multi-region load reduction control measures is realized, and the problem of excessive load reduction control in some regions caused by the lack of coordination of load reduction objects among multiple regions is solved. The case analysis results show that the proposed strategy can effectively guarantee the safety of power grid and reduce the control cost and the risk of safety accidents.
减载控制是应对电网严重故障和紧急状态的重要技术措施,也是保证大电网安全稳定运行的重要技术手段之一。本文提出了一种兼顾电网安全稳定和事故风险的多区域应急减载协调优化策略。通过考虑区域减载比例成本,实现了多区域减载控制措施的协同优化,解决了多区域间减载对象缺乏协调导致部分区域减载控制过度的问题。实例分析结果表明,该策略能有效保障电网安全,降低控制成本和安全事故风险。
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引用次数: 0
Bi-Level Optimal Dispatch Method of Active Distribution Network Based on Improved Artificial Fish Swarm Algorithm 基于改进人工鱼群算法的有源配电网双级优化调度方法
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10166727
Ding Li, Yi Luo, Shengcun Zhou, Xuancheng Yi, Yiwang Xiong, Yaning Wu
When flexible resources such as smart switches are connected to the low-voltage distribution network, the distribution network has better observability and controllability. Meanwhile, the distribution network with a high proportion of new energy faces the challenge of high dispatch costs and difficulty of renewable energy accommodation. In order to improve the economy and reliability of distribution network operation. This paper proposes a bi-level optimal scheduling model for active distribution networks considering dynamic reconfiguration. The upper layer of the model is the distribution network reconfiguration model. The optimization objectives are the minimum total operating cost and the optimal power supply quality, which is a multi-objective optimization, the decision variable is the grid structure for each reconstruction cycle. The lower layer of the model is the economic scheduling model, the optimization goal is to minimize the total operating cost, and the decision variable is the output of each flexible resource. And the improved artificial fish swarm algorithm is used to solve the proposed model. Finally, an IEEE33 node power distribution system is used for the case study. From the simulation results, the bi-level optimization model can significantly improve the operation economy and reliability of the distribution network.
当智能开关等柔性资源接入低压配电网时,配电网具有更好的可观察性和可控性。同时,新能源占比高的配电网面临着调度成本高、可再生能源调节困难的挑战。以提高配电网运行的经济性和可靠性。提出了考虑动态重构的有源配电网双层最优调度模型。该模型的上层是配电网重构模型。优化目标为总运行成本最小和供电质量最优,是一个多目标优化问题,决策变量为各改造周期的电网结构。模型的下层为经济调度模型,优化目标为总运行成本最小,决策变量为各柔性资源的产出。采用改进的人工鱼群算法对模型进行求解。最后,以IEEE33节点配电系统为例进行了研究。仿真结果表明,双层优化模型能显著提高配电网的运行经济性和可靠性。
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引用次数: 0
A Hybrid Flexible Arc Suppression Method for Single-Phase Ground Fault of Distribution Network 配电网单相接地故障的混合柔性消弧方法
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10165697
Runsheng Guo, Wei Niu, Liang Li, Zhixiao Zhang, Zhangyong Yao
The existing flexible arc suppression methods actively control the neutral voltage with power supply equipment, which consists of power electronic devices and non-power electronic devices. For power electronic device, the inverter with high capacity is applied to supply a reversal phase voltage to compensate the fault voltage. Otherwise, the non-power electronic devices have longer reaction time and lower precision. Herein a hybrid flexible arc suppression method combining power electronic devices and non-power electronic devices is proposed. The operating characteristics of the hybrid flexible arc suppression system under multiple operating conditions is simulated in MATLAB/Simulink. The proposed method is verified in a 10kV grid reality test field. The result shows that the method can sufficiently reduce the voltage at the fault point to less than 300V, avoiding the reignition of the arc. The method can also greatly decrease the capacity of the active inverter from usual 50kVA to 10kV A. Moreover, both speed and accuracy of the arc suppression are improved.
现有的柔性消弧方法利用供电设备主动控制中性点电压,供电设备包括电力电子设备和非电力电子设备。对于电力电子设备,采用大容量逆变器提供反相电压来补偿故障电压。否则,非电力电子器件的反应时间较长,精度较低。提出了一种结合电力电子器件和非电力电子器件的复合式柔性消弧方法。在MATLAB/Simulink中对混合柔性消弧系统在多种工况下的工作特性进行了仿真。该方法在10kV电网实际试验场中得到了验证。结果表明,该方法能充分降低故障点电压至300V以下,避免电弧重燃。该方法还可以将有源逆变器的容量从通常的50kVA大大降低到10kV a,并且提高了灭弧速度和精度。
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引用次数: 0
Tracing Carbon Responsibility Based on Carbon Emission Flow Tracking Theory 基于碳排放流追踪理论的碳责任追踪
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10166302
Xiaofeng Ren, Yiqing Wang, Hailong Gao, Xuequan Xiao, Yushan Zhou, Hao Zhou
This paper proposes an improved model for tracing carbon emissions in power systems, which to some extent addresses the lack of fairness in traditional methods. The model, based on the AC power flow calculation considering network losses, first identifies key indicators for carbon emission flow calculations, such as nodal carbon intensity. Then, it calculates the carbon flow rates for each branch and node, resulting in the distribution of carbon emission flows in the system.; The improved forward carbon emission flow tracing algorithm and reverse carbon emission flow tracing algorithm are then applied to fairly and reasonably allocate the controversial carbon emission losses of the network to the power sources and loads. The results of the case study tests show that the method improves the accuracy and fairness of the carbon emission allocation in the network, making carbon responsibility traceable.
本文提出了一种改进的电力系统碳排放追踪模型,在一定程度上解决了传统方法缺乏公平性的问题。该模型在考虑网损的交流潮流计算基础上,首先确定节点碳强度等碳排放流计算的关键指标。然后,计算各分支和节点的碳流量,得到系统中碳排放流量的分布;然后应用改进的正向碳排放流追踪算法和反向碳排放流追踪算法,将电网中有争议的碳排放损失公平合理地分配给各电源和负荷。实例分析测试结果表明,该方法提高了网络碳排放分配的准确性和公平性,使碳责任可追溯。
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引用次数: 0
Intelligent Decision-Making Method for Fault Handling Based on Knowledge Graph 基于知识图的故障处理智能决策方法
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10167325
Chunfeng Li, Dongsheng Zhang, Jinan Sun, Xin Zhao, Lei Yu, Hongyuan Wei
The scale of the power grid continues to expand and the stability characteristics become more and more complex. Fast and effective fault handling is an important means to ensure the safe and stable operation of the power grid. A fault handling intelligent decision-making method integrating knowledge graph and data mining algorithm is proposed, and a two-level scheduling knowledge graph covering multiple subgraphs is constructed. The upper atlas calls the lower business sub atlas based on the fault handling rules obtained from historical data learning and training. The lower-level map realizes business functions such as on-duty strategy analysis, stable limit matching, and disposal strategy generation of the security control system. Mining fault handling rules based on indicators such as sensitivity, and using massive historical operation data for dynamic update of two-level knowledge graphs to solve the problem that offline handling rules do not match fault scenarios. Finally, the effectiveness of the method is verified by the actual power grid operation data.
随着电网规模的不断扩大,电网的稳定特性也越来越复杂。快速有效的故障处理是保证电网安全稳定运行的重要手段。提出了一种将知识图与数据挖掘算法相结合的故障处理智能决策方法,构造了覆盖多个子图的两级调度知识图。上层图集根据历史数据学习和训练得到的故障处理规则调用下层业务子图集。底层地图实现安全控制系统的值班策略分析、稳定极限匹配、处置策略生成等业务功能。基于灵敏度等指标挖掘故障处理规则,利用大量历史运行数据动态更新两级知识图,解决离线处理规则与故障场景不匹配的问题。最后,通过实际电网运行数据验证了该方法的有效性。
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引用次数: 0
ADRC-Based Controller with Linkage Compensation for Interleaved Parallel Converters 基于adrc的交错并联变流器联动补偿控制器
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10166326
Bo Wang, Xuesong Zhou, Chenyang Zhao, Long Tao, Youjie Ma, Zhiqiang Gao
The microgrid is the key development direction of distributed energy. However, the performance indicators of its low-voltage side interface are often affected under complex operating conditions. To address this problem in a targeted manner, a linkage compensatory active disturbance rejection controller (LC-ADRC) that considers both the higher-order perturbation model and object model information is proposed. In this work, the extended state observer (ESO) and the feedback control law of the LC-ADRC are reconstructed according to the interleaved parallel bi-directional converter (IBC) characteristics, and the theoretical analysis shows that the dynamic response and immunity to disturbances of the IBC under typical conditions can be improved simultaneously. Finally, the experimental curves and test indexes obtained from the 300-watt test platform designed for these operating conditions verified the accuracy of the theoretical analysis.
微电网是分布式能源发展的关键方向。然而,在复杂的工作条件下,其低压侧接口的性能指标经常受到影响。为了有针对性地解决这一问题,提出了一种同时考虑高阶扰动模型和目标模型信息的连杆补偿自抗扰控制器(LC-ADRC)。本文根据交错并联双向变换器(IBC)的特性,重构了LC-ADRC的扩展状态观测器(ESO)和反馈控制律,理论分析表明,在典型条件下,IBC的动态响应和抗干扰能力可以同时得到提高。最后,在针对这些工况设计的300瓦试验平台上获得的实验曲线和试验指标验证了理论分析的准确性。
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引用次数: 0
Research on SiC-based Totem-pole Bridgeless PFC Converter and Control Strategy 基于sic的图腾柱无桥PFC变换器及控制策略研究
Pub Date : 2023-05-12 DOI: 10.1109/CEEPE58418.2023.10165796
Chenkun Fan, Fang Liu, Shang Zhao
To address the problems of inrush current, high-frequency switching body diode loss and Boundary Conduction Mode (BCM) working condition loss in totem-pole Power Factor Correction (PFC) converter, an improved totem-pole bridgeless PFC converter is designed using SiC Schottky diode and SiC IGBT, which reduces the effects of inrush current and conduction loss while improving circuit efficiency. Based on the direct voltage feed-forward control principle, the converter control system is optimally designed to cut the harmonic interference caused by the current spikes at the over-zero moment and enhance the power quality. Simulation model of the improved totem-pole bridgeless PFC converter and its control system is built using Simulink. Experimental results demonstrate that the converter designed in this paper achieves high efficiency and high power quality under the action of the control system.
针对图腾极功率因数校正(PFC)变换器中存在的浪涌电流、高频开关体二极管损耗和边界导通模式(BCM)工况损耗等问题,采用SiC肖特基二极管和SiC IGBT设计了一种改进的图腾极无桥PFC变换器,降低了浪涌电流和导通损耗的影响,提高了电路效率。基于电压直接前馈控制原理,优化设计了变换器控制系统,以减小过零时刻电流尖峰引起的谐波干扰,提高电能质量。利用Simulink对改进后的图腾杆无桥PFC变换器及其控制系统建立了仿真模型。实验结果表明,本文所设计的变换器在控制系统的作用下实现了高效率和高电能质量。
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引用次数: 0
期刊
2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)
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