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2022 Asian Conference on Frontiers of Power and Energy (ACFPE)最新文献

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Fault diagnosis of High Voltage Circuit Breaker using Random Forest and PSo-KELM 基于随机森林和PSo-KELM的高压断路器故障诊断
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952335
Yang Sun, Baoxin Hao, Bo Su, Qing Fan, Chengqun Sun
High voltage circuit breaker (HVCB) is an essential and important device of power grid, while any faults occurred in operation mechanism of HVCB will greatly jeopardize reliability and safety of power system. In order to improve fault diagnosis performance, a new fault diagnosis method using random forest (RF) and kernel extreme learning machine (KELM) is presented in this paper. At first, RF is applied to select the critical features derived from coil current. Then, the selected features are applied as inputs of KEML to establish fault diagnosis model. Next, particle swarm optimization (PSO) is introduced to turn crucial parameters of KELM to enhance diagnosis accuracy. Finally, practical samples are used to assess fault diagnosis performance of the presented method. Experimental results indicates the proposed RF-KELM method is capable of providing higher diagnosis accuracy than conventional approaches, which indicates promising future.
高压断路器是电网必不可少的重要设备,高压断路器运行机构一旦发生故障,将严重危及电力系统的可靠性和安全性。为了提高故障诊断性能,提出了一种基于随机森林和核极值学习机的故障诊断方法。首先,应用射频选择由线圈电流导出的关键特征。然后,将选择的特征作为KEML的输入,建立故障诊断模型。其次,引入粒子群算法(PSO)对KELM的关键参数进行优化,提高诊断精度。最后,用实际样本对该方法的故障诊断性能进行了评价。实验结果表明,该方法比传统方法具有更高的诊断精度,具有广阔的应用前景。
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引用次数: 0
Collaborative Optimization of Park Integrated Energy system based on Shared Energy Storage 基于共享储能的园区综合能源系统协同优化
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952337
Zhichao Ren, Ruiguang Ma, Chuan Long, Bo Chen, Xuehai Lv, Huaqiang Li, Luya Gao
With the development of energy storage technology, shared energy storage becomes the new normal for future grid user-side energy storage applications. The article summarizes the research status of shared energy storage(SEES) and integrated energy system(IES), and studies the relationship between SEES and energy network in combination with SEES technology. A system model including gas turbine model, gas boiler model, diesel generator model, electric chiller model and shared energy storage power plant model is proposed to realize the coordinated planning and development of thermal, electricity, cooling and gas in the park by considering the electric power, thermal power and cooling load balance as well as the constraints of the equipment and the park system's lowest one-day operating cost is regarded as the target function. Finally, the results of the collaborative energy optimization are demonstrated by a typical daily scenario of energy use in the park in summer, and the optimization results are analyzed, proving the effectiveness of the proposed method.
随着储能技术的发展,共享储能将成为未来电网用户侧储能应用的新常态。本文综述了共享储能(SEES)和集成能源系统(IES)的研究现状,并结合集成能源系统技术研究了共享储能与能源网络的关系。以园区系统单日运行成本最低为目标函数,考虑电力、火电、冷负荷平衡及设备约束,提出包括燃气轮机模型、燃气锅炉模型、柴油发电机模型、冷水机组模型和共享储能电站模型在内的系统模型,实现园区热、电、冷、气协同规划发展。最后,以园区夏季典型日常用电场景为例,对协同能源优化结果进行了验证,并对优化结果进行了分析,验证了所提方法的有效性。
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引用次数: 0
Evaluation Index System of Fire Extinguishing Agent Suitable for Transformer Oil Fire Based on Entropy Weight TOPSIS 基于熵权TOPSIS的变压器油火灾灭火剂评价指标体系
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952326
Haibin Zhang, Shilei Huang, Jiaqing Zhang, Wen Shi, Fengju Shang, D. Kong, Bingqing Li, Wanru Hong
With the increase in the number of transformers., the internal transformer oil fire protection is severe. Under various situations., the effectiveness of foam extinguishing agent in suppressing fires varies substantially. This research establishes a targeted evaluation index system appropriate for transformer oil fire based on the relevant national standards and researches., and then formulates the value standard of each index based on the relevant national standards and experimental data in order to choose the most suitable foam fire extinguishing agent for transformer oil fire. The research then uses the entropy weight TOPSIS approach to evaluate the applicability of three different types of foam extinguishing agents based on the index system. The results demonstrated that fluoroprotein foam performs most effectively overall. As a result., choosing fluoroprotein foam as the substation foam extinguishing agent is advised.
随着变压器数量的增加。,变压器内部油防火严重。在各种情况下。,泡沫灭火剂的灭火效果差别很大。本研究在相关国家标准和研究的基础上,建立了适合于变压器油火灾的针对性评价指标体系。,然后根据相关国家标准和实验数据制定各项指标的数值标准,以便为变压器油火灾选择最合适的泡沫灭火剂。在此基础上,采用熵权TOPSIS方法对三种不同类型泡沫灭火剂的适用性进行了评价。结果表明,氟蛋白泡沫的整体性能最有效。因此。,建议选用氟蛋白泡沫作为变电站泡沫灭火剂。
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引用次数: 0
Distribution Network PV Acceptance Capacity Assessment Considering Balance of Flexibility Supply and Demand 考虑柔性供需平衡的配电网光伏装机容量评估
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952177
Xinting Yang, Chuan Long, Yongsheng Ye, Ting Li, Liyang Liu, Jun Wei, Xuna Liu, Haoyang Bai
With the increase in the penetration of renewable energy, the capacity credibility of DG(distributed generators) receives widely attention. To deal with the uncertainty of DG output, the access of flexible resources is the trend of distribution network development, which influences the capacity credibility of the DG. In this paper, scenario analysis method and robust optimization theory are introduced to deal with the long-term and short-term uncertainties of the net load fluctuation to obtain a comprehensive and reasonable set of scenarios for the distribution network operation. And then, based on the construction of the output model of flexible resources, the distribution grid optimal dispatch model that takes into account the PV acceptance capacity and economy is proposed. Finally, simulation tests are conducted with a typical IEEE-33 nodes test system to verify the effectiveness of the proposed method.
随着可再生能源普及率的提高,分布式发电机组的容量可靠性受到广泛关注。为了应对DG输出的不确定性,柔性资源的获取是配电网发展的趋势,它影响着DG的容量可信度。本文引入情景分析方法和鲁棒优化理论,处理电网负荷波动的长期和短期不确定性,得到一套全面合理的配电网运行情景。然后,在构建柔性资源输出模型的基础上,提出了考虑光伏发电接收能力和经济性的配电网最优调度模型。最后,在典型的IEEE-33节点测试系统上进行了仿真测试,验证了所提方法的有效性。
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引用次数: 0
Optimal configuration of energy storage considering the heterogeneous flexible loads 考虑异构柔性负荷的储能优化配置
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952319
Zhicheng Ma, Qiang Zhou, Dingmei Wang, Ruixiao Zhang, Lijuan Liu
With numerous diverse flexible loads widely connected to power grid, the heterogeneity of flexible loads has become difficult to adapt to the large-scale power balance demand of the power grid. Optimal configuration of energy storage considering the heterogeneous flexible loads is the key to realize the power balance of the regional power grid. Firstly, based on the differentiated characteristics and power consumption curve of heterogeneous loads, the heterogeneous loads are classified as transferable loads, cuttable loads and adjustable loads. Then, the coordinated optimization strategy is proposed for heterogeneous loads and multi-type energy storages. the optimal configuration of multi-type energy storages is achieved by mixed integer linear programming (MILP). Finally, compared to flexible loads or energy storages participating in grid regulation alone, the proposed optimization strategy can not only achieve power balance of the regional grid, but also reduce the system operation cost and improve the economic benefits of the grid.
随着大量不同类型的柔性负荷广泛接入电网,柔性负荷的非均质性已难以适应电网的大规模电力平衡需求。考虑异构柔性负荷的储能优化配置是实现区域电网功率均衡的关键。首先,根据非均质负载的差异性特征和功耗曲线,将非均质负载分为可转移负载、可切割负载和可调节负载;在此基础上,提出了异构负荷和多类型储能的协同优化策略。采用混合整数线性规划(MILP)实现了多类型储能系统的最优配置。最后,与单独参与电网调节的柔性负荷或储能相比,所提出的优化策略既能实现区域电网的功率均衡,又能降低系统运行成本,提高电网的经济效益。
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引用次数: 0
Grounding Operation Analysis of Low Voltage Direct Current Supply and Utilization System 低压直流供电及利用系统接地运行分析
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952281
Shukang Zhao, Yuanyuan Sun, Kaiqi Sun, Shulin Yin, C. Tian, Xingqi Wu
With the large-scale integration of the distributed photovoltaic (PV) power generation system and power-electronic-device-based loads such as electric vehicles and data centers. The low voltage direct current supply and utilization system (LVDCSUS) has received much attention from academics and industry in recent years. However, the initial research has not been conducted in the LVDCSUS, including but not limited to operation modes, control strategy, protection, grounding mode. As one of the most important factors in the operation, reliability, and protection configuration of LVDCSUS, the choosing of the grounding mode in the LVDCSUS may influence the transient characteristics of the connecting point of the energy storage and PV generation system, which will determine the operating stability of the LVDCSUS. To provide a guideline to future LVDCSUS grounding mode chosen in different operation conditions, in this paper, the transient characteristics of the DC bus, energy storage port and photovoltaic power supply port of the symmetrical monopole system after the monopole ground fault of the DC bus are analyzed, and the influence of the grounding fault on the power generation and energy storage module operation of the low-voltage DC system is discussed. The research can provide reference for the selection of grounding mode and the configuration of fault protection in the LVDCSUS.
随着分布式光伏发电系统与电力电子设备负载(如电动汽车和数据中心)的大规模集成。近年来,低压直流供电与利用系统(LVDCSUS)受到了学术界和工业界的广泛关注。但对于LVDCSUS,包括但不限于运行方式、控制策略、保护、接地方式等方面的初步研究尚未开展。作为LVDCSUS运行、可靠性和保护配置中最重要的因素之一,LVDCSUS接地方式的选择可能会影响到储能与光伏发电系统连接点的暂态特性,从而决定LVDCSUS的运行稳定性。为了给今后LVDCSUS在不同运行条件下选择接地方式提供指导,本文分析了对称单极系统直流母线单极接地故障后直流母线、储能端口和光伏供电端口的暂态特性,并讨论了接地故障对低压直流系统发电和储能模块运行的影响。研究结果可为LVDCSUS接地方式的选择和故障保护的配置提供参考。
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引用次数: 0
Sliding-Mode Control with Two-Stage Photovoltaic Off-Grid and Grid-Connected Inverters 两级光伏离网和并网逆变器的滑模控制
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952208
Haiwei Liu, W. Zhen, Baixu Chen, Weicheng Shen, Kaisong Dong, Xiping Ma
To improve the power generation efficiency of photovoltaic (PV) arrays, this paper applies the sliding mode control (SMC) strategy to two-stage PV off-grid and grid-connected inverters to keep follow the maximum power point (MPP) of PV arrays and compare it with the traditional perturbation observation (P&O) strategy on both dynamic and stationary performance. The PV off-grid system uses the SMC strategy for the front stage and a three-phase sinusoidal pulse-width modulation (SPWM) strategy for the back stage; the PV grid-connected system uses the SMC strategy for the front stage and a double-closed-loop modulation strategy for the back stage with an external loop of grid voltage and an internal loop of current. Simulation reports demonstrated that the SMC could succeed in tracking on MPP and that two-stage PV off-grid and grid-connected inverters can output power to the load and the grid stably.
为了提高光伏阵列的发电效率,将滑模控制(SMC)策略应用于两级光伏离网和并网逆变器,跟踪光伏阵列的最大功率点(MPP),并将其与传统的摄动观测(P&O)策略在动态和稳态性能上进行比较。光伏离网系统前端采用SMC策略,后台采用三相正弦脉宽调制(SPWM)策略;光伏并网系统前级采用SMC策略,后级采用双闭环调制策略,外环为电网电压,内环为电流。仿真结果表明,该系统能够成功地跟踪MPP,两级光伏离网逆变器和并网逆变器能够稳定地向负荷和电网输出功率。
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引用次数: 0
Cloud Energy Storage Service Mechanism considering Power Transaction 考虑电力交易的云储能服务机制
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952323
Fang Liu, Y. Qiao, Yang Liu, Wei Wang, Xinting Yang, Huaqiang Li, Miaomiao Wang
In order to realize the market-oriented promotion of cloud energy storage business, on the premise of ensuring the optimal benefit of user groups, a cloud energy storage service mechanism considering electric energy trading is proposed. The bidding form is introduced into power trading to effectively motivate users to actively participate in the service and expand ideas for the commercialization of cloud energy storage business. First, a detailed cloud energy storage service mechanism architecture and business process are designed. Secondly, a day-ahead power dispatching model and strategy aiming at the minimum net energy cost of the user groups are constructed. Then, an electricity bidding and matching strategy in the form of multiple rounds of collective bidding is established. And the benefits of each participant are clarified. Finally, a park is taken as an example to verify the effectiveness of the proposed service mechanism. The results show that this mechanism can promote the local consumption of renewable energy, reduce the energy cost of users, increase the service engagement of users, and achieve a win-win situation for all parties.
为实现云储能业务的市场化推广,在保证用户群体利益最优的前提下,提出了一种考虑电能交易的云储能服务机制。在电力交易中引入竞价形式,有效激励用户积极参与服务,拓展云储能业务商业化思路。首先,设计了详细的云储能服务机制架构和业务流程。其次,构建了以用户群净能源成本最小为目标的日前电力调度模型和策略;然后,建立了多轮集体竞价形式的电力竞价匹配策略。每个参与者的利益都被明确了。最后,以某公园为例,验证了所提出服务机制的有效性。研究结果表明,该机制可以促进可再生能源的本地消费,降低用户的能源成本,提高用户的服务参与度,实现各方共赢。
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引用次数: 0
Study on the Topology and Control Method of a Power Supply for Temperature Field Test of High-frequency Transformer 高频变压器温度场试验电源的拓扑结构及控制方法研究
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952318
Xinwen Zhang, B. Liu, Feng Gao, Dunwen Song, Xukai Zhu
Temperature field testing is an important part of testing the design quality of high-frequency transformers in power electronic transformers (PET) or isolating DC-DC converters. The test process requires reproducing the application scenarios of high-frequency transformers and at the same time reducing the power consumption of the test power as much as possible. To this end, this paper designs a DC power feedback type high-frequency transformer temperature field test power supply. The power supply is mainly composed of power frequency AC-DC and back-to-back high-frequency transformers, DC-AC and AC-DC modules. Power diodes and resistors are connected in series with high-frequency AC-DC and DC-AC DC sides to form a DC power feed link. The sum of the high-frequency DC-AC DC voltage and the DC feeding resistance voltage is used as the set value of the high-frequency AC-DC DC voltage output., and the single-phase shift of DC-DC control is adopted to achieve the target current output of the test power supply. At the same time, a mathematical model between the input and output current of the test power supply and the grid-side current is established, which provides a theoretical basis for the energy-saving evaluation of the energy feedback test method. Finally, the test power supply experiment simulation system was built, and the results confirmed the correctness of the test plan.
温度场测试是电力电子变压器(PET)或隔离型DC-DC变换器中高频变压器设计质量测试的重要组成部分。测试过程要求再现高频变压器的应用场景,同时尽可能降低测试电源的功耗。为此,本文设计了一种直流功率反馈式高频变压器温度场测试电源。电源主要由工频交直流和背靠背高频变压器、DC-AC和AC-DC模块组成。功率二极管和电阻器串联在高频AC-DC和DC- ac直流侧,形成直流电源链路。高频交直流电压与直流馈电电阻电压之和作为高频交直流直流电压输出的设定值。,采用DC-DC控制单相移相,实现测试电源的目标电流输出。同时,建立了测试电源输入、输出电流与电网侧电流之间的数学模型,为能量反馈测试方法的节能评价提供了理论依据。最后,搭建了测试电源实验仿真系统,验证了测试方案的正确性。
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引用次数: 0
Research on Tree Detection under Transmission Line Based on 3D Visualization 基于三维可视化的输电线路下树检测研究
Pub Date : 2022-10-01 DOI: 10.1109/ACFPE56003.2022.9952293
Z. Jiang, Zhizhou Shang, Feng Guo, Yupeng Wang
With the continuous development of power systems, the safety of transmission lines has become an important issue, such as the impact of trees under transmission lines on line safety. Therefore, a set of online supervision plan has been developed for the current status quo of potential safety hazards and complex operating environment. This article mainly introduces a remote automatic detection device based on visualized three-dimensional digital model technology and mobile communication module. This method can effectively improve the efficiency of inspection work.
随着电力系统的不断发展,输电线路的安全已成为一个重要的问题,如输电线路下的树木对线路安全的影响。因此,针对目前存在的安全隐患和复杂的运行环境,制定了一套在线监管方案。本文主要介绍了一种基于可视化三维数字模型技术和移动通信模块的远程自动检测装置。该方法可有效提高检测工作的效率。
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引用次数: 0
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2022 Asian Conference on Frontiers of Power and Energy (ACFPE)
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