2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)最新文献_第6页

Fast Pooling Based Multi-Scale Graph Neural Network and Its Application in Electric Power System 基于快速池化的多尺度图神经网络及其在电力系统中的应用

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759560

Zhenyuan Ma, Yuanpeng Tan, Zhijian Li, Huifang Xu, Liqing Liu, Kejia He

{"title":"Fast Pooling Based Multi-Scale Graph Neural Network and Its Application in Electric Power System","authors":"Zhenyuan Ma, Yuanpeng Tan, Zhijian Li, Huifang Xu, Liqing Liu, Kejia He","doi":"10.1109/AEEES54426.2022.9759560","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759560","url":null,"abstract":"With the development of power system intelligence, data in the electric power system has shown high complexity and uncertainty. For this reason, the knowledge graph (KG) has been applied in various applications in the power grid. By combining with machine learning, deep learning, and other graph computing technologies, the knowledge graph can effectively find out the useful information in the data, and use the existing data information to optimize the business process and help in decision-making. However, the knowledge graph in the electric power system has multiple nodes, heterogeneous edges, and complex structures, and the applications on the knowledge graph are shallow. The traditional graph neural network models do not consider much on the topological structure of input graphs, and thus the problems of low efficiency and high complexity come out. In order to solve the problems mentioned above, we proposed a multi-scale graph neural network with fast pooling in this paper. This model could improve the computing efficiency through the fast calculation of the pooling layer, and prevent the decrease of the test accuracy by introducing a multi-scale network structure. Also, the model could adapt to different sizes of input graphs, where the pooling layer gave a fixed size of output regardless of the input size. According to the experimental results on the popular benchmark dataset PROTEINS and the self-built dataset CEPRI-Transmission, the proposed model outperforms baseline models when considering both accuracy and efficiency.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121202552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research of Container Security Reinforcement Multi-Service APP Deployment for New Power System on Substation 变电站新型电力系统集装箱安全加固多业务APP部署研究

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759718

Xu Xin, Z. Yan, Hao Yueying, Jiang Yulei, Geng Mingzhi

引用次数: 1

Multi-energy Complementary Clean Energy Microgrid Planning 多能源互补清洁能源微电网规划

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759578

Zhang Menglu, Wang Jiatong, He Chuan, Xie Keyu, Zhang Xinyuan, Lv Xiangmei

引用次数: 0

Evaluation Method of Oil-paper Insulation Bushing Damp Type Based on Polarity Reversal 基于极性反转的湿式油纸绝缘套管评价方法

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759721

H. Yao, H. Mu, Haoxiang Zhao, Xuan Li, Daning Zhang, Guanjun Zhang

{"title":"Evaluation Method of Oil-paper Insulation Bushing Damp Type Based on Polarity Reversal","authors":"H. Yao, H. Mu, Haoxiang Zhao, Xuan Li, Daning Zhang, Guanjun Zhang","doi":"10.1109/AEEES54426.2022.9759721","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759721","url":null,"abstract":"Oil-paper insulation bushing has been widely used in power system due to its good electrical and mechanical properties. Moisture is the most important factor affecting the safe and stable operation of the bushing. The moisture in the bushing mainly comes from the internal capacitor core and the end screen. In order to determine the initial damp location of the oil-paper bushing, the simulation models of internal damp and external damp bushing were constructed, and the moisture content was determined. On this basis, the oil-paper insulation samples with internal and external dampness were prepared according to the simulation data, and the polarization and depolarization current (PDC) test curves under different voltages and the integral values in the time direction were obtained. The results show that the polarization current curves and the depolarization current curves of the bushing under the test voltage of 200V, 400V, 600V and 800V are higher than the corresponding curves under the external damp condition; The integral value of PDC curve is greater than 3.5×10−7 when the bushing is damp outside and less than 3.2 ×10−7 when the bushing is damp inside, which can be used as a criterion to distinguish the initial damp position of the bushing.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127483818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Power Quality Management Strategy for High-Speed Railway Traction Power Supply System 高速铁路牵引供电系统电能质量管理策略

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759561

Yongbin Shi, Teng Li

引用次数: 2

Zero-Mode Current Distribution Analysis in Neutral Ungrounded Distribution Systems with Distributed Photovoltaic Generators under SPG Faults SPG故障下分布式光伏发电机中性不接地配电系统零模电流分布分析

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759690

Jinrui Tang, Wanying Qi, Chen Yang, Zhenhai Li

{"title":"Zero-Mode Current Distribution Analysis in Neutral Ungrounded Distribution Systems with Distributed Photovoltaic Generators under SPG Faults","authors":"Jinrui Tang, Wanying Qi, Chen Yang, Zhenhai Li","doi":"10.1109/AEEES54426.2022.9759690","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759690","url":null,"abstract":"The fault current is determined by the zero-sequence parameters in neural ungrounded distribution systems (NUDSs) when a single phase-to-ground (SPG) fault occurred. Hence most traditional fault location methods are proposed and realized based on the zero-mode currents along the faulty distribution line. Nowadays, high penetration of distribution generators (DGs) exists in NUDGs and the zero-mode currents would be influenced by these grid-connected inverters. In this paper, the zero-mode currents located at the upstream side and the downstream side of the fault point are analyzed and compared in NUDSs with distributed photovoltaic generators under SPG faults. The equivalent composite sequence network diagram of NUDSs with SPG faults are constructed, and the control strategy of grid-connected inverter is analyzed. The derived zero-mode currents during SPG faults would be verified in the simulation both in the time domain and frequency domain. The results show that the high-frequency components of zero-mode currents are different at upstream side and downstream side of the fault point, while the high-frequency components of zero-mode currents are the same at the same side of the fault point.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133604911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Study on Transient Control Technology of Doubly-Fed Wind Turbine Connected to VSC-HVDC 双馈风电机组接入VSC-HVDC暂态控制技术研究

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759576

Yanqiu Bi, Xueqi Wang, Yan Li, Dahai Zhang

{"title":"Study on Transient Control Technology of Doubly-Fed Wind Turbine Connected to VSC-HVDC","authors":"Yanqiu Bi, Xueqi Wang, Yan Li, Dahai Zhang","doi":"10.1109/AEEES54426.2022.9759576","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759576","url":null,"abstract":"When large-scale wind power island is connected to VSC-HVDC power grid, the interdependence between wind turbine and VSC-HVDC power grid will be closer. Especially in the fault process, the interaction between wind turbine and VSC-HVDC power grid is more prominent, which makes the fault crossing of large wind power isolated islands connected to VSC-HVDC power grid face many new problems. Therefore, it is necessary to study the fault response characteristics of wind power connect to VSC-HVDC power grid and the fault ride through scheme of VSC-HVDC power grid and wind power joint system. When large-scale wind power is connected to the VSC-HVDC power grid and the VSC-HVDC mode is used for long-distance transmission, the operation characteristics of wind power and VSC-HVDC power grid will affect each other. The adaptability of wind power connected to the VSC-HVDC power grid will become an important problem affecting the operation of the power grid. Especially when the VSC-HVDC power grid fails, the response characteristics of the wind turbine, the interaction between VSC-HVDC power grid and wind power in the event of power grid failure, and how to realize fault ride through together. The focus of study should be to clarify the fault characteristics and interaction between wind power and VSC-HVDC power grid, realizing the joint fault ride through, and deepen the understanding of the interaction between wind power and power electronic controller in case of fault of VSC-HVDC power grid. Finally, to ensure the safe and stable operation of wind power sent through VSC-HVDC power grid, it is important to give full play to the flexible control of VSC-HVDC power grid, so as to work without synchronous power support.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122209759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Application of High Frequency and Ultra High Frequency Partial Discharge Detection to Gas Insulated Switchgear 高频、特高频局部放电检测在气体绝缘开关柜中的应用

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759830

Yao Lu, Zhibin Qiu, C. Liao, Tonghongfei Li, Zijian Wu, Yong Hu

{"title":"The Application of High Frequency and Ultra High Frequency Partial Discharge Detection to Gas Insulated Switchgear","authors":"Yao Lu, Zhibin Qiu, C. Liao, Tonghongfei Li, Zijian Wu, Yong Hu","doi":"10.1109/AEEES54426.2022.9759830","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759830","url":null,"abstract":"Partial discharge (PD) charged detection is one of the important means to determine the internal insulation condition of gas insulated switchgear (GIS) equipment in extra high voltage (EHV) substations. Through PD charged detection, equipment defects can be detected and warned in advance to avoid further development of PD leading to equipment and grid failure. This paper introduces a GIS arrester PD defect found by applying GIS online monitoring system, using high-frequency (HF) and ultra-high-frequency (UHF) methods to discover abnormal signals of GIS equipment, and tracing and analyzing the abnormal signals. Based on the traditional discharge type identification technology, a deep learning-based PD type identification technology is proposed. The PD type is identified using HF and UHF mapping features, and the location of PD is precisely located using sensor time delay characteristics. Finally, the disassembly analysis of GIS equipment verifies the effectiveness of the GIS online monitoring system, while avoiding the further development of PD leading to serious accidents of unscheduled bus outages. This paper also provides some reference and experience on GIS charged detection as well as operation and maintenance.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116857360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Optimal Operation Strategy of Multi-energy System Considering Energy Supply for Waste Treatment 考虑能源供给的废物处理多能系统最优运行策略

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759729

Li Guangdi, Xu Guoyi, Zhou Bowen, Huai Jinpeng, Zhao Ying

{"title":"Optimal Operation Strategy of Multi-energy System Considering Energy Supply for Waste Treatment","authors":"Li Guangdi, Xu Guoyi, Zhou Bowen, Huai Jinpeng, Zhao Ying","doi":"10.1109/AEEES54426.2022.9759729","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759729","url":null,"abstract":"Given the serious energy waste of the multi-energy system and the low absorption capacity of renewable energy, this paper considers the characteristics of waste energy supply and simultaneously optimizes the operation of the multi-energy system. Firstly, the key unit models in the system such as the waste energy supply model are built. Then, opportunity constraints are used to describe the uncertainty of load and renewable energy output, and a multi-energy system optimization strategy that takes into account the energy supply characteristics of waste treatment facilities and the synergy of renewable energy is proposed. Finally, based on the operating data of a large-scale multi-energy system and waste treatment facility, a simulation model for joint optimization operation of a multi-energy system considering the coordination of waste treatment energy supply and renewable energy is established. Simulation results show the multi-energy system joint optimization model proposed in this paper can effectively coordinate the energy supply of waste treatment facilities and the fluctuation of renewable energy. It satisfies the system's various load requirements and wastes disposal requirements effectively improving the on-site consumption of clean energy and can coordinate system economy and energy utilization efficiency.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"58 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132434343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Cable Breakage Defect Localization and Assessment Technique via Time-Frequency Domain Reflectometry with Gaussian Window 基于高斯窗时频反射的电缆断裂缺陷定位与评估技术

2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759740

X. Zou, H. Mu, Haotian Zhang, Lan-Qing Qu, Guanjun Zhang

引用次数: 0