2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)最新文献_第4页

Improved YOLOv5 Algorithm for Power Insulator Defect Detection 改进的YOLOv5算法用于电力绝缘子缺陷检测

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217485

Hefan Chen, Zhaoyun Zhang

{"title":"Improved YOLOv5 Algorithm for Power Insulator Defect Detection","authors":"Hefan Chen, Zhaoyun Zhang","doi":"10.1109/CPEEE56777.2023.10217485","DOIUrl":"https://doi.org/10.1109/CPEEE56777.2023.10217485","url":null,"abstract":"Intelligent inspection of transmission lines by UAVs has become the mainstream of the industry, and insulator defect detection is a key part of the intelligent inspection operation. To address the problem of low accuracy of insulator defect detection in complex environments, this paper proposes an improved YOLOv5s-based insulator defect detection algorithm. First, the K-means algorithm is used to cluster the data set to obtain the best anchor frame size, which effectively improves the generalization ability and localization accuracy of the model; second, the Backbone part of YOLOv5s is embedded with the Coordinate Attention module to improve the feature extraction ability of the network to solve the influence of invalid features on the recognition accuracy; finally, the EIOU-Loss is used to improve the accuracy of insulator defect detection. Finally, the performance of the model is optimized using the EIOU-Loss function, and ablation experiments are set up to validate the proposed method. The experimental results show that the Precious and mAP of the improved YOLOv5s model are improved by2.S% and 1.6%, respectively, compared with the original YOLOv5s network.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116812992","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

Fault Detection Technique under Pole to Pole Fault of AC-DC Power Network 交直流电网极点故障下的故障检测技术

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217743

Jung-Mo Ham, Dong Seok Kim, N. Cho, Kyung-Min Lee, Chul-Won Park

引用次数: 0

Intelligent Inspection and Application of UAV Cluster in the Distribution Network Route 无人机集群在配电网路线中的智能检测与应用

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217701

Jianzhong Wang, Hongwei Bai, Suchao Wang, Qiushi Ru, Quanwei Yang, Jin Yuan, Lin Zhou

{"title":"Intelligent Inspection and Application of UAV Cluster in the Distribution Network Route","authors":"Jianzhong Wang, Hongwei Bai, Suchao Wang, Qiushi Ru, Quanwei Yang, Jin Yuan, Lin Zhou","doi":"10.1109/CPEEE56777.2023.10217701","DOIUrl":"https://doi.org/10.1109/CPEEE56777.2023.10217701","url":null,"abstract":"Combined with digital twin technology and Beidou positioning technology, this paper proposes to apply UAV cluster to automatic inspection of distribution network routes, so as to provide a strong guarantee for timely inspection and correct evaluation of power grid lines. In order to realize the intelligent inspection of the distribution network route, based on the UAV cluster, this paper further combines the digital twin technology, Beidou grid positioning technology and genetic algorithm. In the process of UAV inspection, Beidou grid coding is used for fast and accurate positioning, and the digital twin route map is generated for inspection route planning to realize the automatic inspection scheme of intelligent UAV cluster in the distribution network route. Compared with the existing technology, the technical scheme proposed in this paper has the advantages of better accuracy, higher detection efficiency and safer working process. It highlights the advantages of UAV cluster technology applied to smart grid and promotes the development of smart grid construction.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114367887","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

Energy Management System for Direct current (DC) Microgrid 直流微电网能源管理系统

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217378

Hassan Hadi H Awaji, Abdulellah Alsulami, Ahmad Awadh Althobiti, A. Alhussainy, Sultan Alghamdi, A. H. Milyani, M.N. Ajour, M. Rawa

{"title":"Energy Management System for Direct current (DC) Microgrid","authors":"Hassan Hadi H Awaji, Abdulellah Alsulami, Ahmad Awadh Althobiti, A. Alhussainy, Sultan Alghamdi, A. H. Milyani, M.N. Ajour, M. Rawa","doi":"10.1109/CPEEE56777.2023.10217378","DOIUrl":"https://doi.org/10.1109/CPEEE56777.2023.10217378","url":null,"abstract":"Renewable energy-based direct current microgrids are becoming popular due to their higher energy efficiency than AC microgrids. In addition to the DC Microgrid not required more conversion systems and simple to connected to Battery systems In this paper we will propose effective energy management for a photovoltaic-based DC microgrid. The DC microgrid consist of a Photovoltaic Power System, a BSS to enhance the generation of power in the inability of a PV system, and a DC shunt motor connected as dynamic load. Battery storage system (BSS) helps to stabilize the system against the instability caused by stochastic nature of the renewable sources as well as demand variation within a microgrid To extract the maximum power from the PV array, we will implement a maximum power point tracking system (MPPTs). The BSS feeds the load through a bidirectional DC-DC buck-boost converter. The BSS is put into operation when the MG is in an emergency where the battery can provide backup when the PV system fails to generate the demand load under different weather conditions. The MG will be simulated using MATLAB/Simulink. We will exanimate the DC microgrid under various weather conditions to see the behavior of Battery storage system (BSS) when the power generation less the load demand and to see how the BSS helps the stabilization of the system against the instability caused by stochastic nature of the renewable sources as well as demand variation within a microgrid. We Will see the affects shown in electrical torque of DC shunt motor when the motor operates under full, half and quarter of the load.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"166 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114732838","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

Variable toward Solar PV Sustainable Entrepreneurship 面向太阳能光伏可持续创业的变量

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217618

Abdul Malik Sadat Idris, W. Dhewanto, Y. Anggoro

引用次数: 0

Model Predictive Control with Gradient Descent Applied to DAB Converter Control 梯度下降模型预测控制在DAB变换器控制中的应用

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217583

Atílio Caliari De Lima, Deyvid Victor Souza, A. Nardoto, W. Santos

{"title":"Model Predictive Control with Gradient Descent Applied to DAB Converter Control","authors":"Atílio Caliari De Lima, Deyvid Victor Souza, A. Nardoto, W. Santos","doi":"10.1109/CPEEE56777.2023.10217583","DOIUrl":"https://doi.org/10.1109/CPEEE56777.2023.10217583","url":null,"abstract":"The search for less polluting means of transport has intensified the research and promotion of electric vehicles (EVs). Unlike conventional vehicles, EVs have an electric power circuit composed of power electronic converters that together make up the battery charging system and the powertrain. These systems usually have different voltage levels, so it is attractive to use isolated converters, for example, the Dual Active Bridge (DAB) converter. Among the various techniques used to control converters, the application of model predictive control (MPC) has recently become evident. The advantages of predictive control are the design based on plant equations, the ease of implementation, and good precision and accuracy. In MPC the search for the desired setpoint is performed by minimizing a cost function. In the present study, the minimization of the cost function is achieved using the gradient descent technique. Also, computer simulations performed on the Matlab/Simulink platform with the DAB converter being controlled by MPC and MPC with gradient descent are presented and the results compared and discussed.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"329 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123396823","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

From Diesel to Electric Bimodal Train: Case Study in Italy for Decarbonization of Railway Lines 从柴油到电动双式列车:意大利铁路线脱碳案例研究

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217645

Cristiano Colombo, F. Borghetti, F. Foiadelli, M. Longo, W. Yaici, D. Zaninelli

{"title":"From Diesel to Electric Bimodal Train: Case Study in Italy for Decarbonization of Railway Lines","authors":"Cristiano Colombo, F. Borghetti, F. Foiadelli, M. Longo, W. Yaici, D. Zaninelli","doi":"10.1109/CPEEE56777.2023.10217645","DOIUrl":"https://doi.org/10.1109/CPEEE56777.2023.10217645","url":null,"abstract":"In Europe, decarbonization policies related to transportation systems, are becoming increasingly relevant and concrete to foster sustainable mobility of people and goods. In this perspective, the rail system plays an important role in the energy transition at both local and macroregional scales; in several cases, the opportunity to transform diesel-powered lines into electrified and/or battery-powered lines is under consideration. The goal of this work is a technical analysis for the transformation of the Milan-Lecco (S7) line located in a region of northern Italy currently with diesel traction. In particular, the section of 29.2 km between Monza and Molteno stations is analyzed. In this section, the solution of using battery-powered trains while avoiding the construction of catenary is evaluated. Within the case study, the vehicle type (train) is identified, the battery is sized, and a driving control analysis is performed. Specifically, speed, traction, power and energy diagrams were evaluated. In fact, the work represents an initial assessment about the technical feasibility of converting the line from diesel to electric traction.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123785911","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 New Method to Identify and Blocking Inrush Current in Transformer 变压器励磁涌流识别与阻断新方法

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217729

Cyrus Ghodrati

{"title":"A New Method to Identify and Blocking Inrush Current in Transformer","authors":"Cyrus Ghodrati","doi":"10.1109/CPEEE56777.2023.10217729","DOIUrl":"https://doi.org/10.1109/CPEEE56777.2023.10217729","url":null,"abstract":"In this research, in relation to the basics of the theory of inrush current and the methods of preventing the operation of the differential relay error in the protection of the power transformer, some materials will be presented. Then the example of differential relay malfunctions is discussed. Since the incorrect operation of the differential relay causes the inappropriate disconnection of important network equipment such as power transformers, it creates irreparable tensions in the stability of the network, especially in sensitive times such as peak load, so it is necessary to prevent the aforementioned error by using various blocking methods. For this purpose, by examining the methods used in relays manufactured by reliable companies such as 7UT633 relay manufactured by SIEMENS company, MICOM P54x relay manufactured by Schneider Electric company, RET670 relay manufactured by ABB company, T30 and T60 relay manufactured by GE company, SEL587 relay manufactured by Schweitzer company, the logic of their operation when inrush current occurs We will observe the presence of errors in the operation of these relays when switching the transformer. In the end, by presenting a method based on the logic of frequency analysis to block the relay when the phenomenon of inrush current occurs (Frequency Blocking Algorithm), we will improve the performance of the relays and prevent the differential relay error when energizing the transformer.","PeriodicalId":364883,"journal":{"name":"2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE)","volume":"14 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131858721","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

Power Quality of DQ Synchronous Frame for Wind Connected to Grid 风电并网DQ同步机架的电能质量

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217705

O. M. Alarbidi, Hassan Hadi H Awaji, Ahmad Awadh Althobiti, A. Alhussainy, Sultan Alghamdi, M.N. Ajour, M. Rawa, A. Abusorrah

引用次数: 0

Power Imbalance Drivers and Reliability Targets for Dynamic Control Reserves of a Philippine Grid 菲律宾电网动态控制储备的功率不平衡驱动因素与可靠性目标

2023 13th International Conference on Power, Energy and Electrical Engineering (CPEEE) Pub Date : 2023-02-25 DOI: 10.1109/CPEEE56777.2023.10217604

E. J. S. D. Rosario, J. Orillaza

引用次数: 0