2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)最新文献_第7页

Research on SCADA data preprocessing method of Wind Turbine 风电机组SCADA数据预处理方法研究

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9437009

Fuyu Qiao, Yongguang Ma, Liangyu Ma, Sihan Chen, Hao Yang, Pingyan Ma

{"title":"Research on SCADA data preprocessing method of Wind Turbine","authors":"Fuyu Qiao, Yongguang Ma, Liangyu Ma, Sihan Chen, Hao Yang, Pingyan Ma","doi":"10.1109/ACPEE51499.2021.9437009","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9437009","url":null,"abstract":"The installed capacity of wind turbine is gradually increasing, and the cost of operation and maintenance of wind turbine is also gradually increasing. In order to reduce the cost of wind turbine operation and maintenance, using SCADA data for fault early warning and condition monitoring has become one of the hot research directions in recent years. The SCADA data of wind turbine include abandoned wind data, fault data, shutdown data and so on, these data can not correctly reflect the operating status of the unit, in order to improve the accuracy of early warning and facilitate the follow-up research work, it is necessary to preprocess the data. For this reason, this paper proposes a method of combining dispersion analysis and bin algorithm to preprocess the operation data of wind turbine. First of all, the principles of bin algorithm and dispersion analysis method are introduced, and then the improved bin algorithm is used to fit the wind speed-power curve. Finally, based on the power curve, the data are preprocessed by the method of dispersion analysis. The experimental results show that the combination of dispersion analysis and bin algorithm can effectively remove the abnormal data in SCADA data.","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115469973","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: 2

Yardstick motivation evaluation method for investment of distribution network 配电网投资的尺度动机评价方法

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9437011

Yufang Liu, Q. Ma, Chao Xu, Dijie Huang

{"title":"Yardstick motivation evaluation method for investment of distribution network","authors":"Yufang Liu, Q. Ma, Chao Xu, Dijie Huang","doi":"10.1109/ACPEE51499.2021.9437011","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9437011","url":null,"abstract":"In the new situation of power development, such as the strengthening of incremental distribution business and the implementation of electric energy substitution strategy, with the same as the scale of investment and construction , the demand for upgrading and reconstruction of distribution network continue to increase. It is of great significance to study a set of reasonable and comprehensive evaluation model for medium and long-term dynamic planning investment of distribution network to guide the accurate investment of distribution network. We employ an index system for the investment efficiency of comprehensive performance of distribution network. An optimal combined weight selection model is built based on fuzzy hierarchical clustering analysis. The information entropy and time degree theory are introduced to the expected performance evaluation model of distribution network planning for establishing the dynamic yardstick evaluation method based on data envelopment analysis. Results are shown by analyzing of investment planning strategy of 9 regions in a province to verify the effectiveness and rationality of the proposed method.","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114205532","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

Availability Evaluation of Electric Power Company Resources 电力公司资源可用性评价

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9437039

Li Wei, Wang Qiong, Wang Yizheng, Liu Jinchen, Wang Haoming, Liu Tao

引用次数: 0

The stator flux linkage adaptive SVM-DTC control strategy of permanent magnet synchronous motor 永磁同步电机定子磁链自适应SVM-DTC控制策略

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9437101

Peng Yunhao, Yin Dejun, Hu Yansong

引用次数: 2

Failure Mode Mechanism and Effect Analysis of High Voltage DC Arcs in Electric Vehicle Cable* 电动汽车电缆高压直流电弧失效模式、机理及影响分析*

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9437106

Yibo Liu, J. Swingler, D. Flynn

{"title":"Failure Mode Mechanism and Effect Analysis of High Voltage DC Arcs in Electric Vehicle Cable*","authors":"Yibo Liu, J. Swingler, D. Flynn","doi":"10.1109/ACPEE51499.2021.9437106","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9437106","url":null,"abstract":"With a global increase in electric vehicles (EV) the reliability, quality and performance of EVs is becoming increasingly important. High voltage direct current (HVDC) arc events in cables can lead to fires within EVs. Therefore, in this paper we investigate the failure modes mechanisms and effect analysis (FMMEA) of this safety critical issue. The onset of these failure modes can be multi-factorial so we created a statistical design of experiment to investigate the evolution and mitigation of these failures. Analysis of the arc characteristics collected in laboratory models has been decoupled and classified into time sub-domains. Utilising continuous wavelet transform (CWT) for capturing frequency features and minimizing the influence or erroneous signals. Verification testing was performed using a reference arc model in Simulink for comparative analysis of the experimental and simulated data. Mitigation of arcs via the incorporation of a fuse has been proven to provide sufficient circuit protection. Our results indicate that our methodology provides an accurate framework for cable arc classification and mitigation.","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123306049","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

Design of Magnetic Coupling Mechanism with Gentle Excursion Performance for Wireless Power Transfer System 无线电力传输系统中具有缓偏移性能的磁耦合机构设计

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9436904

Xiaohua Huang, Jinxing Xu, Chong Xu, Yuanhang Wu, Xiaoli Li

引用次数: 2

A Novel Design of Automatic Tracking and Maximum Power output Device for Silicon Photocell Array 一种新型硅光电池阵列自动跟踪与最大功率输出装置设计

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9436997

Ahmed Abdalah yusuf, Lingqin Yi, Xiang Si, Ning Yang

{"title":"A Novel Design of Automatic Tracking and Maximum Power output Device for Silicon Photocell Array","authors":"Ahmed Abdalah yusuf, Lingqin Yi, Xiang Si, Ning Yang","doi":"10.1109/ACPEE51499.2021.9436997","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9436997","url":null,"abstract":"In recent years, environmental concerns and energy crisis have become serious issues. This has shifted much focus towards the solar energy which is green and renewable. In order to solve the shortcomings of low utilization, low automation and high cost of the traditional photovoltaic system, we propose an automatic tracking and maximum power output device for silicon photocell. The system is composed of solar automatic tracking device, maximum power point tracking (MPPT) system (controlled by STM32) and monitoring system based on Zigbee wireless. The solar automatic tracking device adopts four-quadrant photoelectric detection mode, realizes omni-directional and high-precision biaxial automatic tracking through logic circuit judgment, and makes maximum use of solar energy. The four-switch Buck-Boost circuit is used as the main circuit to realize wide range adjustment and synchronous rectifier control, which is combined with soft-switching technology to greatly improve the conversion efficiency of the system. ZigBee network monitoring system takes CC2530 as the node of transceiver. Results of testing showed, that solar automatic tracking device can track the solar trajectory with high precision and realize the maximum utilization rate of light intensity. The tracking accuracy of MPPT controller reached 99%, and the conversion efficiency also improved greatly, up to 98%. The monitoring system based on Zigbee wireless worked stably. In summary, the device effectively improves the utilization rate of solar energy. The simple structure and low cost make it of great practical value in engineering","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124482288","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

Optimal Scheduling Strategies of the Virtual Power Plant Considering Different Development Stages of the Electricity Market 考虑电力市场不同发展阶段的虚拟电厂最优调度策略

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9436861

Yunlei Zhang, Kan Yang, B. Zheng, Guorong Zhu, Dixin Wang, S. Li, K. Xu, Teng Tu

{"title":"Optimal Scheduling Strategies of the Virtual Power Plant Considering Different Development Stages of the Electricity Market","authors":"Yunlei Zhang, Kan Yang, B. Zheng, Guorong Zhu, Dixin Wang, S. Li, K. Xu, Teng Tu","doi":"10.1109/ACPEE51499.2021.9436861","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9436861","url":null,"abstract":"This paper investigates the scheduling strategies for the virtual power plant (VPP) considering different development stages of the electricity market. Firstly, the operation models are formulated to characterize the aggregated components of VPP, including the distributed photovoltaic (PV), wind turbines, demand resources (DRs), electric vehicles (EV) and combined heat and power (CHP) unit as well as conventional units. Next, different operating frameworks have been proposed in order to derive the scheduling strategies of VPP for different development stages of the electricity market. Specifically, a price taker-based scheduling model is developed for VPP during the early stage of market construction. For the mature stage of market development, a bi-level framework is introduced to simulate the bidding and scheduling strategies of VPP acting as active participates. Moreover, the bi-level framework is further recast as a solvable problem. The proposed method is capable to characterize the scheduling strategies of VPP in different stages of market development.","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124690954","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: 3

Optimal Modeling of Integrated Energy System Demand Response Operation Considering Wind Power Absorption 考虑风电吸收的综合能源系统需求响应运行优化建模

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9436895

Peng Lu, Chunxian Feng, Weiming Wu, Tieqiang Wang, Qi Zhou

{"title":"Optimal Modeling of Integrated Energy System Demand Response Operation Considering Wind Power Absorption","authors":"Peng Lu, Chunxian Feng, Weiming Wu, Tieqiang Wang, Qi Zhou","doi":"10.1109/ACPEE51499.2021.9436895","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9436895","url":null,"abstract":"In this paper, the demand response is applied to the integrated energy system. Through the switching of transferrable load and heat storage device, a large number of loads are transferred to the period when wind power resources are abundant and conventional loads are relatively low, so as to absorb the forced wind abandonment, thus improving the utilization rate of wind power resources through transferrable load and heat storage device. Based on the further study of how to improve wind power absorption, this paper discussed the influence of wind power absorption system based on transferable load and heat storage devices to the traditional scheduling schemes. The objective function is established with the minimum forced wind abandonment volume and the minimum cost of the comprehensive operating system. The multi-objective genetic algorithm is used to solve the problem, and the optimal solution set can be obtained. Then the single objective optimization function is established by weighting method, and the optimal compromise solution and the final scheduling scheme is finally obtained. This paper takes a power grid operation system as simulation example, and shows that the dispatching scheme of using transferrable load and heat storage devices can greatly reduce the operating cost of the system and enhance the wind power absorption capacity of the system, compared with the traditional dispatching scheme.","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124812908","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

Simulation of Temperature Distribution Behavior of High Voltage Cable Joints with Typical Defects 含典型缺陷高压电缆接头温度分布特性模拟

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) Pub Date : 2021-04-01 DOI: 10.1109/ACPEE51499.2021.9436866

A. A. Bhatti, Bin Yang, Xiaosheng Peng, Zhanran Xia, L. Dong, Hongyu Wang, Qiyou Xu

{"title":"Simulation of Temperature Distribution Behavior of High Voltage Cable Joints with Typical Defects","authors":"A. A. Bhatti, Bin Yang, Xiaosheng Peng, Zhanran Xia, L. Dong, Hongyu Wang, Qiyou Xu","doi":"10.1109/ACPEE51499.2021.9436866","DOIUrl":"https://doi.org/10.1109/ACPEE51499.2021.9436866","url":null,"abstract":"The cable joint is a very complex and sensitive part of the electrical cable. Defects in the cable joint and accessories cause deterioration and degradation of the insulation system because of improper performance, production, assembly, and bad installation. The defects in the cable joints may lead significantly to an increase in the temperature distribution. Some specific features and factors represent the cable's working state and the cable joint's temperature behavior. However, the power cable system strength relies on different characteristics such as a cavity, permittivity, size & shape, and cable position. The main purpose of this paper is to determine the temperature distribution behavior of the cable joint effectively and to resolve the shortcoming of the conventional thermal simulation model, based on the concept of heat transfer model and finite element method (FEM) by using COMSOL Software. First, an equivalent model of 11kV cable joint with XLPE and EPDM insulation layers has been designed. Second, the typical artificial particles, including air particles, semiconductor particles, metal particles, knife cut defect, and needle defect, were added to the cable's insulation. Third, the cable joint simulation with each typical particle and defect has been carried out to examine the temperature distribution behavior. The temperature distribution of each particle has been identified individually. The simulation result determines that each particle and defect's temperature distribution behavior has a different response, and the temperature effect change as the particles and defect change.","PeriodicalId":127882,"journal":{"name":"2021 6th Asia Conference on Power and Electrical Engineering (ACPEE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125071489","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: 5