2023 International Conference on Power Energy Systems and Applications (ICoPESA)最新文献

筛选
英文 中文
Assessment of the Large-Scale Low-Pressure Distributed Energy Cluster Response Potential Based on the Combination of Subjective and Objective Methods 基于主客观相结合的大尺度低压分布式能量簇响应势评价
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10141304
Gang Chen, Bo Li, Jianping Wu, Ruiqi Deng, Liang Guo, Jin Yi
{"title":"Assessment of the Large-Scale Low-Pressure Distributed Energy Cluster Response Potential Based on the Combination of Subjective and Objective Methods","authors":"Gang Chen, Bo Li, Jianping Wu, Ruiqi Deng, Liang Guo, Jin Yi","doi":"10.1109/ICoPESA56898.2023.10141304","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10141304","url":null,"abstract":"The large amount of low-voltage distributed renewable energy, such as photovoltaic and wind power, has randomness and fluctuation, which brings challenges to the traditional power grid. In this paper, the characteristics of wind power, photovoltaic and energy storage are analyzed, and the response characteristics of these three distributed resources are studied, and a refined evaluation index system is designed for the response potential evaluation of the distributed resource cluster, A refined evaluation model based on AHP-entropy weight method is established to evaluate the potential of the distributed resource cluster, and the effect of the model in determining the priority of these three distributed resources cluster in the peak-shaving and frequency-modulation scenario is demonstrated by simulation, it is of great theoretical and practical significance to cluster and aggregate regulation of distributed renewable resources.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133956285","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 of Bearing in Induction Motor Using Improved Variational Nonlinear Chirp Mode Decomposition 基于改进变分非线性啁啾模态分解的异步电机轴承故障检测
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10140601
Jiahe Li, C. Qiu, Yu Wang
{"title":"Fault Detection of Bearing in Induction Motor Using Improved Variational Nonlinear Chirp Mode Decomposition","authors":"Jiahe Li, C. Qiu, Yu Wang","doi":"10.1109/ICoPESA56898.2023.10140601","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10140601","url":null,"abstract":"When the motor bearing fails, the weak fault feature in the stator current signal are submerged in the strong noise background of fundamental and harmonics. Due to the low signal-to-noise ratio, bearing fault detection based on current is always a challenge. Although the variational nonlinear chirp mode decomposition (VNCMD) can process non-stationary signals, it requires some prior conditions, which limits its practical application. For this, an improved VNCMD is proposed for the current-based bearing fault detection. Firstly, the initial instantaneous frequency is estimated based on Fourier series. Secondly, the current signal is decomposed into multiple modes based on the VNCMD using the initial instantaneous frequency as initial conditions. Finally, the most relevant mode is selected using the correlation coefficient method. The experimental results show that the proposed approach is effective for the bearing fault detection, and has superior performance comparing with the existing approaches.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"81A 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132786842","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
Impact of Snow Weather on PV Power Generation and Improvement of Power Forecasting 雪天对光伏发电的影响及电力预报的改进
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10140199
Xuejiao Fu, Xiaoxiao Wang, Y. Gong, Yu Wang, Yangfan Zhang
{"title":"Impact of Snow Weather on PV Power Generation and Improvement of Power Forecasting","authors":"Xuejiao Fu, Xiaoxiao Wang, Y. Gong, Yu Wang, Yangfan Zhang","doi":"10.1109/ICoPESA56898.2023.10140199","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10140199","url":null,"abstract":"Snowfall has a significant impact on photovoltaic (PV) power prediction. The sudden drop of PV power output directly affects the power balance and threatens the safety and stability of power system. Thus it is of great engineering value to improve the accuracy of PV power prediction on snowy days. In this paper, the influence of snowfall and snowmelt process on the accuracy of PV power prediction is studied by analyzing the actual power, predicted power and meteorological data. Then a power prediction correction method based on irradiance loss model is proposed. Analysis results show that the proposed correction model can effectively reduce the maximum deviation of power prediction and improve the accuracy of PV power prediction with high stability and strong versatility.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131146208","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
Frequency Characteristics Analysis of Isolated Power Grid Based on VSC Droop Controller 基于VSC下垂控制器的隔离电网频率特性分析
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10140473
Weijie Qiu, Qiang Yang, Tingbang Yang, Xinkun Ma, Xiaobing Xiao, Hujun Shi, Yuanliang Zhao, Q. Shi, Shuai Liang
{"title":"Frequency Characteristics Analysis of Isolated Power Grid Based on VSC Droop Controller","authors":"Weijie Qiu, Qiang Yang, Tingbang Yang, Xinkun Ma, Xiaobing Xiao, Hujun Shi, Yuanliang Zhao, Q. Shi, Shuai Liang","doi":"10.1109/ICoPESA56898.2023.10140473","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10140473","url":null,"abstract":"With the rapid development of renewable energy like wind power and photovoltaics, the penetration of renewable energy in the future power system will increase continually, and the system frequency characteristics will change significantly. At present, isolated power grid is an effective way for utilizing and consuming the renewable energy. Nevertheless, due to the high penetration of renewable energy in isolated power grid, the inertia of the system is insufficient. When the active power disturbances occur, system frequency will fluctuate greatly, which will seriously affect the safe and stable operation of isolated power grid. Therefore, it is of great significance to clarify the frequency dynamic characteristics of isolated power grid. The topology of an actual isolated power grid is given first in this paper, and a frequency response characteristics model which is suitable for frequency characteristics analysis is raised. Then a synchronous generator penetration coefficient is defined, and the frequency response characteristics of the isolated power grid are analyzed in two different cases as renewable energy does not participate in frequency regulation and participates in frequency regulation through droop controller. Subsequently, a relationship curve of power disturbance, frequency deviation and synchronous generator penetration coefficient is shown in this paper. Finally, the proposed frequency characteristics analysis method is verified based on PSCAD/EMTDC simulation test platform.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133130105","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 on Control Optimization for Dynamic Voltage Restorer Using Fuzzy Adaptive PI Control
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10140520
Pengfei Wang, Liuwei Xu, Jing Lu, Yanan Wu, Jie Yang, Jun Li, Bin Xu, R. He
{"title":"Research on Control Optimization for Dynamic Voltage Restorer Using Fuzzy Adaptive PI Control","authors":"Pengfei Wang, Liuwei Xu, Jing Lu, Yanan Wu, Jie Yang, Jun Li, Bin Xu, R. He","doi":"10.1109/ICoPESA56898.2023.10140520","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10140520","url":null,"abstract":"The voltage sag which is one of the power quality issues occurs the most frequently and has the greatest impact while causing the most serious economic losses. Dynamic voltage restorer is an effective method to tackle voltage sag and the control system is the most component of dynamic voltage restorer. The conventional proportional-integral control which has the advantages of designing simple and higher speed is a widely used control method in dynamic voltage restorer, but the proportional-integral control usually needs to regulate parameters to improve control accuracy for nonlinear system. In this paper, a fuzzy adaptive proportional-integral controller is proposed to control dynamic voltage restorer to mitigate the voltage sag issue. The fuzzy adaptive proportional-integral controller helps to complete a precise compensation and a faster-responding speed compared with a conventional proportional-integral controller. Moreover, the total harmonic distortion with fuzzy adaptive proportional-integral control caused by power electronic components also decreases. Finally, the effective results are validated through the simulation analysis of MATLAB/SIMULINK.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127814686","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 on Online Monitoring of Wind Turbine Blade Damage Based on Working Mode Analysis 基于工作模式分析的风力机叶片损伤在线监测研究
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10141057
Yu Wang, Hui Liu, Feng Gao, Yangfan Zhang, Yao-Qiang Wang, Kai-Fu Liang
{"title":"Research on Online Monitoring of Wind Turbine Blade Damage Based on Working Mode Analysis","authors":"Yu Wang, Hui Liu, Feng Gao, Yangfan Zhang, Yao-Qiang Wang, Kai-Fu Liang","doi":"10.1109/ICoPESA56898.2023.10141057","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10141057","url":null,"abstract":"To solve the problem that the blade damage of wind turbine is difficult to be directly monitored on-line, the blade vibration signal is used to realize the on-line monitoring of the blade damage fault. Firstly, based on the working mode analysis theory, an on-line identification method of wind turbine blade modal parameters based on the transmission rate is constructed, and a blade vibration physical experiment platform is built for the experimental verification of this method. Through the comparison with the experimental results of the traditional force hammer excitation method, the accuracy of the working mode parameter identification method is verified; Then, taking the 5MW offshore wind turbine in fast simulation software as an example, the multi condition operation simulation of blade damage is carried out, and the influence law of blade damage on the normal operation parameters and blade modal parameters of the unit is obtained through data analysis; Finally, using different combinations of blade monitoring data, the accuracy of machine learning algorithm (MLA) applied to blade damage fault diagnosis is tested. The results show that the accuracy of blade damage fault diagnosis can be significantly improved by incorporating online identification of blade modal parameters into the unit operation data.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115695086","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 Evaluation Method of Substitution Effect for Grid-side Functional Alternative Energy Storage 电网侧功能性替代储能替代效果评价方法研究
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10140891
Zihan Meng, Dengzheng Wang, N. Li, Feng Zhao, B. Huang, Jing Hu
{"title":"Study on Evaluation Method of Substitution Effect for Grid-side Functional Alternative Energy Storage","authors":"Zihan Meng, Dengzheng Wang, N. Li, Feng Zhao, B. Huang, Jing Hu","doi":"10.1109/ICoPESA56898.2023.10140891","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10140891","url":null,"abstract":"The grid-side functional alternative energy storage can play a special role in the power system. The national policy clearly supports the development of grid-side functional alternative energy storage, and proposes to explore the possibility of incorporating it into the transmission and distribution price. At present, grid-side functional alternative energy storage is in its initial stage of exploration, and its substitution effect is in urgent need to be further studied. To this end, this paper proposes a method to evaluate the substitution effect of grid-side functional alternative energy storage and applies it in the typical cases of seasonal and temporary load growth to conduct research. It is concluded that for seasonal and temporary load areas, the use of mobile energy storage solution is not as economical as line transformation when only taking into account the single-application scenario of dealing with seasonal load every year. Following the decreasing of energy storage cost and the application of mobile energy storage devices in multiple dimensions, mobile energy storage is an important option for solving the problem of electric power supply in such areas.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"154 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115910756","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 DDPG Algorithm Based Reinforcement Learning Controller for Three-Phase DC-AC Inverters 基于DDPG算法的三相直流-交流逆变器强化学习控制器
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10141128
Jian Ye, Sen Mei, Huanyu Guo, Yingjie Hu, Xinan Zhang
{"title":"A DDPG Algorithm Based Reinforcement Learning Controller for Three-Phase DC-AC Inverters","authors":"Jian Ye, Sen Mei, Huanyu Guo, Yingjie Hu, Xinan Zhang","doi":"10.1109/ICoPESA56898.2023.10141128","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10141128","url":null,"abstract":"This paper proposes a DC-AC inverter controller based on reinforcement learning (RL) algorithm. Compared with the traditional PID control method, the structure of the RL algorithm based controller is simpler. The deep deterministic policy gradient (DDPG) algorithm in RL algorithm is used to realize model-free control of inverters, so that the control algorithm has adaptive ability to different types of DC-AC inverters. It can avoid the dependence of the control strategy on the system model. Through simulation, the control strategy of three-phase two-level DC-AC inverter based on DDPG algorithm is compared with the traditional PID control. The simulation results show that the total harmonic distortion (THD) is reduced by 12% and the current tracking performance is improved by at least 75%.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114353534","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
Collaborative Optimization Strategy of Urban Rail Train Operation Curve Based on Regenerative Braking Energy Utilization 基于再生制动能量利用的城市轨道列车运行曲线协同优化策略
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10141102
Meiyu Song, Xiangwen Shi, Xiaobo Wu, Dong-Hui Sha, F. Lin, Zhongping Yang
{"title":"Collaborative Optimization Strategy of Urban Rail Train Operation Curve Based on Regenerative Braking Energy Utilization","authors":"Meiyu Song, Xiangwen Shi, Xiaobo Wu, Dong-Hui Sha, F. Lin, Zhongping Yang","doi":"10.1109/ICoPESA56898.2023.10141102","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10141102","url":null,"abstract":"In order to reduce the traction energy consumption of urban rail transit system and effectively promote the sustainable development of the system, the optimization of urban rail train operation curve based on regenerative braking energy utilization is the most direct application method. Therefore, this article first establishes traction substation model, traction network model and train model with on-board brake resistance, and builds the simulation calculation platform for urban rail traction power supply system. Then, through the analysis of the typical dual train operation model, the optimization objective is to reduce the output energy of substation and reduce the start of on-board brake resistance. And for energy interaction period and non-interaction period, a two-stage optimization strategy is proposed to adjust the train operation curve. On this basis, according to the characteristics of train timetable, a collaborative optimization strategy of multi-train operation based on the sequence of train braking is proposed. Finally, a hardware-in-the-loop experiment platform is built to verify the optimization strategy of train operation curve under multiple operation scenarios. The results show that the strategy can effectively enhance the utilization of regenerative braking energy and improve the energy saving effect of the system.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117067596","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
Efficiency Analysis Based on Electrical Network Theory for a Multi-load WPT System 基于电网理论的多负荷水冷发电系统效率分析
2023 International Conference on Power Energy Systems and Applications (ICoPESA) Pub Date : 2023-02-24 DOI: 10.1109/ICoPESA56898.2023.10140743
Yu Li, Yunhu Yang, Dazhuang Liang, Weina Jia, Jianzhi Xue
{"title":"Efficiency Analysis Based on Electrical Network Theory for a Multi-load WPT System","authors":"Yu Li, Yunhu Yang, Dazhuang Liang, Weina Jia, Jianzhi Xue","doi":"10.1109/ICoPESA56898.2023.10140743","DOIUrl":"https://doi.org/10.1109/ICoPESA56898.2023.10140743","url":null,"abstract":"The system efficiency is analyzed by electrical network theory from a load perspective for a multi-load wireless power transfer (WPT) system, and the optimal load value that can maximize the system efficiency is also given in this paper. Meanwhile, the genetic algorithm is used to verify the correctness of the analysis results by electrical network theory. Finally, an experimental platform of an inductive wireless power transfer system based on series-series(SS) topology is built, and the three groups of experiments are carried out to verify the correctness of the theory analysis of the system efficiency for the multi-load WPT system.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123599516","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信