2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)最新文献

Voltage Support Capacity During Grid Disturbances Based on Flexible Excitation System with ESS 基于ESS柔性励磁系统的电网扰动电压支撑能力研究

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633851

Liping Cheng, Jiancheng Zhang, Hongtao Xiong, Tiantian Zhang, Yuwei Peng, C. Mao

引用次数: 0

Wind-Solar-Load Power Scenario Reduction Based on Residual Multi-Channel Convolutional Auto-Encoders 基于残差多通道卷积自编码器的风能-太阳能负荷场景缩减

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633868

Yang Cao, Haifeng Huang, Hong Zhang, Xiaolu Li, Yuzheng Peng, Xinran Li

{"title":"Wind-Solar-Load Power Scenario Reduction Based on Residual Multi-Channel Convolutional Auto-Encoders","authors":"Yang Cao, Haifeng Huang, Hong Zhang, Xiaolu Li, Yuzheng Peng, Xinran Li","doi":"10.1109/SPIES52282.2021.9633868","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633868","url":null,"abstract":"The traditional methods of generating typical scenarios are prone to information loss and feature extraction inaccuracy. Considering the characteristics of wind-solar-load data with physical individual independence, complex complementary coupling, and the quality of data dimensionality reduction, a method of generating typical wind-solar-load scenarios based on the residual multi-channel convolutional auto-encoder (RESMCAE) is proposed. With respect to data dimensionality reduction, each independent feature extraction encoder is improved by the residual module to solve the problem of gradient disappearance, reduce information loss and ensure the information integrity. The performance of the network is enhanced through integrating multi-resolution features by the decoder of multi-layer fusion structure. The KL divergence is used for optimizing the network structure, and the Adam algorithm for parameter tuning. The proposed method is verified by comparing with traditional clustering methods on Davies-Bouldin Index (DBI) and Calinski-Harabasz Index (CHI) scores. The results show that the RESMCAE is feasible.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125500182","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

Novel High Voltage Gain DC-DC Converter with Low Voltage Stress for Renewable Energy Systems 用于可再生能源系统的新型低电压应力高增益DC-DC变换器

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633876

X. Yue, Jiawei Zhao, Daolian Chen

引用次数: 0

Research on Source-load Coordinated Dispatch Based on Multi-scenario Wind Power Consumption 基于多场景风电消纳的源荷协调调度研究

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633930

Liangguo Qian, Shunfu Lin, W. Wang, Duc-Cuong Quach

引用次数: 2

Study on Impact Characteristics of 35kV Tower with Conductive Concrete Based on EMTP 基于EMTP的35kV导电混凝土塔冲击特性研究

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633966

Ren Hongtao

引用次数: 0

The Interaction Mechanism and Parameters Optimization of Multiple DC Filters for Second-order Harmonics in DC Microgrids 直流微电网二阶谐波多重直流滤波器的相互作用机理及参数优化

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633909

Hao Wang, Wentao Huang, M. Yu, N. Tai, Z. Lin

{"title":"The Interaction Mechanism and Parameters Optimization of Multiple DC Filters for Second-order Harmonics in DC Microgrids","authors":"Hao Wang, Wentao Huang, M. Yu, N. Tai, Z. Lin","doi":"10.1109/SPIES52282.2021.9633909","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633909","url":null,"abstract":"DC microgrid is one of the development direction of power distribution system. Affected by factors such as non-linear equipment and unbalanced load, the system is prone to second harmonic generation, which seriously threatens the stability of system operation and the safety of electrical equipment. The coordination of multiple active filters has become one of the methods for controlling second harmonics in DC microgrids. However, due to the coupling interference between the filters, the filtering performance and effect are quite different. This paper establishes the Norton equivalent grid-connected model of multiple filters. Based on the relative gain matrix theory, an analysis method of the interaction mechanism of multiple filters is proposed. The matrix relationship between the change of the filter output current and the change of the harmonic source current is constructed and the influence of DC microgrids line parameters and filter control parameters on the filtering effect is analyzed. An optimization model based on the influence factors of coupling interference is established, and NSGA-II is used to optimize the configuration of electrical and control parameters. Finally, a DC microgrid model with multiple DC filters is established in PSCAD/EMTDC to verify the rationality of the parameter analysis that affects the filtering effect in the scenario of multiple harmonic sources. The results show that the interaction between filters can be effectively suppressed and the effect of multi-filter cooperative filtering can be improved by optimizing the electrical distance and the parameters of filter controllers.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132536709","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

Game optimization of Environmental Friendly New Offshore Wind Farm Power Collection System 新型环保型海上风电场集电系统的博弈优化

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633777

Ren Zixu, Song Shan, Yan Mengfei, Wu Qian, Wang Yang, Wei Shurong

引用次数: 0

Challenges in Power System Strength Assessment with Inverter-Based Resources 基于逆变器资源的电力系统强度评估的挑战

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633775

Lakna Liyanarachchi, N. Hosseinzadeh, Apel Mahmud, A. Gargoom

引用次数: 1

Design and Implementation of Digital Sampling for Stability Control Device 稳定控制装置数字采样的设计与实现

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633931

Jilin Wang, Yimin Liu, G. Xu, Yunsong Yan, Xijian Dong, Zhukun Li

{"title":"Design and Implementation of Digital Sampling for Stability Control Device","authors":"Jilin Wang, Yimin Liu, G. Xu, Yunsong Yan, Xijian Dong, Zhukun Li","doi":"10.1109/SPIES52282.2021.9633931","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633931","url":null,"abstract":"The power grid security and stability control device, as cross-bay equipment, receives and processes the sampling quantity of multiple intervals at the same time in Smart Substation. In order to solve the problem of crossinterval sampling synchronization in the “Direct Sampling” mode of stability control device, a method of combining synchronization and resampling interpolation based on local time stamp based is proposed. The sampling data based on the local time stamp which supported by system auxiliary clock, resampled synchronously and linearly interpolated at resampling interval, and analyzed the linear interpolation error. Finally, Implement the digital sampling of the stability control device based on FPGA and DSP hardware platform. In order to verify the time effectiveness and feasibility of the synchronous resampling interpolation algorithm based on local time stamp proposed in this paper from the aspects of sampling accuracy and synchronization effectiveness, an experimental system is built. The results of experiment prove that the synchronous linear resampling method based on local time stamp meets the real-time and precision requirements of the stability control device in practical engineering.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"29 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133389988","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 Greedy Layer-Wise Learning Algorithm for Open-Circuit Fault Diagnosis of Grid-Connected Inverters 并网逆变器开路故障诊断的贪婪分层学习算法

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2021-09-25 DOI: 10.1109/SPIES52282.2021.9633925

E. Bhuiyan, S. Muyeen, S. Fahim, S. Sarker, Sajal Kumar Das

引用次数: 1