2020 4th International Conference on Power and Energy Engineering (ICPEE)最新文献

Research on the Method of Using APF to Improve the Power Quality of Microgrid Based on the Control of Energy Storage 基于储能控制的有源滤波器改善微电网电能质量方法研究

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311092

L. Dexin, Wang Jiarui, Zhuang Guanqun, Cai Chaohao, Jin Longfei

引用次数: 2

Trend-guided Small Hydropower System Power Prediction Based on Extreme Learning Machine 基于极限学习机的趋势导向小水电系统功率预测

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311091

Chunjie Lian, Hua Wei, Shengchao Qin, Zongsheng Li

{"title":"Trend-guided Small Hydropower System Power Prediction Based on Extreme Learning Machine","authors":"Chunjie Lian, Hua Wei, Shengchao Qin, Zongsheng Li","doi":"10.1109/ICPEE51316.2020.9311091","DOIUrl":"https://doi.org/10.1109/ICPEE51316.2020.9311091","url":null,"abstract":"A trend-guided extreme learning machine prediction model (TG-ELM) is proposed, which enriches the physical mechanism of the input and output of the traditional extreme learning machine (ELM), and solves the problems that a large amount of raw data in the traditional hydropower prediction model depends on a single data normalization process, which causes the prediction accuracy of the entire prediction model to decrease. The model first smoothed and repaired abnormal output data of the small hydropower group, and then extracted the trend of power change from the processed power curve, and used this trend as a new feature input for the extreme learning machine model to provide a correct and unique prediction trend for the prediction of the extreme learning machine. The model is applied to the power generation forecast of small hydropower groups in Guangxi, which greatly improves the accuracy of the power generation forecast and shortens the calculation time of the forecast. Based on the historical data of the power generation of the small hydropower group in Guangxi in August 2019 for simulation analysis, the root mean square error and average absolute error of the prediction are 4.16 WM and 6.11%, respectively. Compared with prediction methods such as backpropagation neural network and support vector machine, the proposed prediction model has distinct advantages and is more suitable for industrial applications.","PeriodicalId":321188,"journal":{"name":"2020 4th International Conference on Power and Energy Engineering (ICPEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115013558","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

A Single-Ended Protection for Multi-terminal Flexible DC Distribution System 多端子柔性直流配电系统的单端保护

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311089

Chun Li, Yuyong Zhao, Fangzhou Wu, K. Jia, Cong Chen

{"title":"A Single-Ended Protection for Multi-terminal Flexible DC Distribution System","authors":"Chun Li, Yuyong Zhao, Fangzhou Wu, K. Jia, Cong Chen","doi":"10.1109/ICPEE51316.2020.9311089","DOIUrl":"https://doi.org/10.1109/ICPEE51316.2020.9311089","url":null,"abstract":"Because the power electronic components in the multi-terminal flexible DC power distribution system have poor ability to withstand fault current and different voltage levels affect each other, it is required the protection accurately remove the fault area within a few milliseconds after severe DC faults occur, so it is of great significance to study the rapid protection of multi-terminal flexible DC distribution systems. The existing protection method based on single-ended transient current measurement is greatly affected by the transition resistance, and the system branch is complicated, which makes it difficult to identify fault areas. Therefore, based on the fault characteristics of different fault locations under different voltage levels, the waveform changes characteristics of current and voltage are analyzed. Further, the law of energy conservation is used to analyze the voltage waveform variation range after the fault, and the voltage and current waveform changes are combined to form a comprehensive criterion for protection, and finally the fault area is quickly removed by the DC circuit breaker. The simulation results of PSCAD/EMTDC proves the proposed method can quickly and effectively identify the fault area.","PeriodicalId":321188,"journal":{"name":"2020 4th International Conference on Power and Energy Engineering (ICPEE)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115584435","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

Research on Man-Machine Interaction Architecture of Next Generation Dispatching System in Power Grid 下一代电网调度系统人机交互体系结构研究

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311061

Yang Zijian, Zhuang Guiying, Liu Xiaomei, Sun Peng

{"title":"Research on Man-Machine Interaction Architecture of Next Generation Dispatching System in Power Grid","authors":"Yang Zijian, Zhuang Guiying, Liu Xiaomei, Sun Peng","doi":"10.1109/ICPEE51316.2020.9311061","DOIUrl":"https://doi.org/10.1109/ICPEE51316.2020.9311061","url":null,"abstract":"In order to enhance the support capacity of integrated control of large power grid, unified consumption of clean energy and coordinated interaction of source-grid-load, the State Grid proposed the construction of next generation of grid dispatching system. The core feature of the next generation system is “physical distribution and logical unity”, and the user oriented man-machine subsystem is an important link. This paper analyzes the function and performance requirements of the next generation of human machine subsystem, and proposes a lightweight human-computer cloud terminal interaction architecture oriented to micro-service based on the idea of separating the front and rear ends of the Internet. The software architecture of the system and the hardware network architecture supporting horizontal expansion are elaborated in depth. The design architecture can effectively reduce the requirements for terminal hardware, and can adapt to the different terminals such as tablet computer and mobile phones, and can meet the requirements of the next generation system for human-computer “location independent, simultaneous display, and authority constraint”.","PeriodicalId":321188,"journal":{"name":"2020 4th International Conference on Power and Energy Engineering (ICPEE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115864546","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

Research and Implementation of Dispatcher Power Flow Based on Cloud Computing Technology 基于云计算技术的调度器潮流研究与实现

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311040

Zhongliang Lyu, Chunjie Lian, Shengchao Qin, Zongsheng Li, Hua Wei

引用次数: 0

Coordinated Frequency Control of Doubly-fed Induction Generator Based on Interconnected Grid 基于互联电网的双馈感应发电机频率协调控制

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311081

Jingbo Jiao, Yanliang Yu, Jianye Zou

引用次数: 1

Research on the Method of Microgrid Based on Controlling Hybrid Energy Storage System to Ensure Power Quality 基于控制混合储能系统的微电网电能质量保证方法研究

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311095

Wang Jiarui, L. Dexin, Z. Jiajun, Cai Chaohao, Gu Cailian, Jin Longfei

引用次数: 0

Adaptability Analysis of C-WTVC and CHTC-LT Test Cycles Based on P2 Hybrid System of Light Truck 基于P2混合动力系统的轻卡C-WTVC和CHTC-LT试验周期适应性分析

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311052

Wang Zhiguang, Zeng Zhongyuan, Gao Tieshi

引用次数: 1

An Automatic Generation Control Strategy Based on the Empirical Mode Decomposition Method 基于经验模态分解的自动生成控制策略

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311071

Deng Youxiong, Liang Bin

引用次数: 0

Medium-to-Long Term City-level Electricity Consumption Forecasting Based on Cointegration-Granger Tesing and Error Correction Model 基于协整-格兰杰检验与误差修正模型的城市中长期用电量预测

2020 4th International Conference on Power and Energy Engineering (ICPEE) Pub Date : 2020-11-19 DOI: 10.1109/ICPEE51316.2020.9311074

Di Huang, Chenyu Zhang, Qiang Li, Huachun Han, Chen Wang

引用次数: 0