{"title":"An Online-Learning Sequence Prediction Model for Grid Alarms","authors":"Zhenyuan Zhang, Jian Li, Jian-hua Zhou, Peng Wang, Qi Huang","doi":"10.1109/AEEES48850.2020.9121382","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121382","url":null,"abstract":"Smart grid devices emit quantities of alarm signals all the time. These alarms are related because of the physical relations of these devices. These relations make the sequences of grid alarms predictable. A sequence prediction model based on Markov property is proposed to predict grid alarm sequences. And the online learning strategy of this model is proposed to implement the real-time training and prediction on runtime. A set of grid alarm sequences is used to verify the effectiveness of the model. The result of this prediction model can assist the operation of smart grids.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114998163","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}
Zhi Cai, Hui Cui, Bin Han, Guofang Zhang, Yi Lu, Yuhan Dai
{"title":"Analysis and Outlook of Future Chinese Electricity Spot Market Model","authors":"Zhi Cai, Hui Cui, Bin Han, Guofang Zhang, Yi Lu, Yuhan Dai","doi":"10.1109/AEEES48850.2020.9121572","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121572","url":null,"abstract":"ZF [2015] No. 9 document issued by Chinese government indicates that the target market model in China in a new round of reform of the power system include centralized and decentralized market models. How to achieve the target model in a top-level design is an important issue in the construction of electricity market in China. Firstly, the differences and the similarities of these two models are analyzed based on foreign mainstream market models from four aspects: market decision making methods, market pricing methods, unit portfolios and auxiliary service transactions. Secondly, current situation of reform of electricity market in China is introduced. Based on grid structure and power supply structure in China, benefits of centralized market model in safe operation of grid, optimal allocation of resources and connection with existing dispatching system are analyzed; it is indicated that the proper Chinese electricity market model in the future is \"centralized spot market + medium-term and long-term difference contract\" model. The development of Chinese electricity spot market is forecast in three stages. Finally, the key technology demands in the construction of Chinese electricity market in the future are abstracted.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121831602","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}
Wei Deng, W. Pei, Xisheng Tang, Qi Wu, Z. Qi, L. Kong
{"title":"Research on Operation Control Technology of Microgrid Based on Wind Power Generation","authors":"Wei Deng, W. Pei, Xisheng Tang, Qi Wu, Z. Qi, L. Kong","doi":"10.1109/AEEES48850.2020.9121423","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121423","url":null,"abstract":"Wind power generation is one of the important types of distributed generation in microgrid. The random variation of wind speed will affect the stable operation of microgrid. In this paper, the mathematical model of the asynchronous wind turbine is established, and the power characteristics of the wind turbine are analyzed. On this basis, the effect of asynchronous wind turbine on the operation control of microgrid during the wind speed disturbance is analyzed. Furthermore, the microgrid operation control technology based on energy storage system is proposed, including the power circuit and its control strategies. Then a simulation model of microgrid including wind power generation is built by Matlab/Simulink, and the simulation verification under typical operating scenarios such as gust disturbance is carried out. The results show that the energy storage system can effectively buffer the power fluctuation of the asynchronous wind turbine, restrain system voltage change, and improve the stability of microgrid.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121023116","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}
Yulei Jiang, Yi-min Ni, Anlong Su, Shengyang Lu, Wuyang Zhang, Hai Yu
{"title":"New Information Interface Scheme for Substation Monitoring Information Based on E Language and IEC104 Protocol","authors":"Yulei Jiang, Yi-min Ni, Anlong Su, Shengyang Lu, Wuyang Zhang, Hai Yu","doi":"10.1109/AEEES48850.2020.9121534","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121534","url":null,"abstract":"In view of the lack of unified standards for substation monitoring information point table, and the absence of output interface of monitoring data in the substation monitoring system, the requirements of automatic verifying cannot be meet. Based on the E language standard, the monitoring information point table format on the basis of the remote configuration description of the data communication gateway is defined and a protocol for the monitoring information exchanging is extended to form based on the 104 protocol and substituted service of IEC61850, so as to realize the release of monitoring data and the access of simulated signal activation. The practical application shows that the method can realize the standardized export of monitoring information point table and the monitoring information interaction between monitoring system and external testing system.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126044238","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}
Rong Hu, Weihua Deng, Liang-Bing Zhao, Hong Ou, Chuang Bi
{"title":"Analytical Modeling of IGBT during Switching Transient for High Voltage Direct Current Converter Valve Group","authors":"Rong Hu, Weihua Deng, Liang-Bing Zhao, Hong Ou, Chuang Bi","doi":"10.1109/AEEES48850.2020.9121533","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121533","url":null,"abstract":"With the growing demand for renewable energy, the high voltage direct current (HVDC) technology with wide range of power transmission, small loss and strong control capabilities is receiving more and more attention. The high-power switching device such as IGBT used in the converter generates high slew rate current and voltage during the switching processes, and then the electromagnetic interference noise is propagated through the parasitic inductances and parasitic capacitances in the circuit. Therefore, the analytical model of high-power IGBTs is proposed in this paper to describe the switching transient characteristics, with the full consideration of parasitic inductances and parasitic capacitances of IGBTs. Then, the analytical model is verified by comparison between model-calculated and experimental results, based on a double-pulse test platform with an applied voltage of 3000 V and current of 600 A.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126759315","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}
{"title":"Improved Particle Swarm Optimization (PSO)-based MPPT Method for PV String under Partially Shading and Uniform Irradiance Condition","authors":"Libin Xu, Ruofa Cheng, Zhen-Yu Xia, Ziliang Shen","doi":"10.1109/AEEES48850.2020.9121377","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121377","url":null,"abstract":"This paper introduces an improved particle swarm optimization (PSO) method to track the global peak (GP) under partially shading condition (PSC) and uniform irradiance condition (UIC). In this method, the initial position of particles (i.e. the converter duty cycle in this paper) can be determined by a strategy, not random. When the photovoltaic (PV) string operates under PSC, the initial particles can ensure that the corresponding operating points work in the vicinity of the peaks. And under UIC, the initial position is close to the GP duty cycle by using the characteristic of DC-DC converter. Thus, the improved PSO maximum power point tracking (MPPT) method can reach the GP fast. In Matlab/Simulink, the comparisons between the proposed method and other methods, including conventional incremental conductance (INC) and PSO method, are made under various schemes.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126851063","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}
{"title":"Understanding and Impact Analysis of Urban Energy Internet","authors":"Juhua Hong, Xiao Yu, Yu Shen, Jiayuan Zhu, Xianan Huang, Jinbo Zhang","doi":"10.1109/AEEES48850.2020.9121379","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121379","url":null,"abstract":"Urban energy internet can achieve effective conversions among multiple energies in different formats and deeply integrate several networks, including power, natural gas, transportation networks, etc. Integrated with multiple viewpoints, its concept is proposed while its impacts on urban power systems are also analyzed from the aspects of planning, operation and market mechanism. Besides, related studies are summarized as well. Moreover, the key techniques of urban energy internet are proposed including components models, comprehensive planning, coordinated control and operation.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114912118","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}
{"title":"Research on Output Power of Radio-voltaic Nuclear Battery","authors":"Tongxin Jiang, Zhiheng Xu, Hongyu Wang, Zicheng Yuan, Kai Liu, Xiaobin Tang","doi":"10.1109/AEEES48850.2020.9121369","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121369","url":null,"abstract":"Radio-voltaic (RV) nuclear battery is a device that converts the decay particles from radioisotope sources into electricity, which has inherent advantages of small size, light weight, and long service life. However, its application range is narrow currently, which is mainly limited by its low output power. The significance of this research is to explore the high output property of RV nuclear battery with high intensity energy sources. The material of energy conversion semiconductor unit is AlGaInP which conversion efficiency under 63Ni radioisotope sources are about 2%. The innovation is the using of average energy equivalent method, which equivalent radioisotope sources by adjusting the energy (50 keV, 62 keV, 66 keV, 80 keV, 100 keV, 150 keV) and the beam intensity (5×108, 1.5×109, 1×1010, 1×1011, and 1×1012 e/cm2•s) of the electron accelerator. Analyzing the output electrical property of series-parallel forms. With the increase of beam energy and intensity, the maximum output power shows a linear increase. The conversion efficiency of the RV nuclear battery is about 4%. Meanwhile, if the beam intensity is high, the surface of conversion units will have surface charge and discharge effect, and radiation damage effect leading to a reduction in conversion efficiency. The results prove that with the optimization of preparation process and the activity enhancement of radioisotope sources in the future, it can play main roles in more fields.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122291034","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}
{"title":"Synchronous Reference Frame Paralleled MAF/DSC-Based PLL","authors":"Xiaoyang He, Miao Liu, Yunlu Li, Feng Hong, Junyou Yang, Feng Jiang","doi":"10.1109/AEEES48850.2020.9121525","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121525","url":null,"abstract":"To design an effective PLL with fast transient response and good filtering capability for adverse voltage conditions is the object of this paper. The cascaded filters used in many existed MAF-based PLLs cause a considerable phase delay. In this paper, paralleled filter units, which consists of moving average filter (MAF) and modified delayed signal cancellation (DSC) operator, is employed in QT1-PLL structure to reject the voltage disturbance in synchronous reference frame. The paralleled filtering structure can offer a satisfactory dynamic performance. The effectiveness of the proposed PLL is confirmed through numerical results.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128363904","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}
{"title":"A Fuzzy Random Scheduling Model of Islanded Microgrid Considering Dual Uncertainty of EV","authors":"Yiwei Ma, Fuchun Deng, Xiantong Song, Changhao Piao","doi":"10.1109/AEEES48850.2020.9121528","DOIUrl":"https://doi.org/10.1109/AEEES48850.2020.9121528","url":null,"abstract":"Response uncertainty and power uncertainty of electric vehicle (EV) charging/discharging will lead to a new type of high complexity and strong uncertainty in the economic dispatch of EV microgrid. Thus, a fuzzy random economic scheduling model considering dual uncertainty of EV is proposed for islanded EV-source-storage-load microgrid. The uncertainty of EV discharge response is characterized by fuzzy membership function, and the parting model of SOC initial value is established by probability theory, thus a hybrid opportunity-constrained programming model with both fuzzy and random parameters is constructed based on credibility measure. The genetic algorithm combined with fuzzy random simulation technology is given to calculate the operation cost of EV microgrid under different operation conditions. The simulation results verify the feasibility of the proposed method, in which the operation cost is reduced clearly than other several scenarios.","PeriodicalId":101544,"journal":{"name":"2020 Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126984075","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}