2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)最新文献

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Multi-objective Dynamic Reactive Power Optimization Based on OLTC and Reactive Power Compensation 基于OLTC和无功补偿的多目标动态无功优化
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759406
Xiangyu Cai, Qingjun Huang, Xiudong Zhou, Yuan Zhu, Shiyi Sun, Junwei Zhu
{"title":"Multi-objective Dynamic Reactive Power Optimization Based on OLTC and Reactive Power Compensation","authors":"Xiangyu Cai, Qingjun Huang, Xiudong Zhou, Yuan Zhu, Shiyi Sun, Junwei Zhu","doi":"10.1109/AEEES54426.2022.9759406","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759406","url":null,"abstract":"Reactive power optimization is to minimize the active power losses of the distribution network by coordinating on-load tap-changing(OLTC) transformer and reactive power compensation(RPC) equipment, such as capacitor banks(CB) and static var compensator(SVC), etc.. Aside from power losses, minimizing voltage deviation is also an important aspect of reactive power optimization. Traditional reactive power optimization only considers the optimization effect of a single period, not the overall day's optimization. In view of this, a multi-objective dynamic reactive power optimization model is established in this paper, with the objective of minimizing the active power losses and voltage deviation, and the constraints of OLTC and RPC equipment. The second-order cone relaxation (SOCR) is used to convert the mixed integer nonlinear programming (MINLP) problem into the mixed integer second-order cone programming (MISOCP) problem, and the multi-objective variable-weight method is adapted to achieve the multi-objective dynamic reactive power optimization. Case studies are carried out on the modified IEEE 33-node system to verify the feasibility and effectiveness of the proposed method.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117154763","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
A Novel Grounding Electrode Line Protection Method Based on Harmonic Impedance 一种基于谐波阻抗的接地电极线路保护新方法
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759733
Yuelang Zhang, Xiaopeng Li, Yufei Teng, Jiping Lu, Y. Zhuang
{"title":"A Novel Grounding Electrode Line Protection Method Based on Harmonic Impedance","authors":"Yuelang Zhang, Xiaopeng Li, Yufei Teng, Jiping Lu, Y. Zhuang","doi":"10.1109/AEEES54426.2022.9759733","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759733","url":null,"abstract":"In order to deal with the problem of protection dead zone in the grounding electrode line of UHVDC transmission system, a novel method of grounding electrode line protection based on the harmonic impedance is proposed. Firstly, building a distributed parameter model of the line, the expression of harmonic measured impedance of the grounding electrode line under different fault conditions is derived, and the different characteristics of the harmonic measured impedance were analyzed by using the impedance expressions. Based on this, a fault protection criterion based on the impedance amplitude and phase deviation are constructed. The theoretical analysis and simulations results show that compared with the traditional protection scheme, the proposed protection method can protect the entire line reliably and has good tolerance to high transition resistance. Hence, the proposed method has promising prospects for engineering applications.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127452777","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
Fault Diagnostics of Oil-immersed Power Transformer via SMOTE and GWO-SVM 基于SMOTE和GWO-SVM的油浸式电力变压器故障诊断
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759595
Xinghui Li, Yuan Li, Yaoyu Xu, Rui Li, Guanjun Zhang
{"title":"Fault Diagnostics of Oil-immersed Power Transformer via SMOTE and GWO-SVM","authors":"Xinghui Li, Yuan Li, Yaoyu Xu, Rui Li, Guanjun Zhang","doi":"10.1109/AEEES54426.2022.9759595","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759595","url":null,"abstract":"Dissolved gas analysis (DGA) is an effective method for fault detection of power transformer. Transformer fault data are typically unbalanced, because the probabilities of different faults are different. This imbalance will cause a decrease in the recognition rate of minority class. In this paper, synthetic minority over-sampling technique (SMOTE) is used to balance the unbalanced fault samples set of power transformer, then Grey Wolf Optimization (GWO) is used to optimize the parameter of support vector machine (SVM). Incorporating above two procedures, the transformer fault diagnosis model is established. The case analysis shows that compared with the original model, the recognition rate of the model established is significantly improved in minority faults, and the overall recognition rate is increased by 7.5%, reaching 86.67%.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125162169","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
Decentralized P2P Energy Trading of Multiple Microgrids with Hydrogen Refueling Stations 带加氢站的多微电网分散式P2P能源交易
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759651
Li Pan, Xiao Xu, Junyong Liu, Weihao Hu
{"title":"Decentralized P2P Energy Trading of Multiple Microgrids with Hydrogen Refueling Stations","authors":"Li Pan, Xiao Xu, Junyong Liu, Weihao Hu","doi":"10.1109/AEEES54426.2022.9759651","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759651","url":null,"abstract":"As a clean energy, hydrogen is being widely investigated in microgrids. However, due to the differentiated resources of the microgrid, it is promising to coordinate the optimized operation of the microgrid to reduce operational costs. A peer-to-peer (P2P) energy trading between various microgrids with considering hydrogen refueling station (HRS) is investigated in this study. A decentralized approach based on the consensus alternating direction method of multipliers algorithm is proposed to achieve agreement on the price and quantity of trading between different microgrids. Numerical experiments validate the effectiveness of the proposed P2P energy trading scheme for two microgrids with HRS. The operational costs of two microgrids have been significantly reduced based on the proposed P2P energy trading.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"514 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116379512","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
The Research on the Construction of Confidence Interval Model for Solar, Hydropower and Load Demand 太阳能、水电和负荷需求置信区间模型的构建研究
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759567
Jiaoyiling Zhu, Weihao Hu, Xiao Xu, Shihua Luo, Haoming Liu, Chenbin Hu, Wei Zhan, Qiming Yan, Qi Huang
{"title":"The Research on the Construction of Confidence Interval Model for Solar, Hydropower and Load Demand","authors":"Jiaoyiling Zhu, Weihao Hu, Xiao Xu, Shihua Luo, Haoming Liu, Chenbin Hu, Wei Zhan, Qiming Yan, Qi Huang","doi":"10.1109/AEEES54426.2022.9759567","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759567","url":null,"abstract":"The renewable energy output and load demand are accompanied by volatility and randomness, which will affect the safe and reliable operation of the power system. Since the traditional power point prediction method cannot describe their uncertainty well, interval prediction can provide more comprehensive and valuable decision information for the operation of the power system. Based on this, a non-parametric kernel density estimation method without pre-assumption model is used to analyze the probability distribution characteristics of renewable energy output and load demand. The probability distribution curves are also fitted by this method, and then confidence intervals at different confidence levels are derived. Using the photovoltaic (PV) data as an example, the PV probability density function is calculated and the probability distribution curve is fitted to obtain the output prediction intervals at different confidence levels. The prediction interval coverage probability is used as an evaluation index of interval estimation to analyze and measure the effect of modeling estimation of renewable energy output and load demand.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"18 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114036046","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
Comprehensive Evaluation of Integrated Port Energy System under the Target of Carbon Emission Peak and Carbon Neutrality 碳排放峰值与碳中和目标下港口综合能源系统综合评价
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759583
Tianli Song, Mengyao Zhang, Su Wang, Y. Qi
{"title":"Comprehensive Evaluation of Integrated Port Energy System under the Target of Carbon Emission Peak and Carbon Neutrality","authors":"Tianli Song, Mengyao Zhang, Su Wang, Y. Qi","doi":"10.1109/AEEES54426.2022.9759583","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759583","url":null,"abstract":"Under the background of carbon emission peak and carbon neutrality, the low-carbon energy system has become an important point for a green port. Based on the integrated port energy system (IPES), this paper proposes a comprehensive evaluation system with three dimensions of energy efficiency, economy and environment(3E), and establishes a comprehensive evaluation index of an actual port energy system. Based on the analytic hierarchy process(AHP) of fuzzy evaluation, a quantitative comprehensive evaluation is carried out for IPES by combining the two-layer decision index and expert scoring. According to the scoring results, the sustainable development of the IPES is determined, which provides a basis for IPES planning in the future.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114036761","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
A Systematic Approach for Rapid Battery State of Charge Measurement and Estimation 一种系统的电池电量状态快速测量与估计方法
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759569
Chuan Jiang, Hao Zhou
{"title":"A Systematic Approach for Rapid Battery State of Charge Measurement and Estimation","authors":"Chuan Jiang, Hao Zhou","doi":"10.1109/AEEES54426.2022.9759569","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759569","url":null,"abstract":"The rapid development of a wide variety of energy storage devices has given prominence to the importance of battery State of Charge (SOC) measurement techniques. To eliminate power shortage concerns and improve energy efficiency, users cannot know the real-time battery power usage without measuring the remaining battery SOC timely and accurately. This paper proposes a systematic approach on rapid battery SOC measurement and estimation, which includes a reconfigurable control and measurement platform as well as a data-driven model to deal with rapid battery SOC estimation. The data-driven model consists of several intelligent algorithms that can estimate battery SOC using data acquired from pre-defined quick tests. It is demonstrated that the estimation error of this approach is within 3%. More importantly, the SOC estimation results can be obtained in less than one minute.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129439071","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 Joint Operation of Wind and Solar Storage System Based on Genetic Algorithm 基于遗传算法的风能和太阳能储能系统联合运行研究
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759414
Yanfei Zhang, Lei Zhang, Hui Wang, R. Qin
{"title":"Research on Joint Operation of Wind and Solar Storage System Based on Genetic Algorithm","authors":"Yanfei Zhang, Lei Zhang, Hui Wang, R. Qin","doi":"10.1109/AEEES54426.2022.9759414","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759414","url":null,"abstract":"With the large-scale integration of renewable energy sources such as wind power and photovoltaics, how to use energy storage systems to coordinate and control them has become an indispensable research content. After in-depth research on the output characteristics of wind power and photovoltaic power in a certain area of Ulanqab City, a strategy that can smooth the fluctuation of new energy output and configure energy storage, which the active power output fluctuates as little as possible and meets the national new energy grid-connected fluctuation index. The required parameters are obtained by solving the simulation through the measured data and genetic algorithm in the region, thus proving the effectiveness of the proposed strategy.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128030223","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 Novel Large-Scale Electric Vehicle Charging Load Forecasting Method and Its Application on Regional Power Distribution Networks 一种新型的大型电动汽车充电负荷预测方法及其在区域配电网中的应用
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759667
Manjia Liu, Zilong Zhao, Muchao Xiang, Jinrui Tang, Chen Jin
{"title":"A Novel Large-Scale Electric Vehicle Charging Load Forecasting Method and Its Application on Regional Power Distribution Networks","authors":"Manjia Liu, Zilong Zhao, Muchao Xiang, Jinrui Tang, Chen Jin","doi":"10.1109/AEEES54426.2022.9759667","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759667","url":null,"abstract":"The growing number of electric vehicles (EVs) will pose a potential threat to the existing residential microgrids and power distribution networks (PDNs). The larg-scale EV charging load will affect the operation of PDNs. In this paper, a daily load curve forecasting method for large-scale EV charging load is proposed by using K-means and long short-term memory neural network (LSTM) algorithms. To highlight the uncertainty of the future amount of EVs, we predict the quantity of EVs based on diverse EVs growth models. Taking into account the large-scale EV charging loads, a systematic methodology includes EV charging profiles and the future EV ownership can estimate the EV charging load. This method is verified by the empirical analyses in Hubei province in China. The simulation results indicate that the maximum value of the predicted EV charging load in 2025 would occur at 18:00 and equal 938.66 MW, which could elevate the existing load peak by 2.01% in 2025.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"436 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131955024","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
Design and Simulation of Permanent Magnet Brushless DC Motor for Small-sized load UAV 小型负载无人机用永磁无刷直流电动机设计与仿真
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES) Pub Date : 2022-03-25 DOI: 10.1109/AEEES54426.2022.9759818
Chuanhui Zhu, Congli Mei, Guoqin Zhang, Tao Peng, Wei Yao, Antai Han
{"title":"Design and Simulation of Permanent Magnet Brushless DC Motor for Small-sized load UAV","authors":"Chuanhui Zhu, Congli Mei, Guoqin Zhang, Tao Peng, Wei Yao, Antai Han","doi":"10.1109/AEEES54426.2022.9759818","DOIUrl":"https://doi.org/10.1109/AEEES54426.2022.9759818","url":null,"abstract":"With the development of the economy, the cost of UAV R&D and production was reduced, and it was widely used in video aerial photography, agriculture and forestry, industry, rescue, and public safety. UAV s have become one of the popular high-tech industries. Aiming at the characteristics of the use of Small-sized load UAV, a permanent magnet brushless DC motor was designed, and simulation processing was performed to analyze the performance of the motor. The motor was adopted a 24-slot 10-pole structure, an inner rotor form, a rated output power of 120 W, a rated voltage of 113V, the permanent magnet material is rubidium iron boron NdFe35, the rotor outer diameter is 25 mm, and the rotor inner diameter is 10 mm. The results show that the flux density and flux linkage distribution of the motor were concentrated in the stator slots during transient, and the magnetic lines of force were evenly distributed inside the motor. The time for the cogging torque to form a cycle is 16.3 ms, and the peak value at 8 ms is 4.2 N.m.","PeriodicalId":252797,"journal":{"name":"2022 4th Asia Energy and Electrical Engineering Symposium (AEEES)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132000170","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
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