Jinxing Xiao, Bingyan Xu, Ying Ye, Heli Chen, Zhenkun Li
{"title":"Research on Self-healing Restoration Power Supply Strategy of Active Distribution Network Based on Energy Storage","authors":"Jinxing Xiao, Bingyan Xu, Ying Ye, Heli Chen, Zhenkun Li","doi":"10.1109/SPIES52282.2021.9633774","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633774","url":null,"abstract":"With the rapid decline of energy storage cost, the application of centralized and distributed energy storage in power grid has attracted extensive attention from researchers at home and abroad in recent years. This paper puts forward a kind of improving power supply reliability distribution network storage location constant volume bi-level optimization model. First, this paper puts forward the islands of the probability of energy storage for power supply based on the strategy, on the basis of this puts forward distribution network fault impact block, and established a distribution network loss; Secondly, using bi-level optimization algorithm to optimize a storage location and capacity allocation. The Outer load loss risk is adopted to define the position of the storage location, the inner layer using particle swarm optimization (PSO) algorithm to get the optimal capacity configuration and energy storage charge and discharge operation strategy; Finally, to the node test system as an example of the proposed method, the simulation results verify the accuracy of the method.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"13 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":"127426571","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}
Rui Li, Qing Xiong, Chen Zhang, Zhenguo Di, Ting Li, S. Ji, Jisheng Li
{"title":"Arc Fault Detection in Photovoltaic Systems Based on Pseudo Wigner-Ville Distributed Algorithm","authors":"Rui Li, Qing Xiong, Chen Zhang, Zhenguo Di, Ting Li, S. Ji, Jisheng Li","doi":"10.1109/SPIES52282.2021.9633955","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633955","url":null,"abstract":"DC arc fault occurring in a photovoltaic (PV) system may cause fire accidents, which should be detected and isolated timely. A novel DC arc fault detection method using Pseudo Wigner-Ville distributed (PWVD) algorithm is proposed. Arc fault experiment platform in a 5 kW grid connected PV system is built, and the circuit current of the PV strings under different test conditions are measured. The PWVD algorithm is used to analyze the currents. The time frequency graph of the current can be obtained, and the characteristic parameters for arc fault detection are extracted. The PWVD results can intuitively reflect the time, frequency and amplitude information of the current. The proposed method can detect DC arc fault in PV system accurately.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"148 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":"123418527","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":"SPIES 2021 Cover Page","authors":"","doi":"10.1109/spies52282.2021.9633957","DOIUrl":"https://doi.org/10.1109/spies52282.2021.9633957","url":null,"abstract":"","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":" 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":"120828289","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 Numerical Calculation of Short-circuit Impedance and Current Distribution of Amorphous Phase-shifting Transformer","authors":"Geng-shan Li, Chi Zhang, J. Lv, Yan Li","doi":"10.1109/SPIES52282.2021.9633845","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633845","url":null,"abstract":"Use magnet software to calculate the leakage magnetic field of an amorphous phase-shifting rectifier transformer with three-dimensional finite element, and compare with the test value to verify its simulation accuracy. The results of the two-dimensional and three-dimensional simulation short-circuit impedance calculations are compared and analyzed, and the short-circuit impedance, leakage magnetic field distribution, and current distribution of the transformer under different working conditions are calculated and analyzed.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"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":"129758713","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":"Penetration of Hybrid Energy Systems in Power Grid with State-of-the-Art Control","authors":"R. H. Shakil, Zhou Lidan, Gang Yao","doi":"10.1109/SPIES52282.2021.9633885","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633885","url":null,"abstract":"The Grid-Connected Hybrid System has more sophisticated and state-of-the-art control than stand-alone systems and show minimum fluctuation as compared to subsystem connected individually. This paper mainly emphasizes detailed simulation based on hybrid system PV-BESS-WECS by solving bottleneck problems such as power quality concern for the higher power system and control challenges associated with it. The control strategies and coordination schemes used for dc-dc boost converter rely on a local controller such as incremental conductance algorithm with maximum power point tracker, battery storage system with bidirectional converter control, and wind turbine based upon Type-III wind generator was implemented to meet the load demand while keeping into consideration stringent grid-code requirements. Moreover, static synchronous compensator was interconnected during normal grid operation at point of common coupling to reduce voltage flicker and harmonic currents. A hybrid energy system has been performed in the MATLAB/Simulink framework which verifies the performance and feasibility of the proposed scheme.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"60 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":"129944098","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}
Ronghui Liu, Lekai Wang, Junda Zhang, Shunfu Lin, S. Muyeen, Teng Chen
{"title":"Exact Analytical Magnetic Field Analysis and Optimization Design of an Eccentric Magnetic Harmonic Gear","authors":"Ronghui Liu, Lekai Wang, Junda Zhang, Shunfu Lin, S. Muyeen, Teng Chen","doi":"10.1109/SPIES52282.2021.9633926","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633926","url":null,"abstract":"The eccentric magnetic harmonic gear (EMHG) can achieve large torque transmission, high efficiency with high gear ratios. Exact analytical model is proposed to calculate the air gap magnetic field. The analytical method is based on the hyperbolic cotangent transformation method, which is accurate in theory. The eccentric air gap magnetic field solutions can be obtained by the relative permeance function derived from the effect of rotor eccentricity. The genetic algorithm based on the proposed analytical method is used to optimize and design the EMHG. The analytical results are in good agreement with Ansoft finite element (FE) method results, which verifies the correctness and validity of the proposed analytical model.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"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":"128974000","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}
Hang Liu, Chunyang Liu, Lijun Tian, Haoran Zhao, Junwei Liu
{"title":"Non-intrusive Load Disaggregation Based on Deep Learning and Multi-feature Fusion","authors":"Hang Liu, Chunyang Liu, Lijun Tian, Haoran Zhao, Junwei Liu","doi":"10.1109/SPIES52282.2021.9633819","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633819","url":null,"abstract":"Non-intrusive load monitoring (NILM) is an important part of smart grid. In recent years, the deep learning method has been widely used in non-intrusive load dis-aggregation, but most of the current research only use low frequency active power signal for power disaggregation and does not consider the correlation of load power consumption patterns, which leads to load dis-aggregation can not achieve the desired effect. This paper presents a non-intrusive load disaggregation method based on deep learning and multi-feature fusion. In addition to the electric information of the load, the water and gas information of the load are also considered, and the correlation between the appliances power consumption patterns is studied. Finally, the performance of the proposed method is evaluated on the AMPds2 dataset. The results show that the proposed method can improve the load disaggregation effect.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"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":"130461617","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 Balanced Design Concept of Anti-explosion and Design Scheme of Pressure Relief Device of UHV Transformer","authors":"Suwen Chen, Zechen Guo, Gan Du, Q. Xie","doi":"10.1109/SPIES52282.2021.9633954","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633954","url":null,"abstract":"UHV transformer is an important device in power system. Transformer explosions happen frequently, and most of them will cause fire, which will cause serious economic loss and casualty risk. There is no relative authoritative engineering solution to transformer explosion accident. Aiming at this problem, this paper puts forward the idea of anti-explosion and pressure relief balanced design of UHV transformer, and gives the design scheme of pressure relief device which supports the balanced design. In the numerical simulation, the common explosion condition is considered and the structural responses of transformer box is obtained. According to the responses, the layout suggestion of the pressure relief device is given, and the design scheme of the device is improved.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"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":"125403039","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":"Introducing VSC’s Flexibility to Virtual Synchronous Generators by Difference Equations and Lyapunov’s Second Method","authors":"Yiran Jing, Guozheng Wang, Haotian Xu, Tiezhu Wang, Weilin Hou, Shicong Ma","doi":"10.1109/SPIES52282.2021.9633935","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633935","url":null,"abstract":"Despite the advantage in frequency support, many virtual synchronous generators (VSGs) inherit drawbacks of real synchronous generators (SGs), e.g. problem of transient stability. This paper points out that it is not necessary for a voltage source converter (VSC) to operate exactly as an SG. Instead, the merits of VSCs should be better utilized to solve SGs’ drawbacks. Considering VSCs’ flexibility in active power control, this paper utilizes the energy function approach of Lyapunov’s second method in VSG design. In addition to the basic differential and algebraic equations of conventional VSGs, this paper introduces a difference equation to modify the virtual frequency of VSGs. The modified VSG successfully mitigates power angle oscillation and improves transient stability in a way that SGs and conventional VSGs can hardly do. Related RTDS simulations are also demonstrated in the paper.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"15 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":"126434570","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-Meng Shen, Shuming Yao, Boyang Sun, Xiang Xu, Gang Liu
{"title":"Jumper Behavior Detection System for Threading Construction Based on Improved RCF Algorithm","authors":"Zhi-Meng Shen, Shuming Yao, Boyang Sun, Xiang Xu, Gang Liu","doi":"10.1109/SPIES52282.2021.9633917","DOIUrl":"https://doi.org/10.1109/SPIES52282.2021.9633917","url":null,"abstract":"Overhead lines are an important task of power engineering construction, and they often face the problems of platform tilt and power lines passing through pulley grooves. We have proposed a set of intelligent power line monitoring system, which is mainly used for the detection of the trolley threading and the balance state of the board during the high-voltage line. We propose to use an improved RCF (Richer Convolutional Features for Edge Detection) algorithm to identify the wire on the pulley groove and determine whether it has an out-of-bounds fault. Our algorithm is practical for threading engineering. The wire image can be processed only by using a portable computer. The processing time of each frame is less than 200ms, and the recognition accuracy has reached the level of state-of-the-art. Practice has proved that the system has the advantages of high real-time performance, high image definition, long transmission distance, and convenient installation and disassembly.","PeriodicalId":411512,"journal":{"name":"2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"284 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":"122538514","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}