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2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)最新文献

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Permanent Magnet Synchronous Motor Steering Control for Omnidirectional Autonomous Vehicle 全向自动驾驶汽车的永磁同步电机转向控制
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9242943
Cao Shuyu, T. Tak, Wei Feng, Choo Jian Huei, Kenneth Sng Eng Kian, Luh Yip-Ping
{"title":"Permanent Magnet Synchronous Motor Steering Control for Omnidirectional Autonomous Vehicle","authors":"Cao Shuyu, T. Tak, Wei Feng, Choo Jian Huei, Kenneth Sng Eng Kian, Luh Yip-Ping","doi":"10.1109/SPIES48661.2020.9242943","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9242943","url":null,"abstract":"This paper presents a position trajectory control and velocity trajectory feedforward control scheme implemented in the permanent magnet synchronous motor (PMAC) steering servo control for omnidirectional autonomous intelligent vehicles. With this proposed control scheme, smooth and accurate steering motion can be achieved with minimized dynamic acceleration and deceleration current. Depending on the application requirements, the end-users of autonomous vehicles will have the freedom to configure the dynamic performance of the steering servo motion with proper settings of the maximum steering speed and the maximum steering motion acceleration rate.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132299764","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
Machine Learning Algorithms Against Hacking Attack and Detection Success Comparison 机器学习算法抗黑客攻击与检测成功比较
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243033
Levent Yavuz, Ahmet Soran, A. Önen, S. Muyeen
{"title":"Machine Learning Algorithms Against Hacking Attack and Detection Success Comparison","authors":"Levent Yavuz, Ahmet Soran, A. Önen, S. Muyeen","doi":"10.1109/SPIES48661.2020.9243033","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243033","url":null,"abstract":"Power system protection units has got enormous importance with the growing risk of cyber-attacks. To create sustainable and well protected system, power system data must be healthy. For that purpose, many machine learning applications have been developed and used for bad data detection. However, each method has got different detection and application process. Methods has superiority over other methods. Although, an algorithm can detect some injections easily, same algorithm can be fail when injection type changed. So methods have got different success results when the injection types changed. For that reason, different injection types are applied on power system IEEE 14 bus system via created special hacking algorithm. PSCAD and python linkage has been used for simulation and detection parts. 3 different injection types created and applied on the system and five different most popular algorithms (SVM, k- NN, LDA, NB, LR) tested. Each algorithm’s performances are compared and evaluated.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130230277","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
3D Stator Bar Modelling with Investigation on the Effect of Shapes and Sizes of Cavities and Distribution of Electric Field 基于空腔形状、尺寸和电场分布影响的定子棒三维建模
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243064
Daphne Tay Ye Chee, H. Nabipour-Afrouzi, C. Wooi, K. Mehranzamir, J. Ahmed, Mohammad Ali Bagherian
{"title":"3D Stator Bar Modelling with Investigation on the Effect of Shapes and Sizes of Cavities and Distribution of Electric Field","authors":"Daphne Tay Ye Chee, H. Nabipour-Afrouzi, C. Wooi, K. Mehranzamir, J. Ahmed, Mohammad Ali Bagherian","doi":"10.1109/SPIES48661.2020.9243064","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243064","url":null,"abstract":"Insulation system is one of the most vital elements in high voltage equipment and hence, investigation on the condition and mechanism of failure of high voltage insulations is essential. This paper presents the study on the effect on the cavity’s position and sizes and the corresponding electric field and potential distribution in the 3-Dimensional stator bar insulation. The 3D stator bar modelling is implemented using COMSOL software and simulated using Finite Element method (FEM). The outcome of the simulation work shows the uniformity and strength of electric field in the stator bar insulation is affected by the sizes and shapes of the cavity. In terms of the shapes, the ellipsoidal cavity sustains the greatest electrical stress of magnitude of 5.34kV/mm as compared to the spherical cavity which withstands only 4.05kV/mm when the cavities size is 0.22mm. Apart from that, the electric field intensity of ellipsoidal cavities is discovered to endure a drop of around 13-14%, while a drop of 22-23% for spherical cavities when the cavity sizes increased from 0.22mm to 1.10mm. The results from this modelling work aid in improving the understanding over the electrical breakdown in stator bar insulation system.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116350707","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
Integral Backstepping Control for Water Pumping System FED by MPPT Fuzzy-Logic PV Source 基于MPPT模糊逻辑PV源的水泵系统积分反演控制
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243002
F. Mehazzem, A. Reama
{"title":"Integral Backstepping Control for Water Pumping System FED by MPPT Fuzzy-Logic PV Source","authors":"F. Mehazzem, A. Reama","doi":"10.1109/SPIES48661.2020.9243002","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243002","url":null,"abstract":"The work presented in this paper concerns modeling, and simulation of a controlled solar pumping system, composed of: photovoltaic panels, power converters, induction motor and the water pump. MPPT FUZZY-LOGIC approach gives better performance optimization of photovoltaic production system according to the sunshine in order to work permanently at the optimum operating point. The pump system is driven by an induction motor. For that, integral backstepping control structure is proposed. It gives interesting features in terms of stability using recursive Lyapunov design, increases robustness despite parameters variation, and provides a good tracking performance. Simulation of the proposed solution is validated under Matlab/Simulink. Results demonstrate clearly that the proposed control structure provides fast dynamic response and stable static power output, even when weather conditions (irradiation) are rapidly changing.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116707436","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
Protection Coordination with High Penetration of Solar Power to Distribution Networks 太阳能高渗透配电网的保护协调
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243146
M. Alam, S. Chakrabarti, Vinay Kumar Tiwari
{"title":"Protection Coordination with High Penetration of Solar Power to Distribution Networks","authors":"M. Alam, S. Chakrabarti, Vinay Kumar Tiwari","doi":"10.1109/SPIES48661.2020.9243146","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243146","url":null,"abstract":"High penetration of renewable power generation to radial distribution networks (RDNs) is a threat to proper protection coordination of overcurrent protection scheme. Bidirectional power flow and rise in short-circuit currents are the two major factors affecting the existing protection schemes. Additionally, the reconfigurable ability of modern RDNs further complicates protection coordination. In this paper, the impact on protection coordination of directional overcurrent relays (DOCRs) because of the high penetration of solar photovoltaic (PV) power to RDNs has been analyzed, and suitable protection settings have been proposed. Also, feeder reconfiguration has been considered in the presented settings of DOCRs. This protection scheme has been validated on a real existing reconfigurable RDN on the campus of the Indian Institute of Technology Kanpur. Also, recommendations have been presented for proper protection coordination in the presence of high penetration of PV system and feeder reconfiguration.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114467530","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
Deep Learning-based Intrusion Detection System for Electric Vehicle Charging Station 基于深度学习的电动汽车充电站入侵检测系统
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243152
M. Basnet, M. Hasan Ali
{"title":"Deep Learning-based Intrusion Detection System for Electric Vehicle Charging Station","authors":"M. Basnet, M. Hasan Ali","doi":"10.1109/SPIES48661.2020.9243152","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243152","url":null,"abstract":"The integration of the open communication layer to the physical layer of the power grids facilitates bidirectional communication, automation, remote control, distributed, and embedded intelligence, and smart resource management, in the grids. However, cybersecurity threats are inherent with the open communication layer, which can violate the confidentiality, integrity, and availability (CIA) of the grid resources. The soaring usage and popularity of electric vehicles (EVs) demand the robust deployment of trustworthy electric vehicle charging station (EVCS). We propose the novel deep learning-based intrusion detection systems (IDS) to detect the denial of service (DoS) attacks in the EVCS. The deep neural network (DNN) and long-short term memory (LSTM) algorithms are implemented (in python 3.7.8) to detect and classify DoS attacks in the EVCS. Results show that both the DNN and LSTM based IDS achieved more than 99% detection accuracy. On top, the LSTM method is superior to the DNN method in terms of accuracy, precision, recall, and measure.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128391139","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: 25
Motivational Game-Theory P2P Energy Trading: A Case Study in Malaysia 动机博弈论P2P能源交易:以马来西亚为例
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243056
Y. Yap, Jinnie, W. Tan, N. A. Ahmad, C. Wooi, Yuan-Kang Wu
{"title":"Motivational Game-Theory P2P Energy Trading: A Case Study in Malaysia","authors":"Y. Yap, Jinnie, W. Tan, N. A. Ahmad, C. Wooi, Yuan-Kang Wu","doi":"10.1109/SPIES48661.2020.9243056","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243056","url":null,"abstract":"Peer-to-peer (P2P) energy trading allows surplus energy to be traded between distributed energy resources (DER) and prosumers in the community microgrid. In Malaysia, P2P energy trading is still under development, where it is expected to be exclusively participated by commercial and industrial prosumers. This paper proposes how a motivational psychology framework can be used effectively to design P2P energy trading to increase user participation for residential prosumer. All the data such as power consumption and solar energy value are adjusted and modelled in such a way to facilitate the calculation of P2P energy trading in Malaysia. An auction-based P2P market clearing model is then proposed and solved by using the Linear Programming optimization approach. The numerical results show the sustainability and the potential of the proposed P2P energy trading model to attract residential customers to participate in energy trading.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"416 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133303836","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: 4
Influence of Induction Motor in Stability of Power System with High Penetration of Large-Scale PV 感应电机对大型光伏高渗透电力系统稳定性的影响
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9242952
Abdulrhman Alshareef, Mithulananthan Nadarajah, R. Shah
{"title":"Influence of Induction Motor in Stability of Power System with High Penetration of Large-Scale PV","authors":"Abdulrhman Alshareef, Mithulananthan Nadarajah, R. Shah","doi":"10.1109/SPIES48661.2020.9242952","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9242952","url":null,"abstract":"Inverter-Based Energy Resources (IBERs) have become an ordinary portion of the generation mix in power systems. Furthermore, converter-based technology has come to dominate modern motor loads on the consumption side. This transition in components towards accommodating power electronic devices alters the dynamic response of the power system. This paper investigates the impact of these elements on the dynamic stability of the power system. Firstly, this study successes to optimize a suitable model for converter-based motor loads. Secondly, indices of transient and voltage stabilities are used to quantify the strength of the power system at different circumstances incorporating the induction motor loads. Finally, this analysis provides an insight into the mutual interactions between transient and voltage stabilities. It is concluded that converter-based motor loads improve the voltage recovery when compared with direct-connected induction motors. However, the system is vulnerable to transient stability with the proliferation of inverter-based motor loads when IBERs dominant in the generation mix.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134159169","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
Cooperative Virtual Inertia Control of PMSG based Wind Generator and Battery for Power System Stability Enhancement 基于PMSG的风力发电机与蓄电池协同虚拟惯性控制增强电力系统稳定性
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9243054
Takamasa Sato, A. Umemura, R. Takahashi, J. Tamura
{"title":"Cooperative Virtual Inertia Control of PMSG based Wind Generator and Battery for Power System Stability Enhancement","authors":"Takamasa Sato, A. Umemura, R. Takahashi, J. Tamura","doi":"10.1109/SPIES48661.2020.9243054","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9243054","url":null,"abstract":"Recently, renewable energies are attracting attention because of no CO2 emission and no dissipations of fossil fuel. Renewable energy generation systems are promising energy sources, but there is a problem that they do not have, in general, inertia and synchronizing power. If the system inertia and the synchronizing power of the system decrease, the stability of the system will decrease. Therefore, various researches have been conducted to add virtual inertia effect to asynchronous dispersed power sources. In this paper, cooperative virtual inertia control of variable-speed wind power generator using a permanent magnet synchronous generator (PMSG) and large storage battery is proposed, in which Fuzzy Logic is adopted to design the cooperative virtual inertia control system.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122345999","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
Improved Voltage Oscillation Damping and Tracking of Subgrid of a Hybrid AC/DC Microgrid using Robust Integral Linear Quadratic Gaussian Control 基于鲁棒积分线性二次高斯控制改进交直流混合微电网电压振荡阻尼与子网跟踪
2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES) Pub Date : 2020-09-15 DOI: 10.1109/SPIES48661.2020.9242969
S. Das, D. Datta, S. Sarker, S. Fahim, Md. Rafiqul Islam Sheikh, F. Badal
{"title":"Improved Voltage Oscillation Damping and Tracking of Subgrid of a Hybrid AC/DC Microgrid using Robust Integral Linear Quadratic Gaussian Control","authors":"S. Das, D. Datta, S. Sarker, S. Fahim, Md. Rafiqul Islam Sheikh, F. Badal","doi":"10.1109/SPIES48661.2020.9242969","DOIUrl":"https://doi.org/10.1109/SPIES48661.2020.9242969","url":null,"abstract":"Future grids will consist of many small and large subgrids that will require complex control for grid interaction as well as tracking of operation. This paper presents the design of a robust integral linear quadratic Gaussian (ILQG) controller for damping and tracking control of subgrid voltage of hybrid microgrid. The design of ILQG is carried out by augmenting the subgrid dynamics with an integrator that takes power from the DC bus connecting with AC and PV based DC grid. The subgrid consists of a parallel combination of several uncertain and unknown loads that may produce the voltage oscillation. The performance of ILQG is evaluated for various load dynamics and compared with the LQG, LQR, and integral controller in terms of bandwidth. The robustness of proposed controller is studied by considering a number of uncertainties within subgrid model. Results show that the proposed ILQG controller provides improved robust performance than others.","PeriodicalId":244426,"journal":{"name":"2020 2nd International Conference on Smart Power & Internet Energy Systems (SPIES)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127729721","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: 7
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