首页 > 最新文献

2018 IEEE 4th Southern Power Electronics Conference (SPEC)最新文献

英文 中文
Hybrid MPPT Algorithms for Photovoltaic Systems 光伏系统的混合MPPT算法
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8636054
Leandro T. Omine, M. D. de Brito, J. Pinto, R. García
Photovoltaic generation systems under partial shading conditions are difficult to optimize using conventional maximum power point tracking (MPPT) algorithms. Most of the techniques developed for these conditions fail to track dynamically the MPP and leads to energy losses during normal operation. This paper presents hybrid MPPT algorithms combining global and local MPPTs to extract the most available energy from the system under any condition. The methods are compared through simulations using Matlab/Simulink®, where the tracking factor (TF) and power characteristics during time are evaluated.
传统的最大功率点跟踪(MPPT)算法难以对部分遮阳条件下的光伏发电系统进行优化。针对这些条件开发的大多数技术无法动态跟踪MPP,并导致正常操作期间的能量损失。本文提出了一种混合MPPT算法,将全局MPPT和局部MPPT结合起来,在任何条件下都能从系统中提取最有效的能量。通过Matlab/Simulink®进行仿真比较,评估跟踪因子(TF)和功率特性。
{"title":"Hybrid MPPT Algorithms for Photovoltaic Systems","authors":"Leandro T. Omine, M. D. de Brito, J. Pinto, R. García","doi":"10.1109/SPEC.2018.8636054","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8636054","url":null,"abstract":"Photovoltaic generation systems under partial shading conditions are difficult to optimize using conventional maximum power point tracking (MPPT) algorithms. Most of the techniques developed for these conditions fail to track dynamically the MPP and leads to energy losses during normal operation. This paper presents hybrid MPPT algorithms combining global and local MPPTs to extract the most available energy from the system under any condition. The methods are compared through simulations using Matlab/Simulink®, where the tracking factor (TF) and power characteristics during time are evaluated.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127544990","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
Generic Stability Impedance Criterion for the Parallel Inverters System 并联逆变器系统的通用稳定阻抗判据
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635992
Xin Zhang, Jinsong He, Chung, Shu-hung Henry
Parallel inverters are always utilized in renewable energy systems to transfer the power from different renewable resources to the grid. However, the parallel inverters may suffer instability problem, i.e., even though each inverter is stable individually, the paralleled inverters may be unstable due to the interaction among these inverters or cables. Though a lot of existing stability impedance criteria have already been proposed to assess the stability of the paralleled inverters, they are all targeting specific systems with special assumptions, such as supposing all the inverter parameters are the same, ignore the cable’s impedance or treat all the cables as short cables, etc. In this paper, a generic stability impedance criterion has been proposed without any assumptions. Hence, this proposed criterion can evaluate the stability of any types of parallel inverters with different inverter parameters and long/short cables. The detailed derivation of the proposed criterion has also been presented. Finally, the effectiveness of this criterion has been validated by a 5 kW parallel inverters system including three totally different inverters & cables.
并联逆变器在可再生能源系统中经常被用于将不同可再生资源的电力传输到电网中。然而,并联逆变器可能会遇到不稳定问题,即即使每个逆变器单独稳定,并联逆变器也可能由于这些逆变器或电缆之间的相互作用而不稳定。虽然已有许多评价并联逆变器稳定性的稳定阻抗准则,但它们都是针对特定系统,并有特殊的假设,如假设所有逆变器参数相同,忽略电缆阻抗或将所有电缆视为短电缆等。本文提出了一种不加任何假设的通用稳定性阻抗判据。因此,该准则可以评估任何类型具有不同逆变器参数和长/短电缆的并联逆变器的稳定性。本文还详细介绍了该准则的推导过程。最后,通过一个5kw并联逆变器系统验证了该准则的有效性,该系统包括三个完全不同的逆变器和电缆。
{"title":"Generic Stability Impedance Criterion for the Parallel Inverters System","authors":"Xin Zhang, Jinsong He, Chung, Shu-hung Henry","doi":"10.1109/SPEC.2018.8635992","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635992","url":null,"abstract":"Parallel inverters are always utilized in renewable energy systems to transfer the power from different renewable resources to the grid. However, the parallel inverters may suffer instability problem, i.e., even though each inverter is stable individually, the paralleled inverters may be unstable due to the interaction among these inverters or cables. Though a lot of existing stability impedance criteria have already been proposed to assess the stability of the paralleled inverters, they are all targeting specific systems with special assumptions, such as supposing all the inverter parameters are the same, ignore the cable’s impedance or treat all the cables as short cables, etc. In this paper, a generic stability impedance criterion has been proposed without any assumptions. Hence, this proposed criterion can evaluate the stability of any types of parallel inverters with different inverter parameters and long/short cables. The detailed derivation of the proposed criterion has also been presented. Finally, the effectiveness of this criterion has been validated by a 5 kW parallel inverters system including three totally different inverters & cables.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131773060","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 Compound Control Strategy for Inverter Output Voltage in Micro-grid System 微电网逆变器输出电压的复合控制策略
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635643
Jinghua Zhou, Rong Zhang, Xinlei Zhang, Jiewei Wu, Weichao Huang
For poor inverter output voltage quality caused by operation of asymmetric load and nonlinear load in the micro-grid system, a compound control strategy for inverter output voltage was proposed; in this paper, based on positive sequence rotating coordinate system, Proportion Integrator (PI)+ Vector Proportion Integrator (VPI) controller was used to control fundamental voltage and unbalanced voltage. And based on two-phase static coordinate system, VPI controller was used to control harmonic voltage to finally realize voltage quality governance. In addition, DC/AC + z-type grounding transformer topology was adopted to solve supporting problem of single-phase load by a three-phase three-wire inverter. Finally, a 2.5MW converter device was established to carry out an experimental study based on TMS320F28377D controller. The experimental result verified effectiveness of the proposed control strategy. At present, this device has been applied to flexible substation system in Aliyun data center located in Zhangbei County, Zhangjiakou City, China.
针对微网系统中不对称负载和非线性负载运行导致逆变器输出电压质量差的问题,提出了一种逆变器输出电压的复合控制策略;本文基于正序旋转坐标系,采用比例积分器(PI)+矢量比例积分器(VPI)控制器控制基面电压和不平衡电压。基于两相静态坐标系,采用VPI控制器对谐波电压进行控制,最终实现电压质量治理。此外,采用DC/AC + z型接地变压器拓扑,解决了三相三线制逆变器对单相负载的支撑问题。最后,搭建了一个2.5MW变换器装置,进行了基于TMS320F28377D控制器的实验研究。实验结果验证了所提控制策略的有效性。目前,该装置已应用于中国张家口市张北县阿里云数据中心的柔性变电站系统。
{"title":"A Compound Control Strategy for Inverter Output Voltage in Micro-grid System","authors":"Jinghua Zhou, Rong Zhang, Xinlei Zhang, Jiewei Wu, Weichao Huang","doi":"10.1109/SPEC.2018.8635643","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635643","url":null,"abstract":"For poor inverter output voltage quality caused by operation of asymmetric load and nonlinear load in the micro-grid system, a compound control strategy for inverter output voltage was proposed; in this paper, based on positive sequence rotating coordinate system, Proportion Integrator (PI)+ Vector Proportion Integrator (VPI) controller was used to control fundamental voltage and unbalanced voltage. And based on two-phase static coordinate system, VPI controller was used to control harmonic voltage to finally realize voltage quality governance. In addition, DC/AC + z-type grounding transformer topology was adopted to solve supporting problem of single-phase load by a three-phase three-wire inverter. Finally, a 2.5MW converter device was established to carry out an experimental study based on TMS320F28377D controller. The experimental result verified effectiveness of the proposed control strategy. At present, this device has been applied to flexible substation system in Aliyun data center located in Zhangbei County, Zhangjiakou City, China.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129667515","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 of a Contactless Rotary Device Based on Inductively Coupled Power Transfer 基于电感耦合功率传输的非接触式旋转装置设计
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8636022
H. Zong, Xiangjun Zhang, Xiaorui Zhang, Yijie Wang, Dianguo Xu, Hailin Tian, Xiufang Liu, D. Yan
Contact-type rotary electronic devices have the disadvantages of easy wear and no electrical isolation, which is not conducive to the safety and reliability of the device. In this paper, a contactless rotary inductively coupled power transfer (ICPT) device has been proposed, which provides electrical isolation, higher flexibility and greater security. The device consists of a rotary loosely coupled transformer, S/LCC compensated resonant converter and a DC-DC converter. To verify the analysis and design, a 400W rotatable prototype with a 50mm gap was fabricated and tested. An overall efficiency 84.3% was achieved from DC 40V input to DC 40 V output.
接触式旋转电子设备易磨损,无电气隔离,不利于设备的安全可靠性。本文提出了一种具有电隔离、灵活性和安全性的非接触旋转电感耦合功率传输装置。该器件由旋转松耦合变压器、S/LCC补偿谐振变换器和DC-DC变换器组成。为了验证分析和设计,制作了一个400W的可旋转样机,并进行了50mm间隙的测试。从直流40V输入到直流40V输出,总效率达到84.3%。
{"title":"Design of a Contactless Rotary Device Based on Inductively Coupled Power Transfer","authors":"H. Zong, Xiangjun Zhang, Xiaorui Zhang, Yijie Wang, Dianguo Xu, Hailin Tian, Xiufang Liu, D. Yan","doi":"10.1109/SPEC.2018.8636022","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8636022","url":null,"abstract":"Contact-type rotary electronic devices have the disadvantages of easy wear and no electrical isolation, which is not conducive to the safety and reliability of the device. In this paper, a contactless rotary inductively coupled power transfer (ICPT) device has been proposed, which provides electrical isolation, higher flexibility and greater security. The device consists of a rotary loosely coupled transformer, S/LCC compensated resonant converter and a DC-DC converter. To verify the analysis and design, a 400W rotatable prototype with a 50mm gap was fabricated and tested. An overall efficiency 84.3% was achieved from DC 40V input to DC 40 V output.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129241171","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
Impact of Nonlinearity on Type-3 WT's Fault Current 非线性对3型小波故障电流的影响
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635941
Yuanzhu Chang, Jiabing Hu, E. Zhang, Xiaojie Zhang
Due to Type-3 wind turbine (WT) has already become a highly penetrated power source in modern power systems, characterizing its properties during short circuit is a basic requirement for system analysis. However, although nonlinearity, such as saturation effect of doubly fed induction generator (DFIG) and the dynamic of phase-locked loop (PLL), is a critical determinant, it has been simply ignored in the existing literatures. This paper is focusing on the impact of nonlinearity on Type-3 WT's fault current. First, a 10kW experimental prototype is carefully designed in laboratorial scale to demonstrate the dynamic performance of Type-3 WT during low voltage ride through (LVRT). Then, the impact of those nonlinear elements on fault current is quantified through the comparisons with the analytical results that are calculated without the consideration of nonlinearity. It shows that the nonlinear feature mainly influences the maximum value of fault current in the instant control time scale. Hence, expressions and method are proposed to evaluate the actual momentary current of a Type-3 WT. The conclusion of this paper is expected to be implemented in rating circuit breakers and other equipment.
由于3型风力发电机组已成为现代电力系统中高度渗透的电源,表征其短路特性是系统分析的基本要求。然而,尽管非线性,如双馈感应发电机(DFIG)的饱和效应和锁相环(PLL)的动态,是一个关键的决定因素,但在现有的文献中被简单地忽略了。本文主要研究非线性对3型小波故障电流的影响。首先,在实验室规模上精心设计了一个10kW的实验样机,以演示3型WT在低电压穿越(LVRT)期间的动态性能。然后,通过与不考虑非线性因素的解析计算结果的比较,量化这些非线性因素对故障电流的影响。结果表明,在瞬时控制时间尺度上,非线性特性主要影响故障电流的最大值。由此,提出了3型小波实际瞬时电流的计算表达式和方法。本文的结论有望应用于额定断路器等设备。
{"title":"Impact of Nonlinearity on Type-3 WT's Fault Current","authors":"Yuanzhu Chang, Jiabing Hu, E. Zhang, Xiaojie Zhang","doi":"10.1109/SPEC.2018.8635941","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635941","url":null,"abstract":"Due to Type-3 wind turbine (WT) has already become a highly penetrated power source in modern power systems, characterizing its properties during short circuit is a basic requirement for system analysis. However, although nonlinearity, such as saturation effect of doubly fed induction generator (DFIG) and the dynamic of phase-locked loop (PLL), is a critical determinant, it has been simply ignored in the existing literatures. This paper is focusing on the impact of nonlinearity on Type-3 WT's fault current. First, a 10kW experimental prototype is carefully designed in laboratorial scale to demonstrate the dynamic performance of Type-3 WT during low voltage ride through (LVRT). Then, the impact of those nonlinear elements on fault current is quantified through the comparisons with the analytical results that are calculated without the consideration of nonlinearity. It shows that the nonlinear feature mainly influences the maximum value of fault current in the instant control time scale. Hence, expressions and method are proposed to evaluate the actual momentary current of a Type-3 WT. The conclusion of this paper is expected to be implemented in rating circuit breakers and other equipment.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121096623","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
Revisiting Two-Port Network Analysis for Wireless Power Transfer (WPT) Systems 无线电力传输(WPT)系统的双端口网络分析
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635846
P. Jayathurathnage, M. Vilathgamuwa, C. Simovski
This paper discusses the applicability of the two- port network model for the analysis of wireless power transfer (WPT) systems. The two-port network model has been extensively used to analyze microwave circuits, and identical principles have been applied to WPT. The standard gain parameters defined for the two-port networks are critically analyzed with regards to WPT systems. The usefulness and the practical limitations of the gain parameters are highlighted. In addition to power transfer efficiency (PTE), an alternative gain parameter, square voltage gain is defined to estimate the power transfer capability of the WPT system. The proposed performance indices are then computed in terms of generalized two-port network parameters along with a generalized optimization methodology. A case study is presented for the optimization of a WPT system with a repeater.
本文讨论了双端口网络模型在无线电力传输系统分析中的适用性。双端口网络模型在微波电路分析中得到了广泛的应用,同样的原理也被应用到WPT中。针对WPT系统,对双端口网络的标准增益参数进行了严格的分析。强调了增益参数的实用性和实际局限性。除了功率传输效率(PTE)外,还定义了一个可选增益参数——电压平方增益来估计WPT系统的功率传输能力。然后根据广义双端口网络参数和广义优化方法计算所提出的性能指标。给出了一个带中继器的WPT系统的优化实例。
{"title":"Revisiting Two-Port Network Analysis for Wireless Power Transfer (WPT) Systems","authors":"P. Jayathurathnage, M. Vilathgamuwa, C. Simovski","doi":"10.1109/SPEC.2018.8635846","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635846","url":null,"abstract":"This paper discusses the applicability of the two- port network model for the analysis of wireless power transfer (WPT) systems. The two-port network model has been extensively used to analyze microwave circuits, and identical principles have been applied to WPT. The standard gain parameters defined for the two-port networks are critically analyzed with regards to WPT systems. The usefulness and the practical limitations of the gain parameters are highlighted. In addition to power transfer efficiency (PTE), an alternative gain parameter, square voltage gain is defined to estimate the power transfer capability of the WPT system. The proposed performance indices are then computed in terms of generalized two-port network parameters along with a generalized optimization methodology. A case study is presented for the optimization of a WPT system with a repeater.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116770207","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: 11
Model Predictive Control of Direct Matrix Converter with Common Mode Voltage Elimination 共模电压消除直接矩阵变换器的模型预测控制
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635925
M. Uddin, G. Mirzaeva, G. Goodwin
Common-mode-voltage (CMV) is known for creating electromagnetic interference and bearing currents in industrial drive applications. This problem is exacerbated in mobile applications, due to the use of long cables carrying supply and protective earth conductors. In such applications matrix converters are seen as a potential drive solution. This paper presents a detailed study showing the possibility to completely eliminate CMV in the matrix converter based system, using voltage control based model predictive control (MPC). The paper compares performance of the direct matrix converter (DMC) for different output frequencies, under the imposed condition of zero CMV. The paper also presents a systematical discretization method, which is used to accurately calculate the input filter constants. Based on extensive simulations performed in MATLAB-Simulink environment, the paper demonstrates suitability of DMC based drives for CMV-sensitive applications.
共模电压(CMV)以在工业驱动应用中产生电磁干扰和轴承电流而闻名。在移动应用中,由于使用长电缆携带电源和保护接地导体,这个问题更加严重。在这种应用中,矩阵变换器被视为一种潜在的驱动解决方案。本文详细研究了利用基于电压控制的模型预测控制(MPC)在基于矩阵变换器的系统中完全消除CMV的可能性。本文比较了直接矩阵变换器(DMC)在零CMV条件下不同输出频率下的性能。本文还提出了一种系统离散化方法,用于精确计算输入滤波器常数。基于在MATLAB-Simulink环境中进行的大量仿真,本文证明了基于DMC的驱动器适用于cmv敏感应用。
{"title":"Model Predictive Control of Direct Matrix Converter with Common Mode Voltage Elimination","authors":"M. Uddin, G. Mirzaeva, G. Goodwin","doi":"10.1109/SPEC.2018.8635925","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635925","url":null,"abstract":"Common-mode-voltage (CMV) is known for creating electromagnetic interference and bearing currents in industrial drive applications. This problem is exacerbated in mobile applications, due to the use of long cables carrying supply and protective earth conductors. In such applications matrix converters are seen as a potential drive solution. This paper presents a detailed study showing the possibility to completely eliminate CMV in the matrix converter based system, using voltage control based model predictive control (MPC). The paper compares performance of the direct matrix converter (DMC) for different output frequencies, under the imposed condition of zero CMV. The paper also presents a systematical discretization method, which is used to accurately calculate the input filter constants. Based on extensive simulations performed in MATLAB-Simulink environment, the paper demonstrates suitability of DMC based drives for CMV-sensitive applications.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"417 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117315332","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
Modelling of Track Layout for Intelligent Railway Signalling System: A Machine Learning Application 智能铁路信号系统轨道布局建模:机器学习应用
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635878
Y. Baviskar, U. Suryawanshi, A. Sheikh
The railway signalling domain is a complex critical infrastructure, linking communication and number of control elements. Ensuring safety in railway signalling system is always considered as a guarantee of intact operation of the railway. Current signalling system composes of centralized controllers which provide a single feature such as interlocking, and level crossing control. The Indian Railways (IR) uses Panel Interlocking (PI), Route Relay Interlocking (RRI), and Solid State Interlocking (SSI) or Electronic Interlocking (EI) for signalling safety, however, permitting movement of the trains lies in the hands of a human. The main challenge is to combine multiple sources of data and define a system which can intensify the functionality of the system. This paper mainly focuses on development of an automated model, beneficial to Intelligent Signalling System (ISS). Assessing its ability to take a decision which authorizes the movement of trains according to the timetable and modify it depending on real-time information using Machine Learning (ML). For modelling, IR standard single line station layout is considered and graphical model-based design techniques are implied. For analysis consider the track sections as nodes, signals as the start point and the end point linked to specific routes and assessing the developed model for various operating scenarios keeping a strict check on completeness and consistency. Implementation of such system in the railway network will not only provide a comprehensive level of safety in railway transportation but also takes a step forward towards systematizing various methods and strategies such as rescheduling system, monitoring performance under one roof using ML
铁路信号领域是一个复杂的关键基础设施,连接通信和许多控制元件。确保铁路信号系统的安全一直被认为是铁路正常运行的保障。目前的信号系统由集中控制器组成,这些控制器提供了联锁和水平交叉控制等单一功能。印度铁路(IR)使用面板联锁(PI),路线继电器联锁(RRI)和固态联锁(SSI)或电子联锁(EI)来保证信号安全,然而,允许火车的运动取决于人类的手中。主要的挑战是结合多个数据源并定义一个可以增强系统功能的系统。本文的重点是开发一个自动化模型,有利于智能信令系统(ISS)。评估其做出决定的能力,根据时间表授权列车运行,并根据使用机器学习(ML)的实时信息对其进行修改。在建模方面,考虑了红外标准单线站点布局,并采用了基于图形模型的设计技术。在分析时,将轨道段作为节点,信号作为起点和终点,与特定路线相连接,并对开发的模型进行各种操作场景的评估,严格检查完整性和一致性。在铁路网中实施这种系统不仅将为铁路运输提供全面的安全水平,而且还将朝着将各种方法和策略系统化迈出一步,例如重新调度系统,使用ML在一个屋檐下监控性能
{"title":"Modelling of Track Layout for Intelligent Railway Signalling System: A Machine Learning Application","authors":"Y. Baviskar, U. Suryawanshi, A. Sheikh","doi":"10.1109/SPEC.2018.8635878","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635878","url":null,"abstract":"The railway signalling domain is a complex critical infrastructure, linking communication and number of control elements. Ensuring safety in railway signalling system is always considered as a guarantee of intact operation of the railway. Current signalling system composes of centralized controllers which provide a single feature such as interlocking, and level crossing control. The Indian Railways (IR) uses Panel Interlocking (PI), Route Relay Interlocking (RRI), and Solid State Interlocking (SSI) or Electronic Interlocking (EI) for signalling safety, however, permitting movement of the trains lies in the hands of a human. The main challenge is to combine multiple sources of data and define a system which can intensify the functionality of the system. This paper mainly focuses on development of an automated model, beneficial to Intelligent Signalling System (ISS). Assessing its ability to take a decision which authorizes the movement of trains according to the timetable and modify it depending on real-time information using Machine Learning (ML). For modelling, IR standard single line station layout is considered and graphical model-based design techniques are implied. For analysis consider the track sections as nodes, signals as the start point and the end point linked to specific routes and assessing the developed model for various operating scenarios keeping a strict check on completeness and consistency. Implementation of such system in the railway network will not only provide a comprehensive level of safety in railway transportation but also takes a step forward towards systematizing various methods and strategies such as rescheduling system, monitoring performance under one roof using ML","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115118310","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
An Improvement on A Simplified Space Vector Modulation Algorithm to Solve the Inherent Three-Phase Unbalance 一种改进的简化空间矢量调制算法解决固有三相不平衡
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635837
Hongda Wu, Jinjun Liu, Shaodi Ouyang
Space vector modulation (SVM) is widely used in traditional three-phase converters, but when extended to multilevel converters it suffers from issues of heavy computation cost and intense memory usage. Researchers have proposed many simplified SVM algorithms, but they are still impractical in some respects. This paper examines a simplified SVM algorithm based on H-D coordinates, which has simpler calculations than simplified algorithms based on other coordinate systems. Then, this paper analyzes this simplified algorithm and finds it has an inherent three-phase unbalance problem. There are two reasons for the unbalance: the unbalance of generation rules and the directionality of H-D coordinates. Then, based on the feature of HD coordinates, we propose an improved SVM algorithm. The proposed algorithm divides the hexagonal vector space diagram into three diamond-shaped areas equally and can take full advantage of the similarities among them. Consequently, the unbalance problem is solved and the calculations are still compact. In addition, the proposed algorithm has another two features: simplified calculation in a condition of overmodulation and better balance performance when switching frequency equals a multiple of 150 Hz. Based on our findings, we believe the proposed SVM algorithm is more practical than others and is suitable for large level-number applications like three-phase modular multilevel converters. Simulations in various operating conditions are done.
空间矢量调制(SVM)在传统的三相变换器中得到了广泛的应用,但扩展到多电平变换器时,存在计算成本高和内存占用大的问题。研究人员提出了许多简化的支持向量机算法,但它们在某些方面仍然不切实际。本文研究了一种基于H-D坐标的简化SVM算法,该算法比基于其他坐标系的简化算法计算更简单。然后对该简化算法进行分析,发现其存在固有的三相不平衡问题。产生不平衡的原因有两个:生成规则的不平衡和H-D坐标的方向性。然后,基于HD坐标的特点,提出了一种改进的SVM算法。该算法将六边形矢量空间图平均划分为三个菱形区域,并充分利用了它们之间的相似性。因此,解决了不平衡问题,计算仍然紧凑。此外,该算法还具有两个特点:一是简化了过调制条件下的计算,二是开关频率为150hz的倍数时具有更好的平衡性能。基于我们的研究结果,我们认为所提出的SVM算法比其他算法更实用,适合于大电平数的应用,如三相模块化多电平变换器。在各种工况下进行了仿真。
{"title":"An Improvement on A Simplified Space Vector Modulation Algorithm to Solve the Inherent Three-Phase Unbalance","authors":"Hongda Wu, Jinjun Liu, Shaodi Ouyang","doi":"10.1109/SPEC.2018.8635837","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635837","url":null,"abstract":"Space vector modulation (SVM) is widely used in traditional three-phase converters, but when extended to multilevel converters it suffers from issues of heavy computation cost and intense memory usage. Researchers have proposed many simplified SVM algorithms, but they are still impractical in some respects. This paper examines a simplified SVM algorithm based on H-D coordinates, which has simpler calculations than simplified algorithms based on other coordinate systems. Then, this paper analyzes this simplified algorithm and finds it has an inherent three-phase unbalance problem. There are two reasons for the unbalance: the unbalance of generation rules and the directionality of H-D coordinates. Then, based on the feature of HD coordinates, we propose an improved SVM algorithm. The proposed algorithm divides the hexagonal vector space diagram into three diamond-shaped areas equally and can take full advantage of the similarities among them. Consequently, the unbalance problem is solved and the calculations are still compact. In addition, the proposed algorithm has another two features: simplified calculation in a condition of overmodulation and better balance performance when switching frequency equals a multiple of 150 Hz. Based on our findings, we believe the proposed SVM algorithm is more practical than others and is suitable for large level-number applications like three-phase modular multilevel converters. Simulations in various operating conditions are done.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124005125","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
Impact of Mechanical Power Variation on Transient Stability of DFIG-based Wind Turbine 机械功率变化对dfig型风力机暂态稳定的影响
Pub Date : 2018-12-01 DOI: 10.1109/SPEC.2018.8635978
Wangqianyun Tang, Jiabing Hu, Rui Zhang
The input mechanical power affects the transient stability by changing the transient energy of the power system. The mechanical power characteristics of doubly fed induction generator (DFIG)-based wind turbines (WTs) are more complex and the variation ranges are wider when compared with those of synchronous generators (SGs’) owing to the different energy conversion mechanisms, which leads the transient stability of DFIG-based WT more diverse. This paper systematically analyzes the impact of the mechanical power variation on the transient stability of DFIG-based WT. Firstly, the analytical model considering the mechanical power is presented. In comparison with SG, the characteristics of mechanical power of the DFIG-based WT are summed up. Then, based on the model, the transient stability of a single DFIG-based WT-connected system is theoretically analyzed. The instability mechanism and phenomena are found to be variable in different wind speeds. Finally, the impacts of the summarized factors of mechanical power on transient stability of DFIG-based WT are discussed, including the wind conditions, aerodynamics and pitch controls.
输入的机械功率通过改变电力系统的暂态能量来影响暂态稳定性。由于能量转换机制的不同,双馈感应发电机(DFIG)型风力发电机组的机械功率特性比同步发电机(SGs)型更为复杂,变化范围更广,导致双馈感应发电机(DFIG)型风力发电机组的暂态稳定更加多样化。本文系统地分析了机械功率变化对基于dfig的小波变换暂态稳定性的影响。首先,建立了考虑机械功率变化的小波变换解析模型;通过与SG的比较,总结了基于dfig的WT的机械功率特性。在此基础上,从理论上分析了基于dfig的单wt连接系统的暂态稳定性。发现在不同的风速下,不稳定机制和现象是不同的。最后,讨论了风力条件、空气动力学和俯仰控制等因素对基于dfig的WT暂态稳定性的影响。
{"title":"Impact of Mechanical Power Variation on Transient Stability of DFIG-based Wind Turbine","authors":"Wangqianyun Tang, Jiabing Hu, Rui Zhang","doi":"10.1109/SPEC.2018.8635978","DOIUrl":"https://doi.org/10.1109/SPEC.2018.8635978","url":null,"abstract":"The input mechanical power affects the transient stability by changing the transient energy of the power system. The mechanical power characteristics of doubly fed induction generator (DFIG)-based wind turbines (WTs) are more complex and the variation ranges are wider when compared with those of synchronous generators (SGs’) owing to the different energy conversion mechanisms, which leads the transient stability of DFIG-based WT more diverse. This paper systematically analyzes the impact of the mechanical power variation on the transient stability of DFIG-based WT. Firstly, the analytical model considering the mechanical power is presented. In comparison with SG, the characteristics of mechanical power of the DFIG-based WT are summed up. Then, based on the model, the transient stability of a single DFIG-based WT-connected system is theoretically analyzed. The instability mechanism and phenomena are found to be variable in different wind speeds. Finally, the impacts of the summarized factors of mechanical power on transient stability of DFIG-based WT are discussed, including the wind conditions, aerodynamics and pitch controls.","PeriodicalId":335893,"journal":{"name":"2018 IEEE 4th Southern Power Electronics Conference (SPEC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130973740","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
期刊
2018 IEEE 4th Southern Power Electronics Conference (SPEC)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1