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2019 International Conference on Power Electronics, Control and Automation (ICPECA)最新文献

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Analysis of a Novel 3-D Fractional Order Chaotic System 一种新型三维分数阶混沌系统的分析
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975668
Ayub Khan, L. S. Jahanzaib, P. Trikha
In this article, the novel fractional order three-dimensional chaotic system has been constructed. Its dynamical properties have been thoroughly analyzed. For varying fractional order the properties have also been studied. This model can be made applicable in the field of control systems, secure communication,image encryption etc.
本文构造了一种新的分数阶三维混沌系统。对其动力学特性进行了深入分析。对于变分数阶的性质也进行了研究。该模型可应用于控制系统、保密通信、图像加密等领域。
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引用次数: 14
Fault Identification Algorithm for Grid Connected Photovoltaic Systems using Machine Learning Techniques 基于机器学习技术的并网光伏系统故障识别算法
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975397
Kanula Dadhich, V. S. Kurukuru, Mohammed Ali Khan, A. Haque
The motivation and background behind the fault detection for grid connected solar power plant is presented in this paper. The major issues encountered when integrating a PV system to the grid include multi-peak phenomenon due to partial shading, regulation of circulating currents, the impact of grid impedances on PV system stability, Fault Ride-Through (FRT) Capability, and anti-islanding detection. Hence, fault detection and condition monitoring system are necessary for smooth operation. In this paper, a fault classification technique for single-phase grid connected PV systems is developed. Wavelet Transform and Neural network approaches are used for developing the fault classification algorithm. The results depicted that the developed fault detection algorithm shows a significant improvement in the classification accuracy with 98.4%.
本文介绍了并网太阳能电站故障检测的动机和背景。将光伏系统并入电网时遇到的主要问题包括部分遮阳引起的多峰现象、循环电流的调节、电网阻抗对光伏系统稳定性的影响、故障穿越(FRT)能力和抗孤岛检测。因此,故障检测和状态监测系统是保证正常运行的必要条件。本文提出了一种单相并网光伏系统故障分类技术。采用小波变换和神经网络方法开发故障分类算法。结果表明,所开发的故障检测算法的分类准确率显著提高,达到98.4%。
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引用次数: 1
An overview of Fuel Cell Based Distribution Generation Integration 基于燃料电池的配电集成技术综述
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975622
M. Faizan, Sajjad Ali, Dr.Abrar Ahmad
During recent decades the exploration for alternative form of energy have increased drastically due to fossil fuel price rise and its adverse impact on environment, global warming and climate change. This has brought replenish-able fuel cell in focus for DC based power generation system. This paper discusses the need of fuel cell and explores different variants and their comparisons along with working operation. This work also elaborates the integration of fuel cell with the renewable energy option such as wind and solar. Challenges and feasibility of Fuel cell have been discussed. The scope of fuel cell for electric vehicles has also been reviewed. This paper also elaborates its future scope in the global energy market in the prospective varied applications.
近几十年来,由于化石燃料价格上涨及其对环境、全球变暖和气候变化的不利影响,对替代能源形式的探索急剧增加。这使得可补充燃料电池成为直流发电系统的焦点。本文论述了燃料电池的必要性,并结合实际运行,探讨了燃料电池的不同型号及其比较。这项工作还详细阐述了燃料电池与可再生能源选择(如风能和太阳能)的集成。讨论了燃料电池面临的挑战和可行性。对燃料电池用于电动汽车的范围进行了综述。本文还阐述了其未来在全球能源市场上的应用前景。
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引用次数: 2
ICPECA 2019 Author Index ICPECA 2019作者索引
Pub Date : 2019-11-01 DOI: 10.1109/icpeca47973.2019.8975527
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引用次数: 0
Performance Enhancement of PPMIM Drives by using 3 Three-Phase Four-Leg Inverters 利用3个三相四腿逆变器提高PPMIM驱动器的性能
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975690
B. Reddy, A. Iqbal, Sivakumar Keerthipati, M. Alhitmi, A. Hasan, H. Mehrjerdi, Asokan Paraprath, A. Shakoor
In this paper, a multilevel inverter (MLI) scheme is proposed for 9-phase pole phase modulated induction motor (PPMIM) drives. The proposed inverter scheme is realized with the help of 3 three-phase four-leg inverters. In 3-phase 12-pole mode (3PH-I2PO), the proposed MLI supplies a 3-level voltage for each phase winding of the PPMIM drive with an improved harmonic profile. This will minimize the amplitude of spatial harmonics in the airgap MMF, which results in better torque ripple in 3PH-I2PO operation. In this mode, for getting the same performance the PPMIM drive in w.r.t torque ripple the conventional 3-level 9-phase MLI’s requires 40 switches, while the proposed MLI requires only 24 switches, which means the switch count is reduced by 40%. On the other hand, the phase windings of the 9-phase PPMIM drive are rearranged into 3 sets of three phase winding groups, where each phase group has three balanced 1200 phase displaced windings. This phase grouping will give the flexibility to use the 3-phase space vector pulse width modulation (SVPWM) that enhances the linear modulation of the 9-phase PPMIM drives by 15.4% in 9-phase 4-pole mode (9PH-4PO). The 4th leg present in each three-phase four-leg inverter is used effectively for denying the circulating currents in phase windings in 9PH-4PO operation. The proposed MLI scheme is validated with the Ansys Maxwell FEM electromagnetic tool on a 5hp 9-phase PPMIM drive.
提出了一种用于9相极相调制异步电动机(PPMIM)驱动的多电平逆变器(MLI)方案。所提出的逆变方案是借助3个三相四脚逆变器实现的。在三相12极模式(3PH-I2PO)中,所提出的MLI为PPMIM驱动器的每个相位绕组提供3级电压,并改善了谐波分布。这将使气隙MMF中的空间谐波幅度最小化,从而在3PH-I2PO操作中产生更好的转矩脉动。在这种模式下,为了获得与wwt转矩脉动相同的性能,传统的3级9相MLI需要40个开关,而提出的MLI只需要24个开关,这意味着开关数量减少了40%。另一方面,将9相PPMIM驱动器的相绕组重新排列成3组三相绕组组,其中每个相组有3个平衡的1200相位移绕组。这种相位分组将为使用3相空间矢量脉宽调制(SVPWM)提供灵活性,从而在9相4极模式(9PH-4PO)下将9相PPMIM驱动器的线性调制提高15.4%。每个三相四腿逆变器中的第四腿有效地用于否认9PH-4PO操作中相绕组中的循环电流。在5hp 9相PPMIM驱动器上,利用Ansys Maxwell FEM电磁工具验证了所提出的MLI方案。
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引用次数: 1
Design a Control Mechanism for the Power Management of a Standalone Renewable Energy System 独立可再生能源系统电源管理控制机制设计
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975387
P. Ganguly, Akhtar Kalam, A. Zayegh
Renewable Energy systems (RES) are widely acknowledged as alternative power source. Hybrid Renewable Energy System (HRES), comprising multiple types of renewable/non-renewable sources and storage are eco-friendly, profitable choice for powering especially the remote locations due to the high transportation cost for grid power. However, this kind of system needs efficient power management as the structure is complex due to incorporation of multiple sources and storages. This paper deals with designing an overall power management system for a remote community based in Portland, Victoria. The proposed design aims to significantly improve the performance of the power management system while minimizing the operation cost and the impact of the micro grid on environment. The proposed design ensures efficient power management in-between different renewable sources, storages and load demands. The simulation evidently shows that under various supply and demand condition, the system demonstrates high performance.
可再生能源系统(RES)是一种被广泛认可的替代能源。混合可再生能源系统(HRES),包括多种类型的可再生/不可再生能源和存储是环保的,有利可图的选择,特别是偏远地区,由于电网电力的高运输成本。然而,由于集成了多个电源和存储,这种系统结构复杂,需要高效的电源管理。本文为位于维多利亚州波特兰市的一个偏远社区设计了一个整体电源管理系统。本设计旨在显著提高电源管理系统的性能,同时最大限度地降低微网的运行成本和对环境的影响。提出的设计确保在不同的可再生能源、存储和负载需求之间有效的电源管理。仿真结果表明,该系统在各种供需条件下均表现出良好的性能。
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引用次数: 1
An optimizing utility for Portfolio Selection based on Optimal values computed using ANN, NSGA-II and Machine learning technique 基于ANN, NSGA-II和机器学习技术计算的最优值的投资组合选择优化实用程序
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975558
Chanchal Kumar, M. Doja
An optimizing utility for computing the values of derived economic factors of Portfolio selection is described in this paper. The significance of appropriate computing values of these factors has been felt because of the risk-constrained solution of portfolio selection. The classical Lagrangian multiplier method has been extended in the paper, using ANN and NSGA-II algorithm for computing weights used in the cost equations describing these economic factors. A mathematical formulation of the equations using portfolio selection parameters with computed values of weights is provided. A machine learning tool is given next for classifying values of coefficients of variations. Finally, a comparison of the ANN computations of weights with weights computed using NSGA-II is provided. This approach can be advantageous for the portfolio decision-making process.
本文描述了一种计算组合选择中衍生经济因素值的优化效用。由于投资组合选择的风险约束解决方案,这些因素的适当计算值的重要性已经被感受到。本文对经典的拉格朗日乘数法进行了扩展,使用人工神经网络和NSGA-II算法计算描述这些经济因素的成本方程中所使用的权重。给出了利用组合选择参数计算权重值的方程的数学表达式。然后给出了一种机器学习工具,用于对变异系数值进行分类。最后,将人工神经网络的权重计算与NSGA-II的权重计算进行了比较。这种方法对于投资组合决策过程是有利的。
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引用次数: 1
Extending IEC 61850 Communication Standard to Achieve Internet-of-Things in Smartgrids 扩展IEC 61850通信标准,实现智能电网中的物联网
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975510
T. Ustun, S. M. Suhail Hussain
Advanced communication has become an indispensable part of modern power systems, a.k.a. smartgrids. Thanks to continuous connectivity between electrical equipment, constant monitoring and control can be utilized to operate these systems in a more efficient and productive way. Novel applications that enable transmission lines to utilize a larger portion of its capacity, demand side management schemes that coordinate power use with respect to available energy and electric vehicle charge-discharge management solutions are all products of increased integration of information technology with power system infrastructure. However, this integration involves different equipment that perform various operations in completely isolated domains. Furthermore, there are numerous vendors that manufacture the same equipment with subtle differences. Establishing a full connectivity among these devices is a very big challenge. In order to tackle this, different communication standards have been proposed. Due to its ability to handle large volume of data exchanges and object-oriented modeling, IEC 61850 has become the de facto standard for advanced communication networks in power systems. The original standard includes some basic equipment present in power networks such as circuit breakers, relays and transformers. In order to cover the new equipment such as smart meters, electric vehicles or fault current limiters, the published standard needs to be extended. Only in this way, can a fully connected, interoperable communication be achieved in future smartgrids.
先进的通信已经成为现代电力系统,也就是智能电网不可或缺的一部分。由于电气设备之间的连续连接,可以利用持续监测和控制来以更高效和更高效的方式操作这些系统。使输电线路能够更大程度地利用其容量的新应用、根据可用能源协调电力使用的需求侧管理方案以及电动汽车充放电管理解决方案,都是信息技术与电力系统基础设施日益集成的产物。然而,这种集成涉及在完全隔离的域中执行各种操作的不同设备。此外,有许多供应商制造相同的设备,但有细微的差异。在这些设备之间建立完全连接是一个非常大的挑战。为了解决这个问题,人们提出了不同的通信标准。由于其处理大量数据交换和面向对象建模的能力,IEC 61850已成为电力系统中高级通信网络的事实上的标准。原始标准包括电网中存在的一些基本设备,如断路器、继电器和变压器。为了涵盖智能电表、电动汽车或故障限流器等新设备,发布的标准需要扩展。只有这样,才能在未来的智能电网中实现完全连接、可互操作的通信。
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引用次数: 3
ICPECA 2019 Content Announcement ICPECA 2019内容公告
Pub Date : 2019-11-01 DOI: 10.1109/icpeca47973.2019.8975401
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引用次数: 0
Droop based Low voltage ride through implementation for grid integrated photovoltaic system 基于下垂的并网光伏系统低压穿越实现
Pub Date : 2019-11-01 DOI: 10.1109/ICPECA47973.2019.8975467
Mohammed Ali Khan, A. Haque, V. S. Kurukuru
This paper signifies the development of an efficient and cost-effective control scheme for operation of grid integrated photovoltaic (PV) system under low voltage ride through (LVRT) condition. During LVRT If the PV system was to disconnect from the grid, the disconnection further aggravates the situation by causing larger disturbance than what was caused by the fault. To stabilize the system and prevent the flow of over current during LVRT it is necessary to control the reactive power injection in the system. The proposed scheme balances the active power though proportional gain regulation of plug in controller. Compared to the conventional LVRT method, this method is more cost effective. A normal maximum power point tracking (MPPT) scheme is implemented during normal operation. But in case of fault condition, an extra proportional controller is added to assist the droop characteristics of photovoltaic power voltage curve and attain system stability. Simulation has been performed on a grid integrated PV system of 4kW and LVRT conditions are tested. It is observed that the response of controller is fast and seamless during transition mode.
本文提出了一种高效、经济的低电压穿越(LVRT)条件下并网光伏系统运行控制方案。在LVRT期间,如果光伏系统与电网断开连接,则会造成比故障造成的更大的干扰,从而进一步加剧情况。为了稳定系统,防止LVRT过程中出现过电流,必须对系统的无功功率注入进行控制。该方案通过插入式控制器的比例增益调节来平衡有功功率。与传统的LVRT方法相比,该方法具有更高的成本效益。在正常运行时,实现正常的最大功率点跟踪(MPPT)方案。但在故障情况下,增加一个额外的比例控制器来辅助光伏电源电压曲线的下垂特性,达到系统稳定。对4kW并网光伏系统进行了仿真,并对LVRT工况进行了测试。观察到,在过渡模式下,控制器的响应快速且无缝。
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引用次数: 2
期刊
2019 International Conference on Power Electronics, Control and Automation (ICPECA)
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