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2015 International Conference on Power and Advanced Control Engineering (ICPACE)最新文献

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Improved State Estimation by optimal placement of measurement devices in Distribution System with DERs 带DERs配电系统中测量装置优化布置的改进状态估计
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274953
Kashyap Vasudevan, Chandra Shekhar Reddy Atla, K. Balaraman
With the increasing penetration of Distributed Energy Resources (DERs), a fast and reliable Distribution System State Estimation (DSSE) of a distribution system, with reasonable accuracy, has become vital for all planning and operating studies. However, as a distribution system cannot have measurement devices at all nodes, this estimation must rely on least possible measurements. This paper proposes an algorithm to place the optimum number and location of measurement devices on a radial distribution network. The algorithm is based on backward-forward sweep method for the state estimation and a search algorithm for decision making. The possible uncertainties introduced by the measurement devices and the random changes in the loading conditions are considered to yield a reliable solution to the placement problem. The accuracy of the solution is obtained through a Weighted Least Square (WLS) approach. This approach is demonstrated on a benchmark network.
随着分布式能源的日益普及,如何快速、可靠、准确地对配电系统进行状态估计已成为电网规划和运行研究的重要内容。然而,由于配电系统不可能在所有节点上都有测量设备,因此这种估计必须依赖于尽可能少的测量。本文提出了一种在径向配电网中设置最优测量装置数量和位置的算法。该算法基于前向扫描法进行状态估计,基于搜索算法进行决策。考虑了测量装置可能引入的不确定性和加载条件的随机变化,从而得出了放置问题的可靠解决方案。通过加权最小二乘(WLS)方法获得了解的精度。该方法在一个基准网络上进行了演示。
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引用次数: 10
Genetic algorithm based maximum power tracking in solar power generation 基于遗传算法的太阳能发电最大功率跟踪
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274907
Prakash Kumar, Gaurav Jain, D. K. Palwalia
This paper presents genetic algorithm (GA) based maximum power point tracking (MPPT) for photovoltaic (PV) array integrated with battery storage unit (BSU) as power generation unit in standalone mode. PV generation depends on solar irradiance, site location and environmental factors like temperature, wind and. Thus output of PV output is fluctuating in nature and the addition of non linear load make the situation more critical. GA based MPPT for PV generation works for local optimal solution. DC/DC and boost converter has been used to obtain rated desired rated voltage. BSU acts as secondary source to ensure uninterrupted power supply. A suitable three phase voltage source inverter (VSI), at point of common coupling (PCC), provides regulated power supply. Boost converters incorporating proportional controller (PI) increases PV voltage up to 400V. Conventionally used perturb and observe (PO) algorithm has been used for comparative study. Controlled pulse width modulated (PWM) switching pulse for converter unit and single section LC filter at output terminal eliminates harmonic components. To exhibit the system compatibility resistive, reactive, asynchronous induction motor and nonlinear load has been switched at different instants for variable solar irradiance and temperature.
针对单机模式下以电池储能单元(BSU)为发电单元的光伏阵列,提出了基于遗传算法的最大功率点跟踪方法。光伏发电取决于太阳辐照度、场地位置以及温度、风力和湿度等环境因素。因此,光伏发电的输出具有波动性,非线性负荷的加入使情况更加严峻。基于遗传算法的光伏发电最优解求解是局部最优解。使用DC/DC和升压变换器来获得期望的额定电压。BSU作为二次电源,保证不间断供电。一个合适的三相电压源逆变器(VSI),在共耦合点(PCC),提供稳压电源。升压转换器结合比例控制器(PI)增加PV电压高达400V。采用传统的摄动观测算法进行了对比研究。控制脉宽调制(PWM)开关脉冲转换器单元和输出端单段LC滤波器消除谐波成分。为了展示系统的兼容性,电阻、无功、异步感应电机和非线性负载在不同的时刻被转换为不同的太阳辐照度和温度。
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引用次数: 39
Modeling, simulation and comparative study of new compound alloy based P-I-N solar cells - An efficient way of energy management 新型复合合金P-I-N太阳能电池的建模、仿真与对比研究——一种有效的能量管理方法
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274922
R. Sengupta, V. Prashant, Tapas Chakrabarti, S. Sarkar
This work is concentrated on developing a model of PIN solar cell with some III-V compound material. Two new compound materials are used in this solar cell. One of them consists of Gallium Indium Phospide (GaInP) and Aluminium (Al), which reached the band-gap energy of 4.30eV with an absorption coefficient of 1.69e-4 cm-1. Another one consists of Gallium Arsenide (GaAs) and Aluminium (Al), reaching a band gap energy (Eg) of 4.6 eV and absorption coefficient of 1.81e-4 cm-1. As the band gap energy of the material is increased, the material can absorb more photon energy from the optical source and can convert the optical energy into electrical energy more efficiently. The new modeled PIN solar cell made of AlGaInP/AlGaAs has been developed in SILVACO TCAD which is a virtual fabrication and simulation lab. The cell has achieved the conversion efficiency of 51.50% with a Fill Factor (FF) of 91% under the AM1.5 illumination (1000 suns).
本文主要研究了用III-V复合材料制备PIN太阳能电池的模型。这种太阳能电池使用了两种新的复合材料。其中一种由镓铟磷化(GaInP)和铝(Al)组成,带隙能量达到4.30eV,吸收系数为1.69e-4 cm-1。另一种由砷化镓(GaAs)和铝(Al)组成,带隙能(Eg)达到4.6 eV,吸收系数为1.81e-4 cm-1。随着材料带隙能量的增加,材料可以从光源中吸收更多的光子能量,并且可以更有效地将光能转化为电能。在SILVACO TCAD虚拟制造与仿真实验室中,研制了AlGaInP/AlGaAs新型PIN太阳能电池模型。在AM1.5照度(1000太阳)下,电池的转换效率为51.50%,填充系数(FF)为91%。
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引用次数: 3
A multiple environment dispatch problem solution using ant colony optimization for micro-grids 基于蚁群优化的微电网多环境调度问题求解
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274927
I. Trivedi, Dhaval K. Thesiya, A. Esmat, Pradeep Jangir
Micro-grids have spread in many distribution systems worldwide. They offer safe and reliable operation for their consumers by managing the micro-grids' power generation and trading with the main grid. Furthermore, micro-grids can help in integrating and promoting for Renewable Energy Sources (RES) and reducing the environmental impacts of traditional centralized generation. This paper proposes multiple environment dispatch problem solution in micro-grids using Ant Colony Optimization (ACO) technique to solve the generation dispatch problem. A combined cost optimization scheme is investigated to minimize both operational cost and emission levels while satisfying the micro-grid's load demand. Furthermore, the proposed multiple environment dispatch problem solution is used to evaluate promoting RES implementation in micro-grids despite of their high capital cost using the combined economic emission dispatch problem. The proposed multiple environment dispatch solution was implemented using MatLab and tested on two case studies with and without RES-Wind Turbine-Solar (WT-PV). The obtained results from the proposed technique are compared with those calculated using other Techniques; Gradient to evaluate the proposed method. The outcomes are evaluated and discussed. Finally, conclusions are reported.
微电网已经在世界范围内的许多配电系统中广泛应用。他们通过管理微电网的发电和与主电网的交易,为用户提供安全可靠的运行。此外,微电网可以帮助整合和促进可再生能源(RES),减少传统集中式发电对环境的影响。本文提出了一种利用蚁群优化技术求解微电网多环境调度问题的方法。在满足微网负荷需求的前提下,提出了一种综合成本优化方案。在此基础上,利用提出的多环境调度问题方案,结合经济排放调度问题,对微电网在高投资成本条件下促进可再生能源的实施进行了评估。提出的多环境调度解决方案在MatLab中实现,并在两个案例研究中测试了有无RES-Wind - turne - solar (WT-PV)。将该方法的计算结果与其他方法的计算结果进行了比较;提出了梯度评价方法。评估和讨论结果。最后,报告了结论。
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引用次数: 36
Intelligent bearing fault monitoring system using support vector machine and wavelet packet decomposition for induction motors 基于支持向量机和小波包分解的感应电机轴承故障智能监测系统
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274969
Hari Om Vishwakarma, K. S. Sajan, Bhaskar Maheshwari, Yougal Deep Dhiman
In this paper an intelligent condition monitoring of induction motor based on the wavelet packet decomposition and time domain features have been presented. The classification has been done using the support vector machine (SVM) on the basis of statistical learning theory. The data has been collected on a 10 HP induction motor in the lab having different bearing defects using piezoelectric type accelerometer. The signal is then processed to extract the time domain and wavelet features. Wavelet packet decomposition is used to extract the features from time-frequency domain. In this work, 3rd level wavelet packet decomposition has been considered. The experimental results shows that the classification of the bearing faults of the induction motor based on wavelet packet decomposition and time domain features and pattern recognition using support vector machine provides a new approach for intelligent bearing fault diagnosis of induction motor. GUI using MATLAB is developed for the work to make it more users friendly.
本文提出了一种基于小波包分解和时域特征的感应电机状态智能监测方法。在统计学习理论的基础上,利用支持向量机(SVM)进行分类。使用压电式加速度计在实验室中对具有不同轴承缺陷的10 HP感应电机进行了数据收集。然后对信号进行处理,提取时域和小波特征。采用小波包分解从时频域提取特征。本研究考虑了小波包三阶分解。实验结果表明,基于小波包分解和时域特征的异步电动机轴承故障分类以及基于支持向量机的模式识别为异步电动机轴承故障智能诊断提供了一种新的方法。使用MATLAB为本工作开发了GUI,使其更加用户友好。
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引用次数: 8
Simulation and analysis of common mode voltage, bearing voltage and bearing current in two-level and three-level PWM inverter fed induction motor drive with long cable 二电平和三电平PWM逆变馈电动机长电缆驱动共模电压、轴承电压和轴承电流的仿真分析
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274947
Sharana Reddy, B. Basavaraja
A Pulse Width Modulation (PWM) Voltage Source Inverter (VSI) fed induction motor drive has superior dynamic characteristics than sine wave driven induction motor. But it has a problem with induced bearing voltage and high frequency bearing current that flows through bearings due to parasitic capacitive coupling that results in premature bearing failure. In many industrial applications the PWM inverters and motors must be at separate locations thus requiring long motor cable, which contributes over voltage and higher common mode voltage at the motor terminal due to voltage reflection phenomenon. Higher common mode voltage results in higher induced shaft voltage and bearing currents. This paper presents simulation and analysis of influence of motor cable length on the magnitude of common mode voltage, bearing voltage and bearing current in two level and three level diode clamped multilevel inverter fed induction motor drive. The dv/dt of common mode voltage and bearing voltage also presented. Simulation is carried out using MATLAB/simulink.
脉宽调制(PWM)电压源逆变器(VSI)馈电异步电机驱动器具有比正弦波驱动异步电机更好的动态特性。但由于寄生电容耦合导致轴承过早失效,它存在感应轴承电压和流经轴承的高频轴承电流的问题。在许多工业应用中,PWM逆变器和电机必须位于不同的位置,因此需要较长的电机电缆,由于电压反射现象,这会导致电机终端的过电压和较高的共模电压。较高的共模电压导致较高的感应轴电压和轴承电流。仿真分析了二电平和三电平二极管箝位的多电平变频馈电电动机驱动中电动机电缆长度对共模电压、轴承电压和轴承电流大小的影响。给出了共模电压和轴承电压的dv/dt。利用MATLAB/simulink进行仿真。
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引用次数: 4
A study on leakage current characteristics of polymeric insulators for different pollution layers 不同污染层下聚合物绝缘子泄漏电流特性研究
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274977
N. Sunitha, K. Ravi, R. Prakash, Pushpanjali
In practice insulators are exposed to various weather conditions throughout the year and they influence surface of the polymeric insulators. This paper deals with study on the leakage current of polluted polymeric insulators. It is well known that polymeric insulators are having very good hydrophobicity. Researchers are presently working on the recovery of hydrophobicity and also on hydrophobicity of polluted polymeric insulators. In this regard, it is to be understood that whether hydrophobicity still persists for medium and heavily polluted polymeric insulators. ie, whether hydrophobicity transfer occurs on a polluted polymer insulators. This experimental investigation is being carried out in order to understand whether hydrophobicity persists for thin, medium and thickly coated polymeric insulators. The paper gives the results of the experiments. It can be observed from the results that thin coating on polymer insulators results in lower current and the thickly coated polymer insulators draws higher currents and the current drawn by the medium coated insulator falls in between.
在实践中,绝缘子全年暴露在各种天气条件下,它们会影响聚合物绝缘子的表面。本文对污染的聚合物绝缘子的泄漏电流进行了研究。众所周知,聚合物绝缘体具有很好的疏水性。目前,研究人员正在研究如何恢复聚合物绝缘体的疏水性,以及污染后聚合物绝缘体的疏水性。在这方面,需要了解的是,中等污染和重度污染的聚合物绝缘子是否仍然存在疏水性。即,被污染的聚合物绝缘体上是否发生疏水性转移。本实验研究是为了了解疏水性是否持续存在于薄,中,厚涂层聚合物绝缘体。文中给出了实验结果。从结果可以看出,薄涂层聚合物绝缘子的电流较小,厚涂层聚合物绝缘子的电流较大,而中涂层聚合物绝缘子的电流介于两者之间。
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引用次数: 2
A Feed forward Voltage Mode Controlled ZVS based Phase shifted 300W full bridge DC-DC converter for military application 军用300W全桥移相DC-DC变换器的前馈电压模式控制ZVS
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274950
M. Ahmed, A. Usha, I. Shirsi, B. Singh, B. Prakash
This paper is a conversion solution to an advanced development of critical power supply systems in military application. A compact size high power density i.e. 25.26 watt/inch3 DC-DC converter is designed and developed. An appropriate topology of a ZVS based Phase Shifted full -bridge DC-DC converter is selected based on advantages of reduced switching losses and stresses with fixed switching frequency of 100KHZ. A PWM Controller UC1875 is used which has features of programmable output delay for resonant switching action with both voltage and current modes of controlling options. A feed forward voltage mode control is utilized which is easier to design and analyze with good noise margin and stable modulation process and improved line regulation. The Proposed topology is implemented on a hardware prototype with a single output of 30V/10A using input voltage that ranges from 18-36V with an efficiency greater than 80%. An opto-isolation is provided instead of transformer for feedback loop to minimize the size, complexity and cost. A fault tolerant design, this converter host circuit protection features such as over voltage, over current, efficient thermal protection and inbuilt EMI/EMC filters. The converter is realized in a very small size of 102mm×92mm×20.5mm aluminum package.
本文是军用关键电源系统先进发展的一种转换解决方案。设计并开发了一种紧凑的高功率密度,即25.26瓦/英寸的DC-DC转换器。基于ZVS移相全桥DC-DC变换器在100KHZ固定开关频率下具有减小开关损耗和应力的优点,选择了合适的拓扑结构。采用PWM控制器UC1875,该控制器具有可编程输出延迟,可用于具有电压和电流两种控制模式的谐振开关动作。采用了一种易于设计和分析的前馈电压模式控制,具有良好的噪声裕度和稳定的调制过程,改善了线路调节。所提出的拓扑结构在一个硬件原型上实现,其单输出为30V/10A,输入电压范围为18-36V,效率大于80%。提供光隔离,而不是变压器的反馈回路,以尽量减少尺寸,复杂性和成本。该转换器采用容错设计,具有过压、过流、高效热保护和内置EMI/EMC滤波器等主机电路保护功能。转换器是实现在一个非常小的尺寸102mm×92mm×20.5mm铝封装。
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引用次数: 2
Modeling and output feedback control of Flexible Inverted Pendulum on Cart 推车上柔性倒立摆的建模与输出反馈控制
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274987
Sanket K. Gorade, P. Gandhi, S. Kurode
A simplified mechanical model is presented in this paper for Flexible Inverted Pendulum with Tip Mass on Cart (FTPTMC) system. Also control input to be fed to the cart in order to stabilize the inverted flexible pendulum upright with reduced vibrations, is suggested along with. Flexibility of pendulum is accounted by the assumption of linear springs in system structure. Energy approach is used to frame the mathematical model using first principle method. Validation of proposed model is done by comparison of model simulation outputs with experimental results from actual plant. A simple Proportional Integral Derivative (PID) control is then applied to the system achieving output feedback control. In this process, only the cart motion information is fed back to the controller, while the angular displacement data of flexible inverted pendulum is not available. Yet, the pendulum oscillations are controlled and vibrations are reduced by assigning definite motion to the cart. Simulation outputs show that smooth PID controlled cart movement reduces the pendulum oscillations.
本文建立了一种具有尖端质量的柔性倒立摆系统的简化力学模型。此外,还建议控制输入馈送到小车,以稳定倒立柔性摆直立与减少振动。利用系统结构中线性弹簧的假设来解释摆的柔性。采用第一性原理法,利用能量法建立数学模型。将模型仿真结果与实际装置的实验结果进行了比较,验证了模型的有效性。然后将简单的比例积分导数(PID)控制应用于系统,实现输出反馈控制。在此过程中,仅将小车运动信息反馈给控制器,而没有柔性倒立摆的角位移数据。然而,通过赋予小车一定的运动,钟摆的摆动得到了控制,振动得到了减少。仿真结果表明,平滑PID控制的小车运动减少了摆振。
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引用次数: 7
Voltage statbility analysis using Lyapunov function obtained by Krasovskii's method 用Krasovskii方法得到的Lyapunov函数进行电压稳定性分析
Pub Date : 2015-09-24 DOI: 10.1109/ICPACE.2015.7274931
S. K. Bhagat, Amresh Kumar, Binod Rai
Stability analysis of a nonlinear dynamic system is a challenging task since long time in power system. However, in this paper Lyapunov function is used to find the stability of a nonlinear system very easily without calculating the exact solution. The Lyapunov function, that analyzes the stability of single machine infinite bus system, is constructed using Krasovskii's method. The results obtained by the proposed method shows the variation in energy contents with the variation in load angles and load voltages, for a particular value of generator rotor angle.
长期以来,电力系统非线性动态系统的稳定性分析一直是一个具有挑战性的课题。然而,本文采用Lyapunov函数来求非线性系统的稳定性,不需要计算精确解。利用Krasovskii的方法构造了用于分析单机无限总线系统稳定性的Lyapunov函数。所得结果表明,当发电机转子角一定时,能量随负载角和负载电压的变化而变化。
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引用次数: 3
期刊
2015 International Conference on Power and Advanced Control Engineering (ICPACE)
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