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2017 6th International Conference on Computer Applications In Electrical Engineering-Recent Advances (CERA)最新文献

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Comparative analysis of dual active bridge isolated DC to DC converter with single phase shift and extended phase shift control techniques 采用单相移相和扩展移相控制技术的双有源桥隔离DC - DC变换器的比较分析
Anupam Kumar, A. H. Bhat, P. Agarwal
Bidirectional energy transfer capability is the central part of a lot of modern power conversion systems. Preferably, for reduction of size, weight and cost these systems use a single high efficiency power electronic conversion system. A dual active bridge converter having two DC-AC converters connected back to back through an AC inductor/transformer is a common topology used for obtaining high efficiency bidirectional power conversion. Some characteristic features of the DAB converter topology are bidirectional power flow capability, inherent soft switching, high power density, high efficiency, galvanic isolation and low number of passive components. In this paper, circuit operation, design, and comparison of efficiency, switch stress, and closed loop operation for step load variation are discussed. Two common control strategies namely single phase shift, and extended phase shift are compared and respective waveforms are shown.
双向能量传递能力是许多现代电力转换系统的核心部分。优选地,为了减小尺寸、重量和成本,这些系统使用单个高效电力电子转换系统。双有源桥式变换器具有两个DC-AC变换器通过交流电感/变压器背靠背连接,是用于获得高效率双向功率转换的常见拓扑结构。DAB变换器拓扑结构具有双向潮流能力、固有软开关、高功率密度、高效率、电流隔离和无源器件数量少等特点。本文讨论了负载阶跃变化时的电路运行、设计、效率、开关应力和闭环运行的比较。比较了两种常用的控制策略,即单相移相和扩展移相,并给出了各自的波形图。
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引用次数: 20
A novel method to predict moisture in cellulosic insulation of power transformer with improved accuracy using time domain spectroscopy data 提出了一种利用时域光谱数据预测电力变压器纤维绝缘含水率的新方法,提高了预测精度
R. Goel, H. C. Verma, A. Baral, S. Chakravorti
Researchers have shown that analysis of Time Domain Spectroscopy (TDS) data is an effective tool for condition assessment of oil-paper insulation system. Among various TDS data, Polarization-Depolarization Current (PDC) has gained popularity in recent times. Accuracy of non-invasive technique (like analysis of PDC data) has always been a topic of concern among utilities. This accuracy can be improved by better understanding of dielectric response function as a function of paper-moisture content and aging byproducts. In this research work, a non-linear relation between paper-moisture and some commonly measured insulation sensitive performance parameters is reported. Related analysis presented in the paper show that the proposed relationship, compared to other existing techniques, is capable of providing better accuracy in predicting paper-moisture value. The proposed technique is tested using data collected from several laboratory samples.
研究表明,时域光谱(TDS)数据分析是油纸绝缘系统状态评估的有效工具。在各种TDS数据中,极化-去极化电流(PDC)是近年来比较流行的一种测量方法。无创技术(如PDC数据分析)的准确性一直是公用事业公司关注的话题。通过更好地理解介电响应函数作为纸张含水量和老化副产物的函数,可以提高这种准确性。在本研究中,报告了纸张湿度与一些常用的绝缘敏感性能参数之间的非线性关系。本文的相关分析表明,与其他现有技术相比,所提出的关系能够提供更好的纸张水分值预测精度。利用从几个实验室样本中收集的数据对所提出的技术进行了测试。
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引用次数: 2
The effect of solar power injection on aging of a distribution transformer 太阳能注入对配电变压器老化的影响
Kanhaiya Kumar, G. Kumbhar
To maintain the reliability of power supply, proper functioning of all equipment is necessary. The distribution transformers constitute a major part of a distribution system and its remaining life should be properly investigated. Renewable energy sources are integrated into a distribution system to reduce losses, improving voltage profile and save energy cost. This may affect the life of equipment present in the existing system. In this paper, a practical distribution system with installed rooftop solar photo-voltaic (PV) units is considered for investigation. Total study periods has been divided into three parts. The benefits of PV in terms of the life of the transformers have been quantified for the each part. For PV integration and time-series load flow simulation, MATLAB component objective model (COM) interface of OpenDSS is used. The actual load, load shape, temperature and irradiation data have been collected to prepare input to the simulation model. The results show that there is a considerable decrease in the rate of aging of the distribution transformer.
为了保持供电的可靠性,所有设备的正常运行是必要的。配电变压器是配电系统的重要组成部分,应对其剩余寿命进行合理的研究。将可再生能源集成到配电系统中,以减少损耗,改善电压分布并节省能源成本。这可能会影响现有系统中设备的使用寿命。本文以安装屋顶太阳能光伏发电机组的实际配电系统为研究对象。整个学习时间分为三个部分。光伏在变压器寿命方面的好处已被量化为每个部分。采用OpenDSS的MATLAB组件目标模型(COM)接口进行光伏积分和时间序列潮流仿真。收集了实际载荷、载荷形状、温度和辐照等数据,为仿真模型的输入做准备。结果表明,配电变压器的老化率有较大幅度的降低。
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引用次数: 8
Multi-stage voltage dependent load modelling of fast charging electric vehicle 快速充电电动汽车多级电压负荷建模
Akanksha Shukla, K. Verma, R. Kumar
Increased penetration of Electric Vehicle (EV) in the recent past introduces new type of load in the distribution system. Charging of EV may overload the system components, increase voltage deviation and system losses. To analyse the impact of charging of EV on distribution, there is a need of modelling of EV charging load. Currently Constant Power Load (CPL) is considered for the load modelling which does not represent dependency of charging load with the system voltage. In this paper, an accurate load modelling of EV is done considering the charging behaviour of EV. Single stage and multi-stage time variant coefficients of ZIP load model and exponential load model are estimated to model the voltage dependency based on the EV charging characteristics. Estimation problem is formulated as least square minimization problem. Quadratic Programming (QP) and Differential Evolution (DE) is used to solve the estimation problem for ZIP load model and exponential load model respectively.
近年来,电动汽车的普及给配电系统带来了新的负荷类型。电动汽车充电会使系统元件过载,增加电压偏差和系统损耗。为了分析电动汽车充电对电网分布的影响,需要对电动汽车充电负荷进行建模。目前的负荷建模考虑的是恒功率负荷(CPL),它不表示充电负荷与系统电压的依赖关系。本文考虑了电动汽车的充电特性,建立了电动汽车的精确负荷模型。基于电动汽车充电特性,估计了ZIP负荷模型和指数负荷模型的单阶段和多阶段时变系数。将估计问题表述为最小二乘最小化问题。采用二次规划(QP)和差分进化(DE)分别求解ZIP负荷模型和指数负荷模型的估计问题。
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引用次数: 10
Optimal pole placement for a self tuning PID controller 自整定PID控制器的最优极点配置
S. Behera, Matruprasad Jyotiranjan, B. B. Pati
A stable PID controller design can be carried out by properly choosing pole location for desired performance in pole placement approach. Here the control of a plant represented by second order model is carried out by self-tuning adaptive PID (STC-PID) controller based on optimal pole placement design. The pole placement design is carried out by Particle Swarm Optimization (PSO) technique for STC-PID, in conjunction with on-line identification using recursive least square (RLS) parameter estimation method with directional forget factor for an Auto Regression Exogenous (ARX) model. The designed optimal pole placement self-tuning PID (PSO-PP STC-PID) Controller excels in performance to that of fixed-gain optimal PID Controller under parameter variation and random input. The design approach is applied to a case of Hybrid Power Generation System (HPGS) and the performance is presented in a comparative manner.
在极点配置方法中,通过合理地选择极点位置以达到理想的性能,可以实现稳定的PID控制器设计。本文采用基于最优极点配置设计的自整定自适应PID (STC-PID)控制器对以二阶模型表示的对象进行控制。采用粒子群优化(PSO)技术对STC-PID进行极点配置设计,并结合带有方向性遗忘因子的递推最小二乘(RLS)参数估计方法对自回归外生(ARX)模型进行在线辨识。所设计的最优极点自整定PID (PSO-PP STC-PID)控制器在参数变化和随机输入条件下的性能优于定增益最优PID控制器。将该设计方法应用于某混合动力发电系统,并对其性能进行了对比分析。
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引用次数: 2
Secured zone 3 protection during load enchrochment using synchrophasors 在使用同步相量的负载增强期间,安全区域3保护
S. Sarangi, P. Jena
Load encroachment function fails to prevent zone 3 maloperation during high reactive loading condition. Such maloperations often causes in cascaded tripping which leads to wide area blackouts. In this work, a group of Phasor Measurement Units (PMUs) are selected to support the distance relay decision during load encroachment. An index D is computed using change in magnitude and phase angle of voltage collected from the selected PMU buses. The negative D depicts a load encroachment and supports the zone 3 decision when apparent impedance enters inside zone 3 characteristic. Performance of proposed method is tested with IEEE 39-bus simulated in EMTDC/PSCAD. Results show the accuracy of the proposed method.
负载侵占功能无法防止3区在高无功负荷工况下的误操作。这类误操作通常会引起级联跳闸,导致大面积停电。在这项工作中,选择一组相量测量单元(pmu)来支持负载侵占时的距离继电器决策。利用从选定的PMU总线收集的电压的幅度和相位角的变化来计算指标D。负D表示负载侵占,当视阻抗进入3区特性时支持3区判定。在EMTDC/PSCAD环境下,用IEEE 39总线仿真测试了该方法的性能。结果表明了该方法的准确性。
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引用次数: 2
Per phase power balancing in grid connected cascaded H-bridge multilevel converter for solar PV application 太阳能光伏并网级联h桥多电平变换器的每相功率平衡
Rahul Sharma, A. Das
Three phase power in solar PhotoVoltaic (PV) application is often unbalanced due to non-uniform radiation and temperature level on each cluster solar PV array. This is also true for PV fed cascaded H-bridge (CHB) multilevel converter. Thus the grid current supplied by the converter is unbalanced which is not desirable in balanced grid system. For supplying balanced three phase current, a common mode voltage is added with the pole voltages of CHB converter. It circulates active and reactive power in the phase clusters and allows balanced three phase power to be supplied to the grid. This paper presents a geometrical approach to calculate common mode voltage during unequal power level on three phase cluster. The capacitor voltage balancing of individual cluster and cell are also presented during different power level in the cell. Mathematical derivation of common mode voltage based on unequal phase cluster power are also included in the paper. Phase shifted Sinusoidal Pulse width modulation (SPWM) technique is used to operate the CHB multilevel converter. Simulation results of three phase current balancing during non-uniform radiation are verified using Matlab/Simulink.
在太阳能光伏应用中,由于每组太阳能光伏阵列上的辐射和温度水平不均匀,三相功率往往不平衡。对于PV馈电级联h桥(CHB)多电平变换器也是如此。因此,变流器提供的电网电流是不平衡的,这在平衡电网系统中是不可取的。为了提供平衡的三相电流,在CHB变换器的极电压上加一个共模电压。它在相簇中循环有功和无功功率,并允许向电网提供平衡的三相功率。本文提出了一种计算三相簇不等功率时共模电压的几何方法。研究了电池在不同功率水平下,单体电池和单体电池的电容电压平衡问题。本文还对基于不等相簇功率的共模电压进行了数学推导。采用相移正弦脉宽调制(SPWM)技术对CHB多电平变换器进行控制。利用Matlab/Simulink对非均匀辐射下三相电流平衡的仿真结果进行了验证。
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引用次数: 3
Alpha-trimmed first order statistics for the classification of liver US images 肝脏超声图像分类的一阶统计量
Nishant Jain, Vinod Kumar
US images are contaminated with speckle noise. To reduce the effect of speckle noise in the extraction of FOS, in this paper it is proposed to remove some of the pixels from both sides of the lower and higher pixel intensities arranged in order of intensity of an image, before the evaluation of FOS features. It is somewhat similar to alpha-trimmed filtering of images and hence in this paper this enhanced FOS method is called as alpha-trimmed FOS. To show the effectiveness of the proposed alpha-trimmed FOS method, features extracted from this method are used for the classification of liver ultrasound images and the classification accuracy obtained is compared with the accuracy obtained using the features extracted from normal FOS method. In the paper performance of proposed method is evaluated using two classifiers (Neural network and SVM). For alpha-trimmed FOS features, best accuracy obtained by neural network is 66.86% which is far better than the classification accuracy of 34.91% obtained with normal FOS features. Classification accuracy obtained by SVM with alpha-trimmed FOS features is 59.76% which is better as compared to accuracy of 53.85% obtained with normal FOS features.
美国图像受到斑点噪声的污染。为了降低散斑噪声对FOS提取的影响,本文提出在评价FOS特征之前,先去除图像中按强度顺序排列的高、低像素强度两侧的一些像素。它有点类似于图像的alpha-trim滤波,因此在本文中这种增强的FOS方法被称为alpha-trim FOS。为了证明所提出的α -修剪FOS方法的有效性,将该方法提取的特征用于肝脏超声图像的分类,并将其分类精度与正常FOS方法提取的特征的分类精度进行比较。本文采用神经网络和支持向量机两种分类器对该方法的性能进行了评价。对于α -修剪的FOS特征,神经网络的分类准确率为66.86%,远远优于正常FOS特征的分类准确率34.91%。经过alpha裁剪的FOS特征的SVM分类准确率为59.76%,优于正常FOS特征的53.85%。
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引用次数: 0
A novel hybrid approach using wavelet transform, time series time delay neural network, and error predicting algorithm for day-ahead electricity price forecasting 基于小波变换、时间序列时滞神经网络和误差预测算法的日前电价预测新方法
Abhinav Aggarwal, M. M. Tripathi
This paper presents a novel hybrid intelligent algorithm to forecast day-ahead electricity prices in the ISO New England market for 2014. The proposed algorithm is consisting of signal processing technique based on wavelet transform (WT), a Time Series Time Delay Artificial Neural Network (TSDNN) based prediction network and an error predicting algorithm (EP) based on TSDNN. A comprehensive comparative analysis using the proposed hybrid model, with the specified data from ISO New England website shows significant improvement in forecast error by more than 71.8% for daily price forecasts. Furthermore, a high degree of accuracy of the proposed model is established due to low values obtained for the root mean square error (RMS) and mean absolute error (MAE). The analysis of the performance of the algorithm using both, standard and new performance parameters-Are done to measure the robustness of the proposed hybrid intelligent model. In addition, the rapid adaptability of the proposed hybrid model is also evaluated using the ISO NE electricity market.
本文提出了一种新的混合智能算法来预测2014年ISO新英格兰市场的日前电价。该算法由基于小波变换(WT)的信号处理技术、基于时间序列时间延迟人工神经网络(TSDNN)的预测网络和基于TSDNN的误差预测算法组成。采用本文提出的混合模型与ISO新英格兰网站的指定数据进行综合对比分析,结果表明,每日价格预测的预测误差显著提高,降幅超过71.8%。此外,由于获得了较低的均方根误差(RMS)和平均绝对误差(MAE),因此该模型具有较高的精度。采用标准和新的性能参数对算法的性能进行了分析,以衡量所提出的混合智能模型的鲁棒性。此外,本文还利用ISO NE电力市场对混合模型的快速适应性进行了评估。
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引用次数: 6
Internal arc fault simulation using CFD to predict thermal behavior in switchgear 利用 CFD 进行内部故障电弧模拟,预测开关设备的热行为
Parkash Kumar, Amol Kale, M. Ranade
During an event of internal arc fault in LV/MV switchgears an electrical energy of the order of several Mega-joules is released which should be dissipated in the span of few milliseconds. Major portion of this energy is utilized in the heating of the enclosure gases resulting in the significant pressure rise inside the chamber. Objective of the simulation model developed is to improve design efficiency, increased safety, and especially to minimise real-world testing. Internal arc parameters such as pressure rise in various compartment, exhaust gas temperature, indicator temperature and pressure on panel walls are investigated with CFD simulation methodology. A 3-D CFD simulation of high temperature gases in LV/MV panel is carried out with coupled interactions between flow, temperature, turbulence and radiation fields taken into account. The internal temperature and pressure rise due to internal arc at different locations in breaker, cable and busbar compartment were compared. The same is used further to analyse structural forces and stresses on the panel members. Temperature rise at different locations on indicator walls which are modelled at a distance of 300 mm from panel were estimated from simulation. Visualization of the temperature, pressure and flow field is possible with CFD model.
在低压/中压开关设备发生内部电弧故障时,会释放出几百万焦耳的电能,这些电能应在几毫秒的时间内耗散。这些能量的主要部分被用于加热外壳气体,导致腔体内压力显著上升。开发模拟模型的目的是提高设计效率,增加安全性,尤其是最大限度地减少实际测试。利用 CFD 模拟方法研究了内部弧参数,如各隔室的压力上升、废气温度、指示器温度和面板壁上的压力。考虑到流动、温度、湍流和辐射场之间的耦合相互作用,对低压/中压面板中的高温气体进行了三维 CFD 模拟。比较了断路器、电缆和母线室不同位置的内部电弧导致的内部温度和压力上升。同样的数据还可进一步用于分析面板部件上的结构力和应力。模拟估算了距离面板 300 毫米的指示器壁上不同位置的温升。利用 CFD 模型可实现温度、压力和流场的可视化。
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引用次数: 2
期刊
2017 6th International Conference on Computer Applications In Electrical Engineering-Recent Advances (CERA)
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