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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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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
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
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
Voltage and frequency control of a hybrid Wind-Diesel system using SVC and predictively controlled SMES 基于SVC和预测控制SMES的混合动力系统电压和频率控制
M. Y. Zargar, M. Mufti, S. A. Lone
This paper focuses on the simultaneous frequency and voltage control of an isolated hybrid wind-diesel power system using Superconducting magnetic energy storage (SMES) system and static Var compensator(SVC). Since inertia of the system is small, any disturbance in load will cause electromechanical oscillations which degrades the power quality(both voltage and frequency) of the system. Center of inertia technique (COI) is used to estimate the system frequency which is used for controlling SMES unit. SMES unit is used to modulate the active power using an adaptive predictive control scheme which generates reference power for the SMES and forces it to follow the power command. Reactive power control is achieved by SVC. Both SMES and SVC are modelled as controlled current sources and act as sources/sinks of active and reactive power respectively. Simulation results show that the deviations in voltage and frequency are reduced considerably by incorporation of SMES and SVC at a specified bus in the system.
研究了采用超导磁储能系统(SMES)和静态无功补偿器(SVC)的隔离型混合风-柴油发电系统的同步频率和电压控制。由于系统的惯性较小,负载中的任何扰动都会引起机电振荡,从而降低系统的电能质量(电压和频率)。采用惯量中心技术(COI)对系统频率进行估计,并用于控制SMES机组。SMES单元采用自适应预测控制方案对有功功率进行调制,该方案为SMES产生参考功率并强制其服从功率命令。无功控制由SVC实现。SMES和SVC都被建模为受控电流源,分别作为有功功率和无功功率的源/汇。仿真结果表明,在系统的指定母线上加入SMES和SVC,可以显著降低电压和频率的偏差。
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引用次数: 7
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
Superimposed positive sequence voltage and current based islanding detection techniques for microgrid 基于叠加正序电压和电流的微电网孤岛检测技术
Abhisek Mishra, P. Jena
This paper presents an islanding detection technique using superimposed positive sequence voltage and current for microgrid system. The conventional passive methods have the drawback of non-detection zone (NDZ), and active islanding detection methods introduce disturbance which might cause problems with reliability, stability, and power quality on a power system. Two systems are simulated using RSCAD/RTDS software and several test cases are generated to test the performance of the proposed technique.
提出了一种基于正序电压电流叠加的微电网孤岛检测技术。传统的无源检测方法存在无检测区(NDZ)的缺点,而主动孤岛检测方法会引入干扰,对电力系统的可靠性、稳定性和电能质量造成影响。利用RSCAD/RTDS软件对两个系统进行了仿真,并生成了几个测试用例来测试所提技术的性能。
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引用次数: 2
Fuzzy systems practices for aerodynamic parameter modeling of the aircraft 飞机气动参数建模的模糊系统实践
D. Singh, N. Verma, A. Ghosh, Appasaheb Malagaudanvar
This paper presents an application of fuzzy logic theory for aerodynamic modeling of the fixed wing aircraft. For the demonstration purpose, rolling moment control and stability derivatives of ATAS aircraft are extracted from the recorded flight data of nonlinear flight profile. Fuzzy logic based Takagi Sugeno Kang (TSK) model is used to represent the nonlinear dynamics of the aircraft, which can approximate it into several locally linear models. The method shows its benefit in case when it becomes very difficult to identify the equilibrium points (trim points) due to cross coupling and nonlinear complexities associated with modern aircraft. The grid based Rusipini type fuzzy partitions are used for input spaces and two triangular type membership functions are generated per input from the training data set. The fuzzy rules are extracted based on weighted least square algorithms and each rule corresponds to local linear model for mimicking of aerodynamic (control and stability) derivatives. Fivefold cross validation method is used to access the adequacy of the generated fuzzy model. The parameter tracking trends and mean square error for training and testing data sets show commendable modeling capability of TSK fuzzy model for extraction of aerodynamic derivatives.
本文介绍了模糊逻辑理论在固定翼飞机气动建模中的应用。为了演示,从记录的非线性飞行廓线飞行数据中提取ATAS飞机的滚转力矩控制和稳定性导数。采用基于模糊逻辑的Takagi Sugeno Kang (TSK)模型来表示飞机的非线性动力学,将其近似为若干局部线性模型。在现代飞机由于交叉耦合和非线性复杂性而难以确定平衡点(纵倾点)的情况下,该方法显示出其优点。输入空间采用基于网格的Rusipini型模糊划分,每个训练数据集的输入生成两个三角型隶属函数。基于加权最小二乘算法提取模糊规则,每个规则对应一个局部线性模型,用于模拟气动(控制和稳定)导数。采用五重交叉验证法对生成的模糊模型进行充分性检验。训练和测试数据集的参数跟踪趋势和均方误差表明,TSK模糊模型在提取气动导数方面具有良好的建模能力。
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引用次数: 2
Non-linear gain sixth-order boost converter 非线性增益六阶升压变换器
M. Veerachary
In this paper a non-linear gain sixth-order boost point of load converter is proposed. It is sixth-order topology, where its gain characteristic is contributed by a non-linear numerator term while denominator preserves the quadratic dependence. To examine the proposed converter performance, a detailed time-domain and steady-state analysis is presented. The L, C components expressions, along with steady-state operating point, are formulated in terms of ripple quantities. The state-space models are derived, for continuous inductor current-mode of operation, and then small-signal analysis is performed to identify the nature of the proposed converter during dynamics. Later on these transfer functions are used in the digital controller design. The proposed circuit is able to boost the load voltage to a higher value than the traditional quadratic boost converter reported in literature. A 48 V, 50 Watt prototype point of load converter with 12 V dc-battery as input is built to supply the power at constant load voltage. The proposed converter features are demonstrated both in simulations and experimentation.
本文提出了负载变换器的非线性增益六阶升压点。它是六阶拓扑,其增益特性由非线性分子项贡献,而分母保持二次依赖。为了检验所提出的变换器的性能,给出了详细的时域和稳态分析。L、C分量表达式以及稳态工作点都用纹波量表示。推导了连续电感电流工作模式的状态空间模型,然后进行了小信号分析,以确定所提出的变换器在动态过程中的性质。随后将这些传递函数用于数字控制器的设计。该电路能够将负载电压提升到比文献中报道的传统二次升压变换器更高的值。构建了一个48v, 50w的负载点转换器原型,以12v直流电池为输入,在恒定负载电压下供电。通过仿真和实验验证了该变换器的特性。
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引用次数: 0
Studies on the effect of void geometry and location on electric field distribution and partial discharge in XLPE insulated power cable by finite element analysis using COMSOL multiphysics simulation 利用COMSOL多物理场仿真软件进行有限元分析,研究了空隙几何形状和位置对交联聚乙烯绝缘电力电缆电场分布和局部放电的影响
Sambit Hore, Souryadeep Basak, N. Haque, S. Dalai, M. Mukherjee
Presence of partial discharges is a serious issue in the maintenance and condition monitoring of power cables. Under the effect of excess electrical field, the voids present in the insulation may go through breakdown, giving rise to the phenomenon of partial discharges. Repeated occurrence of partial discharges through a long period of time may lead to complete insulation failure. The partial discharge activity is dependent on the applied voltage, shape, size and location of voids and presence of minor protrusions on the conductor surface. In this study, the effect of all these factors was studied using a simulation model based on Finite Element Analysis (FEA) software. Three different void geometries were considered and their effect on partial discharge inception voltage, both in the presence and absence of protrusions, was studied. The location of the voids was also varied in the simulation study. From this work, an improved understanding of partial discharge within power cable insulation as well as its relationship with void geometry and location can be obtained.
局部放电的存在是电力电缆维护和状态监测中的一个严重问题。在过量电场的作用下,绝缘中存在的空隙可能发生击穿,产生局部放电现象。长时间反复出现局部放电可能导致完全绝缘失效。局部放电活动取决于施加的电压、空隙的形状、大小和位置以及导体表面上的小突起的存在。在本研究中,使用基于有限元分析(FEA)软件的仿真模型研究了所有这些因素的影响。考虑了三种不同的孔洞几何形状,研究了存在和不存在孔洞时孔洞几何形状对局部放电起始电压的影响。在模拟研究中,孔洞的位置也发生了变化。通过这项工作,可以更好地了解电力电缆绝缘内部的局部放电及其与空洞几何形状和位置的关系。
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引用次数: 10
Power quality improvement of grid interfaced solar PV using adaptive line enhancer based control scheme 基于自适应线路增强控制方案的并网太阳能光伏发电电能质量改善
Priyank Shah, Ikhlaq Hussain, Bhim Singh
This paper presents a control scheme based on sign least mean kurtosis (SLMK) with adaptive line enhancer for three phase grid interfaced solar photovoltaic (PV) system. The SLMK based control scheme serves manifold objectives such as load balancing, improve solar power penetration into the distributed network and power factor correction. The SLMK algorithm is used to extract weights of fundamental load current for each phase. Test results show satisfactory performance for a proposed system under steady state and dynamic conditions such as load unbalancing, variable solar insolation. The total harmonic distortions (THDs) of grid currents and voltages are found within limits of IEEE-519 and 929 standards.
提出了一种基于符号最小平均峰度(SLMK)和自适应线路增强器的三相并网太阳能光伏系统控制方案。基于SLMK的控制方案服务于多种目标,如负载平衡,提高太阳能渗透到分布式网络和功率因数校正。采用SLMK算法提取各相位的基态负载电流权重。试验结果表明,该系统在稳态和动态条件下(如负载不平衡、变日照等)均具有良好的性能。电网电流和电压的总谐波畸变(THDs)在IEEE-519和929标准的限制范围内。
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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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