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2014 Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control最新文献

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MATLAB Based Simulation of the Efficiency of the Complex OFDM on Power Line Communication Technology 基于MATLAB的电力线通信技术复合OFDM效率仿真
Zhengxiang Ma, A. Gholamzadeh, B. Tang, Shuping Dang, Sen Yang
In the recent years, power line communication technology has seen a rapid development. However, due to the unsteadiness of the power line channels, there are still some problems of obstruction and attenuation in this field which decrease the prospect and scope of this technology. This paper which is based on previous basic studies about spread spectrum communication and OFDM (orthogonal frequency-division multiplexing) investigates the methods of using OFDM to restrain the obstruction and attenuation in low-voltage power line communications and give the systematic model based on the transfer characteristic of power line. Meanwhile the results of testing and simulation are presented which make power line communication technology more practical and applied.
近年来,电力线通信技术得到了迅速发展。然而,由于电力线信道的不稳定性,在该领域中还存在一些阻塞和衰减问题,降低了该技术的应用前景和范围。本文在对扩频通信和正交频分复用技术进行基础研究的基础上,研究了利用正交频分复用技术抑制低压电力线通信中的阻塞和衰减的方法,并基于电力线的传输特性给出了系统的模型。同时给出了测试和仿真结果,使电力线通信技术更具实用性和应用性。
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引用次数: 18
Research on Fuzzy PI Control Based on Genetic Algorithms for Beam Pumping Unit 基于遗传算法的抽油机模糊PI控制研究
Li Peng, Zhang Zeng-Xiu, Wang Chao, Zhang Yi-hui
Electricity energy was wasted greatly for light load and low efficiency of beam pumping unit system used in oil field. So, the vector variable frequency speed regulating technology is studied to adjust the rotational speed of oil-field motor dynamically. So that it can be adjusted according to the load of pumping unit. And closed-loop controller of pumping unit system was designed by adjusting motor speed. Design and implementation for pumping unit system of Fuzzy PIcontroller optimized by GA is proposed in this paper. The simulation research in Simulink shows that dynamic of speed control and fast start-up performance are improved, overshoot is suppressed effectively, and it has stronger adaptability and better effect.
油田用梁式抽油机系统负荷轻、效率低,浪费了大量电能。为此,研究了矢量变频调速技术对油田电机的转速进行动态调节。这样就可以根据抽油机的负荷进行调整。通过调节电机转速,设计了抽油机系统的闭环控制器。提出了一种基于遗传算法优化的模糊微控制器抽油机系统的设计与实现。在Simulink中的仿真研究表明,该方法提高了速度控制的动态性和快速启动性能,有效抑制了超调,具有较强的适应性和较好的效果。
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引用次数: 3
Thin Plate Spline-Based Coulombic Efficiency Prediction of Lithium Battery 基于薄板样条的锂电池库仑效率预测
Dan Liu, Xin Liu, Qisong Wang, Yan Zhang, Jinwei Sun, Chunbo Zhu
The performance of lithium-ion rechargeable battery depends on its coulombic efficiency, which determines the measurement accuracy of the state of charge as well. In this context, the regularity that coulombic efficiency changes with environmental temperature and charge-discharge rate was analyzed in different cases, and a TPS (Thin Plate Spline) surface fitting-based coulombic efficiency estimation method was proposed for lithium-ion rechargeable battery. The presented method has a unique advantage in 3D smooth surface interpolation, which made it possible to model the functional relationship between battery coulombic efficiency, ambient temperature and charge-discharge rate, and then adjust the reconstructed precision with the plate rigidity sequentially. The experimental results illustrate that the proposed method is able to estimate the corresponding coulombic efficiency in the presumed range of ambient temperature and charge-discharge rate without battery cycling procedure. Furthermore, the accuracy and promptness of the novel method are verified simultaneously.
锂离子可充电电池的性能取决于其库仑效率,库仑效率也决定了充电状态测量的准确性。在此基础上,分析了不同情况下库伦效率随环境温度和充放电速率的变化规律,提出了一种基于TPS (Thin Plate Spline)曲面拟合的锂离子可充电电池库伦效率估计方法。该方法在三维光滑曲面插值方面具有独特的优势,可以模拟电池库仑效率、环境温度和充放电率之间的函数关系,然后根据极板刚度顺序调整重构精度。实验结果表明,该方法能够在假定的环境温度和充放电速率范围内估算出相应的库仑效率,而无需电池循环过程。同时验证了该方法的准确性和快速性。
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引用次数: 2
The Public Passive Ranging Algorithm Based on Image Sequence 基于图像序列的公共被动测距算法
Du Yaling, L. Jing
Aiming at the passive ranging to the non-cooperate target, the passive ranging algorithm based on the image sequence is proposed. The analysis on the image matching algorithms were performed, including SIFT, SURF, and ASURF. In which, the SURF algorithm is better method in our system becouse of the real time and precision. It can find plenty of special regions from the target images grabbed at real time. Each special region includes not only the position, size and direction of itself, but also includes a feature vector with shifting, rotation and scale invariance. According to that information, each special region in grabbed image can find a corresponding region in target features database, and build a matching pair. So, the ranging from the target to the camera can be estimated by the parameters of the matching pairs. Experimental results show that the passive ranging algorithm is effective and reliable.
针对非合作目标的被动测距问题,提出了基于图像序列的被动测距算法。对SIFT、SURF、ASURF等图像匹配算法进行了分析。其中SURF算法实时性好,精度高,是本系统中较好的方法。它可以从实时捕获的目标图像中发现大量的特殊区域。每个特殊区域不仅包含自身的位置、大小和方向,还包含一个具有移动、旋转和尺度不变性的特征向量。根据这些信息,抓取图像中的每个特殊区域可以在目标特征数据库中找到对应的区域,并构建匹配对。因此,可以通过匹配对的参数来估计目标到相机的距离。实验结果表明,该被动测距算法是有效可靠的。
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引用次数: 1
Influence of Fat Particle Size on Light Scattering Properties in Milk Quality Testing 牛奶品质检测中脂肪粒度对光散射特性的影响
Jinying Yin, Siqi Zhang, Hongyan Yang, Lijie Wang, Zhen Zhou
In the field of milk quality testing, the technology of the ratio of scattered intensity to transmitted intensity has become a hot topic. In general, the particle size of fat globules after homogenizing is supposed to be the same. In fact, there is still the particle size distribution. The image processing technique is used for processing and analyzing the image of milk fat, in this paper. The results show that the particle size distribution exists in the homogenized milk fat solution. The results of calculating the radiation characteristics show that, the scattering properties and the attenuation properties have a significant change, and the absorption properties changes slightly, when fat particle size changes. And when the milk fat volume is 3.3%, the influence of absorption properties of light scattering properties can be ignored. When the wavelength is 1333nm, the scattering factor of the fat globules (D>3.0μm) will produce the largest deviation with 1.94. This paper will have important significance for calculating the scattering properties of milk fat.
在牛奶质量检测领域,散射强度与透射强度之比技术已成为研究的热点。一般情况下,均质后的脂肪球的粒度应该是相同的。实际上,仍然存在粒径分布。本文采用图像处理技术对乳脂图像进行处理和分析。结果表明:匀浆乳脂溶液中存在粒径分布;辐射特性计算结果表明,当脂肪颗粒大小发生变化时,其散射特性和衰减特性发生显著变化,吸收特性变化较小。当乳脂体积为3.3%时,吸收特性对光散射特性的影响可以忽略。当波长为1333nm时,脂肪球(d> 3.0μm)的散射系数偏差最大,为1.94。本文对计算乳脂的散射特性具有重要意义。
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引用次数: 1
Numerical Simulation of 1.55 um Coherent Lidar for Wind Measurement 1.55 um相干激光雷达测风数值模拟
Ma Yuechao, Li Sining, Shan Guohang, Lu Wei, Mou Zhixiu, Wang Dongzhe, L. Longming, Han Shaohuan
In view of the widely used 1.55 μm coherent lidar for wind measurement, the theoretical analysis and numerical simulation is prepared. The theoretical analysis is made of four parts: the principle of wind measurement lidar, laser transmitter, the atmospheric transmission and signal processing. At the same time, the modeling of those parts and a numerical simulation are performed by MATLAB and Simulink. Results of a simple demonstration experiment coincide with those from the models, the coherent heterodyne signal can be clearly detected. Through the reverse calculation of peak of the simulation spectrum, the result accords with the given wind speed.
针对目前广泛应用的1.55 μm相干激光雷达测风问题,进行了理论分析和数值模拟。本文从激光雷达测风原理、激光发射机、大气传输和信号处理四部分进行了理论分析。同时,利用MATLAB和Simulink对各部件进行了建模和数值仿真。简单的演示实验结果与模型吻合,可以清晰地检测到相干外差信号。通过对模拟谱峰的反向计算,结果与给定风速相符。
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引用次数: 2
Dynamic Facial Expression Feature Extraction and Classification Based on Candide-3 Face Model 基于Candide-3人脸模型的动态面部表情特征提取与分类
Dong Li, Xinzhu Wang, Yantao Tian
Face recognition involves artificial intelligence, pattern recognition, image processing, psychology and other fields. It is a critical research topic in human interaction. The facial expression recognition based on dynamic image sequence is becoming more attractive with the improvement of the computer speed. It is different between the facial expression recognition based on the dynamic image sequence and the facial expression recognition based on static image. More dynamic and static feature information is involved in the dynamic features. Expression feature extraction describes by static information and the changed trend of expression due to the collection of multiple images. This paper provides the dynamic feature extraction algorithm based on Candide-3 face model parameters to extract the dynamic feature with matching facial model.
人脸识别涉及人工智能、模式识别、图像处理、心理学等多个领域。它是人类互动领域的一个重要研究课题。随着计算机运算速度的提高,基于动态图像序列的面部表情识别越来越受到人们的关注。基于动态图像序列的面部表情识别与基于静态图像序列的面部表情识别是有区别的。动态特征中包含了更多的动态和静态特征信息。表情特征提取是通过静态信息和多幅图像的采集来描述表情的变化趋势。本文提出了一种基于Candide-3人脸模型参数的动态特征提取算法,用于提取匹配人脸模型的动态特征。
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引用次数: 0
A Task Partition Algorithm Based on Grid and Graph Partition for Distributed Crowd Simulation 基于网格和图划分的分布式人群仿真任务划分算法
Wenping Zhou, Haoxuan Tang, Zhenzhou Ji
The task partition algorithm is the key issues in distributed crowd simulation. To overcome low execution performance of existing task partition methods, we proposed a partition algorithm based on grid and graph partition. Firstly, the virtual environment is partitioned by uniform grid, gpu threads are introduced to accelerating the calculation. Later, all pairs of neighbor cells of the grid are connected with an edge. Then a connected graph is constructed, the cells are set as vertexes and the edges connect the cells. Finally, the connected graph is split by k-way partition method for task assignment. The experiments prove that the coarser-grained method can provide higher performance than existing algorithms for different population distribution while keeping low cost. Also the max imbalance rate can be kept very low.
任务划分算法是分布式人群仿真中的关键问题。针对现有任务划分方法执行性能较差的问题,提出了一种基于网格和图划分的任务划分算法。首先,采用统一网格划分虚拟环境,引入gpu线程加速计算;然后,将网格的所有相邻单元对用一条边连接起来。然后构建连通图,将单元设置为顶点,并将边缘连接单元。最后,采用k-way划分方法对连通图进行分割,进行任务分配。实验证明,对于不同的种群分布,粗粒度方法可以提供比现有算法更高的性能,同时保持较低的成本。最大不平衡率也可以保持在很低的水平。
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引用次数: 2
Design and Implementation of Vehicle in Oil Depot Positioning System Based on RFID 基于RFID的油库车辆定位系统的设计与实现
Qina Yong, Wang Zhaoxiang, W. Yulei
In order to meet the demand of safety monitoring of oil depot, a design based on radio frequency identification (RFID) vehicle in the oil depot positioning system technology, In regional integration location and received signal strength localization algorithm, the system adopts three level network structure, Data is transmitted through the CAN bus, three level network structure of the system is described. Finally based on c + + development language, the use of serial port communication and control to implement the visualization Microsoft SQL Server database management software design. The system uses RFID technology, can achieve vehicle in the oil depot simple fast positioning, tracking, query.
为了满足油库安全监控的需求,设计了一种基于射频识别(RFID)的油库车辆定位系统技术,在区域集成定位和接收信号强度定位算法中,系统采用三层网络结构,数据通过CAN总线传输,描述了系统的三层网络结构。最后基于c++开发语言,利用串口通信和控制实现了可视化Microsoft SQL Server数据库管理软件的设计。该系统采用RFID技术,可以实现车辆在油库的简单快速定位、跟踪、查询。
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引用次数: 2
Reactive Power Optimization in Regional Grids by Improved PSO Algorithm 基于改进粒子群算法的区域电网无功优化
Wang Pei, Dong-mei Zhao, Zhang Xu
The optimal control of reactive power and voltage is one of the essential issues in power system's secure and economical operation. After analyzing the model of reactive power optimization in regional power grids and the mechanism of particle swarm algorithm, this paper has proposed an improved discrete PSO algorithm with dynamic parameters and a diversion strategy to solve ORP problem in regional power networks. Compared with several other algorithms, the simulation results of tests on IEEE 30 bus system and an actual regional network indicates that the improved algorithm is more efficient and attains better voltage profile and less active power loss.
无功功率和电压的最优控制是电力系统安全经济运行的关键问题之一。在分析了区域电网无功优化模型和粒子群算法机理的基础上,提出了一种改进的带动态参数的离散粒子群优化算法和导流策略来解决区域电网无功优化问题。在IEEE 30总线系统和实际区域网络上进行的仿真实验结果表明,与其他几种算法相比,改进算法效率更高,电压分布更好,有功损耗更小。
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引用次数: 3
期刊
2014 Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control
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