首页 > 最新文献

2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)最新文献

英文 中文
Efficient DC drive system by using adaptive control 高效直流驱动系统采用自适应控制
M. Gaiceanu, R. Șolea, B. Codres, Cristinel Eni
In order to obtain a robust optimal control for a DC drive system a different solution from the existing technical literature is proposed in this paper. By using the linear quadratic control the optimal speed of the DC dive is obtained. This serves as a reference to the adaptive DC drive system. The model reference adaptive control (MRAC) ensures the robustness to parameters and load variations, to unmodelled uncertainties and high dynamic performances. Moreover, the MRAC provides on-line the controller parameters. The problem statement of the optimal control, model reference adaptive control mechanism and the validation of the new proposed control by numerical simulations are presented in this paper. The transient regimes (starting, reversing or braking) are dominant in electric drive systems, therefore the energetic optimization of the DC motor is proposed.
为了获得直流驱动系统的鲁棒最优控制,本文提出了一种不同于现有技术文献的解决方案。采用线性二次控制,得到了直流潜水的最优速度。这为自适应直流驱动系统提供了参考。模型参考自适应控制(MRAC)保证了系统对参数和负载变化、未建模不确定性的鲁棒性和高动态性能。此外,MRAC还在线提供控制器参数。本文给出了最优控制的问题描述、模型参考自适应控制机制,并通过数值仿真验证了所提出的新控制方法。暂态状态(起动、倒车或制动)在电驱动系统中占主导地位,因此提出了直流电机的能量优化。
{"title":"Efficient DC drive system by using adaptive control","authors":"M. Gaiceanu, R. Șolea, B. Codres, Cristinel Eni","doi":"10.1109/OPTIM.2014.6850961","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850961","url":null,"abstract":"In order to obtain a robust optimal control for a DC drive system a different solution from the existing technical literature is proposed in this paper. By using the linear quadratic control the optimal speed of the DC dive is obtained. This serves as a reference to the adaptive DC drive system. The model reference adaptive control (MRAC) ensures the robustness to parameters and load variations, to unmodelled uncertainties and high dynamic performances. Moreover, the MRAC provides on-line the controller parameters. The problem statement of the optimal control, model reference adaptive control mechanism and the validation of the new proposed control by numerical simulations are presented in this paper. The transient regimes (starting, reversing or braking) are dominant in electric drive systems, therefore the energetic optimization of the DC motor is proposed.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114603252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Multilevel power converter with a dual T-type three level inverter for energy storage 多电平功率变换器采用双t型三电平逆变器用于储能
V. Fernão Pires, D. Foito, J. Martins
In this work a new multilevel structure for interfacing energy storage systems is presented. This structure is based on a dual T-type three level voltage source inverter. These two power converters are connected to the grid by a three-phase transformer. This transformer has an open winding configuration on the side that connects to the multilevel power converter. This structure will present multilevel characteristics. A controller for this multilevel structure is also presented. The proposed topology and control system has been verified by numerical simulations. From the results of these simulations it is possible to verify the characteristics of the proposed structure.
本文提出了一种新的多级储能系统接口结构。这种结构是基于双t型三电平电压源逆变器。这两个电源变流器通过三相变压器与电网相连。该变压器在连接到多电平电源转换器的一侧具有开绕组配置。这种结构将呈现多层次的特点。并给出了该多层结构的控制器。通过数值仿真验证了所提出的拓扑结构和控制系统。从这些模拟的结果可以验证所提出的结构的特性。
{"title":"Multilevel power converter with a dual T-type three level inverter for energy storage","authors":"V. Fernão Pires, D. Foito, J. Martins","doi":"10.1109/OPTIM.2014.6851041","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6851041","url":null,"abstract":"In this work a new multilevel structure for interfacing energy storage systems is presented. This structure is based on a dual T-type three level voltage source inverter. These two power converters are connected to the grid by a three-phase transformer. This transformer has an open winding configuration on the side that connects to the multilevel power converter. This structure will present multilevel characteristics. A controller for this multilevel structure is also presented. The proposed topology and control system has been verified by numerical simulations. From the results of these simulations it is possible to verify the characteristics of the proposed structure.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131812682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
5 phase BLDC-MRM: Design, control, FEA and steady-state operation experiments 5阶段BLDC-MRM:设计、控制、有限元分析和稳态运行实验
D. Ursu, P. Shamsi, B. Fahimi, I. Boldea
The present paper explores the design, numerical analysis, control and performance of a 5 phase, 6 poles BLDC Multiphase Reluctance Machine. For this work, both machine and power electronics were designed and built. A FEA model (VF - Opera 13.1) has been developed for inductance matrix identification, mandatory for Simulink implementation of machine phase coordinates model (used for control of the BLDC-MRM). Preliminary running experiments (at steady-state operation) are shown in comparison with simulated results (analytical-Simulink and numerical-FEA), for a 4:1 speed range.
本文研究了一种5相6极无刷直流多相磁阻电机的设计、数值分析、控制和性能。为了这项工作,设计和制造了机器和电力电子设备。开发了用于电感矩阵识别的FEA模型(VF - Opera 13.1),这是Simulink实现机器相位坐标模型(用于BLDC-MRM控制)的必要条件。初步运行实验(稳态运行)与模拟结果(分析- simulink和数值- fea)进行了比较,速度范围为4:1。
{"title":"5 phase BLDC-MRM: Design, control, FEA and steady-state operation experiments","authors":"D. Ursu, P. Shamsi, B. Fahimi, I. Boldea","doi":"10.1109/OPTIM.2014.6850880","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850880","url":null,"abstract":"The present paper explores the design, numerical analysis, control and performance of a 5 phase, 6 poles BLDC Multiphase Reluctance Machine. For this work, both machine and power electronics were designed and built. A FEA model (VF - Opera 13.1) has been developed for inductance matrix identification, mandatory for Simulink implementation of machine phase coordinates model (used for control of the BLDC-MRM). Preliminary running experiments (at steady-state operation) are shown in comparison with simulated results (analytical-Simulink and numerical-FEA), for a 4:1 speed range.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128404781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
A simulation benchmark for selection of the PWM algorithms for a multilevel PWM matrix converter 多电平PWM矩阵变换器PWM算法选择的仿真基准
D. Neacşu
This paper considers the conventional three-phase matrix converter operated with PWM techniques making use of all possible commutation vectors. The output phase voltage can see multiple voltage levels - hence the multilevel matrix converter name. The hardware set-up to achieve the matrix converter operation can be built of three 3-phase Current-Source Inverter modules. Harmonic analysis of different SV-PWM techniques for AC/AC matrix converter is performed with a multi-million FFT within MATLAB so that a resolution below 1Hz is possible. The conventional SV-PWM based on a superposition of rectifier and inverter operation is compared with a technique based on all 27 available switching vectors. While coefficients like Total Harmonic Distortion of the input current or Harmonic Current Factor for the output voltage yield better for a method considering all available switching vectors, this is also introducing low-frequency harmonics.
本文考虑了利用所有可能的换相矢量的PWM技术操作的传统三相矩阵变换器。输出相电压可以看到多个电压电平-因此多电平矩阵变换器的名称。实现矩阵变换器工作的硬件设置可以由三个三相电流源逆变器模块组成。在MATLAB中使用数百万FFT对AC/AC矩阵变换器的不同SV-PWM技术进行谐波分析,从而可以实现低于1Hz的分辨率。将基于整流和逆变叠加的传统SV-PWM与基于全部27个可用开关矢量的技术进行了比较。虽然输入电流的总谐波失真或输出电压的谐波电流因数等系数对于考虑所有可用开关矢量的方法产生更好的效果,但这也引入了低频谐波。
{"title":"A simulation benchmark for selection of the PWM algorithms for a multilevel PWM matrix converter","authors":"D. Neacşu","doi":"10.1109/OPTIM.2014.6850898","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850898","url":null,"abstract":"This paper considers the conventional three-phase matrix converter operated with PWM techniques making use of all possible commutation vectors. The output phase voltage can see multiple voltage levels - hence the multilevel matrix converter name. The hardware set-up to achieve the matrix converter operation can be built of three 3-phase Current-Source Inverter modules. Harmonic analysis of different SV-PWM techniques for AC/AC matrix converter is performed with a multi-million FFT within MATLAB so that a resolution below 1Hz is possible. The conventional SV-PWM based on a superposition of rectifier and inverter operation is compared with a technique based on all 27 available switching vectors. While coefficients like Total Harmonic Distortion of the input current or Harmonic Current Factor for the output voltage yield better for a method considering all available switching vectors, this is also introducing low-frequency harmonics.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116777019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
A novel design of stator Ferrite PM single phase doubly salient small motor: FEM characterization and controlled dynamics 定子铁氧体永磁单相双凸极小型电机设计:有限元分析与控制动力学
A. S. Icfanuti, L. Tutelea, F. Kalluf, I. Boldea
The present paper introduces a novel two coil 1 phase stator Ferrite PM motor [1]. The main targets are reduced material and fabrication costs in a robust topology at 90% efficiency for a 35W, 1600 rpm case study. Due to complicated flux lines (with tapered airgap for self-starting) and magnetic saturation, direct FEM characterization (preliminary design) was applied. Matlab Simulink modeling for controlled dynamics which made use FEM imposed cogging torque, emf and inductance with rotor position waveforms proved smooth motor starting to rated speed for speed performance, full load in both open loop (V/f) and close loop control.
本文介绍了一种新型的两圈单相定子铁氧体永磁电机[1]。主要目标是在35W, 1600 rpm的案例研究中,以90%的效率降低材料和制造成本。由于磁通线复杂(自启动气隙变细)和磁饱和,采用直接有限元法表征(初步设计)。Matlab Simulink控制动力学建模,利用有限元法施加齿槽转矩、电动势和电感随转子位置的波形,证明了电机在开环(V/f)和闭环控制下起动到额定速度时的速度性能、满负荷性能是平稳的。
{"title":"A novel design of stator Ferrite PM single phase doubly salient small motor: FEM characterization and controlled dynamics","authors":"A. S. Icfanuti, L. Tutelea, F. Kalluf, I. Boldea","doi":"10.1109/OPTIM.2014.6850893","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850893","url":null,"abstract":"The present paper introduces a novel two coil 1 phase stator Ferrite PM motor [1]. The main targets are reduced material and fabrication costs in a robust topology at 90% efficiency for a 35W, 1600 rpm case study. Due to complicated flux lines (with tapered airgap for self-starting) and magnetic saturation, direct FEM characterization (preliminary design) was applied. Matlab Simulink modeling for controlled dynamics which made use FEM imposed cogging torque, emf and inductance with rotor position waveforms proved smooth motor starting to rated speed for speed performance, full load in both open loop (V/f) and close loop control.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"132 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127088237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Characterization of voltage variations through the application of experimental statistics 通过应用实验统计来表征电压变化
C. Mihai, E. Helerea, Livia Sangerzan
Currently, power quality problems are more and more acute due to the increasing number of voltage variation sensitive devices that are embedded in the electronic subsystems, and due to the presence of harmonics and unbalance. Non-quality in electrical networks translates into an increase of energy consumption and additional expenses for consumers. In this paper an analysis regarding the voltage variation characteristic parameters using descriptive statistics is done, and experimental data are processed applying statistical methods to a set of data obtained by monitoring the phase voltages for 11 days on the low voltage bus-bars. Using the Statistica software in analysis of the phase voltage data strings, the following integral statistical indices are obtained: arithmetic mean, module, median, minimum, maximum, standard deviation, coefficient of variation. The analysis indicated that the actual means values of phase voltages are close to the upper regulated limit. However, the power quality level regarding the voltage variation is acceptable.
目前,由于越来越多的电压变化敏感器件嵌入到电子子系统中,并且由于谐波和不平衡的存在,电能质量问题越来越严重。电网质量不佳意味着能源消耗的增加和消费者的额外支出。本文用描述性统计方法对低压母线上的电压变化特征参数进行了分析,并对连续11天的低压母线上的相电压监测数据进行了统计处理。利用Statistica软件对相电压数据串进行分析,得到了算术平均值、模、中位数、最小值、最大值、标准差、变异系数等积分统计指标。分析表明,实际的相电压平均值接近上限。然而,关于电压变化的电能质量水平是可以接受的。
{"title":"Characterization of voltage variations through the application of experimental statistics","authors":"C. Mihai, E. Helerea, Livia Sangerzan","doi":"10.1109/OPTIM.2014.6850983","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850983","url":null,"abstract":"Currently, power quality problems are more and more acute due to the increasing number of voltage variation sensitive devices that are embedded in the electronic subsystems, and due to the presence of harmonics and unbalance. Non-quality in electrical networks translates into an increase of energy consumption and additional expenses for consumers. In this paper an analysis regarding the voltage variation characteristic parameters using descriptive statistics is done, and experimental data are processed applying statistical methods to a set of data obtained by monitoring the phase voltages for 11 days on the low voltage bus-bars. Using the Statistica software in analysis of the phase voltage data strings, the following integral statistical indices are obtained: arithmetic mean, module, median, minimum, maximum, standard deviation, coefficient of variation. The analysis indicated that the actual means values of phase voltages are close to the upper regulated limit. However, the power quality level regarding the voltage variation is acceptable.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127769839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Indirect vector control of induction motors drive systems considering the iron loss resistance 考虑铁损电阻的感应电机驱动系统间接矢量控制
D. Stănescu, P. Nicolae, I. Bojoi
The paper deals with a modality to perform indirect vector control while considering the iron loss resistance. The control algorithm was conceived starting from the induction motor's mathematic model. Its implementation improves the drive system efficiency. Two cases are presented. In both of them the iron loss resistance is considered, but the first one considers the same value for the rotor time constant, whilst for the second one the rotor time constant is modified. A comparative analysis is made for the mechanic torque, when the speed is lower than the rated value. Through this control algorithm a reduction of the difference between estimated and measured torques while considering the iron loss resistance and a variation of the rotor time constant were realized. dSPACE DS 1104 was used to perform the experimental tests. In the end, tests were performed considering the variation of the magnetizing inductance in the range of speeds higher than the rated one.
本文研究了一种考虑铁损电阻的间接矢量控制方法。从异步电动机的数学模型出发,提出了控制算法。它的实现提高了驱动系统的效率。提出了两个案例。两者都考虑了铁损电阻,但前者对转子时间常数考虑的值相同,而后者对转子时间常数进行了修改。对转速低于额定值时的机械转矩进行了对比分析。通过该控制算法,在考虑铁损电阻和转子时间常数变化的情况下,减小了估计转矩与实测转矩的差值。使用dSPACE DS 1104进行实验测试。最后,在转速高于额定转速范围内,考虑磁化电感的变化进行了试验。
{"title":"Indirect vector control of induction motors drive systems considering the iron loss resistance","authors":"D. Stănescu, P. Nicolae, I. Bojoi","doi":"10.1109/OPTIM.2014.6850994","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850994","url":null,"abstract":"The paper deals with a modality to perform indirect vector control while considering the iron loss resistance. The control algorithm was conceived starting from the induction motor's mathematic model. Its implementation improves the drive system efficiency. Two cases are presented. In both of them the iron loss resistance is considered, but the first one considers the same value for the rotor time constant, whilst for the second one the rotor time constant is modified. A comparative analysis is made for the mechanic torque, when the speed is lower than the rated value. Through this control algorithm a reduction of the difference between estimated and measured torques while considering the iron loss resistance and a variation of the rotor time constant were realized. dSPACE DS 1104 was used to perform the experimental tests. In the end, tests were performed considering the variation of the magnetizing inductance in the range of speeds higher than the rated one.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129895111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Plasma jet for environmental applications: Computational study of the electric field distribution between electrodes 环境应用的等离子体喷射:电极间电场分布的计算研究
P. Bartoš, J. Ptacnik, P. Kríž, P. Špatenka, Z. Havelka, P. Olšan, Bedrich Veselý
Gliding Arc discharges are recently used in many environmental, biomedical and industrial applications. The discharge is generated between two diverging electrodes at atmospheric pressure. In this paper we present the computational study of the influence of I. The geometry shape of electrodes, II. Distance of the gap between electrodes and III. The bias on the powered electrode on electric field distribution between the electrodes. We focused our attention especially on the influence of these parameters on the breakdown voltage needed for the discharge ignition. The mathematical model is based on standard equations of electrostatics, the numerical realization and data processing was performed in the program COMSOL Multiphysics. It was found that the geometry shape of electrodes significantly influences the value of the breakdown voltage.
滑行电弧放电最近在许多环境、生物医学和工业应用中得到了应用。在大气压下,两个分散的电极之间产生放电。在本文中,我们提出了计算研究的影响,1 .电极的几何形状,2 .。电极与III之间的间隙距离。通电电极上的偏压对电极间电场分布的影响。我们特别关注了这些参数对放电点火所需击穿电压的影响。数学模型建立在静电标准方程的基础上,在COMSOL Multiphysics程序中进行数值实现和数据处理。研究发现,电极的几何形状对击穿电压值有显著影响。
{"title":"Plasma jet for environmental applications: Computational study of the electric field distribution between electrodes","authors":"P. Bartoš, J. Ptacnik, P. Kríž, P. Špatenka, Z. Havelka, P. Olšan, Bedrich Veselý","doi":"10.1109/OPTIM.2014.6850997","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850997","url":null,"abstract":"Gliding Arc discharges are recently used in many environmental, biomedical and industrial applications. The discharge is generated between two diverging electrodes at atmospheric pressure. In this paper we present the computational study of the influence of I. The geometry shape of electrodes, II. Distance of the gap between electrodes and III. The bias on the powered electrode on electric field distribution between the electrodes. We focused our attention especially on the influence of these parameters on the breakdown voltage needed for the discharge ignition. The mathematical model is based on standard equations of electrostatics, the numerical realization and data processing was performed in the program COMSOL Multiphysics. It was found that the geometry shape of electrodes significantly influences the value of the breakdown voltage.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126407156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Particle Swarm Optimization with social exclusion and its application in electromagnetics 具有社会排斥的粒子群优化及其在电磁学中的应用
O. T. Altinoz, A. Yılmaz, A. Duca, G. Ciuprina
The behavior of Particle Swarm Optimization (PSO), a population based optimization algorithm, depends on the movements of the particles and the attractions among them. This behavior was extracted from the observations of the swarms in nature. Every swarm desires to remain powerful in order to survive in nature and to protect its descendants. Therefore, the weakest members in the swarm are isolated, and generally abandoned to live on their own resources. This act is known as social exclusion. In this research, this phenomenon is incorporated to PSO. At the early phase of time-line, the swarm is divided into two groups based on their cost/fitness values. Each group proceeds their own journey without the knowledge of other group. This new algorithm is named as Social Exclusion-PSO (SEPSO). First, the performance of this new algorithm was evaluated/compared with an inertia weight PSO via unimodal, multimodal, expended benchmark functions, and then, it is applied to the circular antenna array design problem. For each implementation, the performance of two sub-populations and the undivided population are presented to demonstrate and compare the behaviour of the socially excluded swarm. The results show that excluding the members with the worst cost values from the population increases the performance of the algorithm in terms of global best solution with approximately 20% smaller number of function evaluations.
粒子群优化算法(PSO)是一种基于种群的优化算法,其行为取决于粒子的运动和粒子之间的相互吸引。这种行为是从自然界中对蜂群的观察中提取出来的。为了在大自然中生存和保护后代,每一个蜂群都渴望保持强大。因此,群体中最弱的成员被孤立,通常被遗弃,依靠自己的资源生活。这种行为被称为社会排斥。在本研究中,这一现象被纳入PSO。在时间线的早期阶段,根据蚁群的成本/适应度值将蚁群分为两组。每个小组在不知道其他小组的情况下继续他们自己的旅程。该算法被命名为社会排斥-粒子群算法(SEPSO)。首先,通过单峰、多峰、扩展基准函数对该算法的性能与惯性加权粒子群算法进行了比较,然后将其应用于圆形天线阵列的设计问题。对于每个实现,两个子种群和未划分种群的表现被提出,以展示和比较社会排斥群体的行为。结果表明,从总体中排除代价值最差的成员可以提高算法在全局最优解方面的性能,同时减少了大约20%的函数评估次数。
{"title":"Particle Swarm Optimization with social exclusion and its application in electromagnetics","authors":"O. T. Altinoz, A. Yılmaz, A. Duca, G. Ciuprina","doi":"10.1109/OPTIM.2014.6851032","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6851032","url":null,"abstract":"The behavior of Particle Swarm Optimization (PSO), a population based optimization algorithm, depends on the movements of the particles and the attractions among them. This behavior was extracted from the observations of the swarms in nature. Every swarm desires to remain powerful in order to survive in nature and to protect its descendants. Therefore, the weakest members in the swarm are isolated, and generally abandoned to live on their own resources. This act is known as social exclusion. In this research, this phenomenon is incorporated to PSO. At the early phase of time-line, the swarm is divided into two groups based on their cost/fitness values. Each group proceeds their own journey without the knowledge of other group. This new algorithm is named as Social Exclusion-PSO (SEPSO). First, the performance of this new algorithm was evaluated/compared with an inertia weight PSO via unimodal, multimodal, expended benchmark functions, and then, it is applied to the circular antenna array design problem. For each implementation, the performance of two sub-populations and the undivided population are presented to demonstrate and compare the behaviour of the socially excluded swarm. The results show that excluding the members with the worst cost values from the population increases the performance of the algorithm in terms of global best solution with approximately 20% smaller number of function evaluations.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127652688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Performance parameters evaluation in broadband access network 宽带接入网性能参数评价
S. Kostadinova, Rozalina Dimova, G. Stoyanov
This paper presents an analytical model for studying the average packet delay in optical access network based on GEPON (Gigabit Ethernet Passive Optical Network) technology. Packet delay is calculated by the use of queuing theory. At the stage of network planning, mathematical modeling techniques based on analytical models and methods of queuing theory may be used to predict the quality of service of the designed network. The indicators of quality of service are the average network packet delay and its variation (jitter). This paper proposes bounded Pareto distribution for traffic flow modeling, and a method for delay analysis based on the Kramer and Langenbach-Belz approximation. The results show that the propagation delay exceeds the queuing delay and it is the main component of the delay.
提出了一种基于GEPON(千兆以太网无源光网络)技术的光接入网平均分组时延分析模型。利用排队理论计算包延迟。在网络规划阶段,可以使用基于解析模型和排队论方法的数学建模技术来预测所设计网络的服务质量。服务质量的指标是平均网络数据包延迟及其变化(抖动)。本文提出了一种基于有界Pareto分布的交通流建模方法,以及一种基于Kramer和Langenbach-Belz近似的交通流延迟分析方法。结果表明,传播延迟超过排队延迟,是延迟的主要组成部分。
{"title":"Performance parameters evaluation in broadband access network","authors":"S. Kostadinova, Rozalina Dimova, G. Stoyanov","doi":"10.1109/OPTIM.2014.6850896","DOIUrl":"https://doi.org/10.1109/OPTIM.2014.6850896","url":null,"abstract":"This paper presents an analytical model for studying the average packet delay in optical access network based on GEPON (Gigabit Ethernet Passive Optical Network) technology. Packet delay is calculated by the use of queuing theory. At the stage of network planning, mathematical modeling techniques based on analytical models and methods of queuing theory may be used to predict the quality of service of the designed network. The indicators of quality of service are the average network packet delay and its variation (jitter). This paper proposes bounded Pareto distribution for traffic flow modeling, and a method for delay analysis based on the Kramer and Langenbach-Belz approximation. The results show that the propagation delay exceeds the queuing delay and it is the main component of the delay.","PeriodicalId":298237,"journal":{"name":"2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121055421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
期刊
2014 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1