首页 > 最新文献

World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering最新文献

英文 中文
Energy Management System and Interactive Functions of Smart Plug for Smart Home 智能家居中智能插头的能源管理系统及交互功能
Win Thandar Soe, Innocent Mpawenimana, M. Fazio, C. Belleudy, A. Z. Ya
Intelligent electronic equipment and automation network is the brain of high-tech energy management systems in critical role of smart homes dominance. Smart home is a technology integration for greater comfort, autonomy, reduced cost, and energy saving as well. These services can be provided to home owners for managing their home appliances locally or remotely and consequently allow them to automate intelligently and responsibly their consumption by individual or collective control systems. In this study, three smart plugs are described and one of them tested on typical household appliances. This article proposes to collect the data from the wireless technology and to extract some smart data for energy management system. This smart data is to quantify for three kinds of load: intermittent load, phantom load and continuous load. Phantom load is a waste power that is one of unnoticed power of each appliance while connected or disconnected to the main. Intermittent load and continuous load take in to consideration the power and using time of home appliances. By analysing the classification of loads, this smart data will be provided to reduce the communication of wireless sensor network for energy management system.
智能电子设备和自动化网络是高科技能源管理系统的大脑,在智能家居中起着举足轻重的作用。智能家居是一种更舒适、自主、降低成本和节能的技术集成。这些服务可以提供给业主,用于本地或远程管理他们的家用电器,从而允许他们通过个人或集体控制系统智能和负责任地自动化他们的消费。在本研究中,描述了三种智能插头,其中一种在典型的家用电器上进行了测试。本文提出利用无线技术采集数据,为能源管理系统提取一些智能数据。这种智能数据是对三种负载进行量化:间歇负载、幻象负载和连续负载。虚负载是一种浪费的功率,是每个设备在连接或断开主电源时未被注意到的功率之一。间歇负荷和连续负荷考虑的是家用电器的功率和使用时间。通过对负荷分类的分析,为能源管理系统提供智能数据,减少无线传感器网络的通信。
{"title":"Energy Management System and Interactive Functions of Smart Plug for Smart Home","authors":"Win Thandar Soe, Innocent Mpawenimana, M. Fazio, C. Belleudy, A. Z. Ya","doi":"10.15406/eetoaj.2018.02.00013","DOIUrl":"https://doi.org/10.15406/eetoaj.2018.02.00013","url":null,"abstract":"Intelligent electronic equipment and automation network is the brain of high-tech energy management systems in critical role of smart homes dominance. Smart home is a technology integration for greater comfort, autonomy, reduced cost, and energy saving as well. These services can be provided to home owners for managing their home appliances locally or remotely and consequently allow them to automate intelligently and responsibly their consumption by individual or collective control systems. In this study, three smart plugs are described and one of them tested on typical household appliances. This article proposes to collect the data from the wireless technology and to extract some smart data for energy management system. This smart data is to quantify for three kinds of load: intermittent load, phantom load and continuous load. Phantom load is a waste power that is one of unnoticed power of each appliance while connected or disconnected to the main. Intermittent load and continuous load take in to consideration the power and using time of home appliances. By analysing the classification of loads, this smart data will be provided to reduce the communication of wireless sensor network for energy management system.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76559376","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: 5
Performance Analysis of ERA Using Fuzzy Logic in Wireless Sensor Network 基于模糊逻辑的无线传感器网络ERA性能分析
Kamalpreet Kaur, H. Singh, Vikas Khullar
In Wireless Sensor Network (WSN), the main limitation is generally inimitable energy consumption during processing of the sensor nodes. Cluster head (CH) election is one of the main issues that can reduce the energy consumption. Therefore, discovering energy saving routing protocol is the focused area for research. In this paper, fuzzy-based energy aware routing protocol is presented, which enhances the stability and network lifetime of the network. Fuzzy logic ensures the well-organized selection of CH by taking four linguistic variables that are concentration, energy, centrality, and distance to base station (BS). The results show that the proposed protocol shows better results in requisites of stability and throughput of the network.
在无线传感器网络(WSN)中,主要的限制通常是传感器节点处理过程中不可控制的能量消耗。簇头(CH)的选择是降低簇能耗的主要问题之一。因此,发现节能的路由协议是研究的重点。提出了一种基于模糊的能量感知路由协议,提高了网络的稳定性和网络寿命。模糊逻辑通过选取四个语言变量(浓度、能量、中心性和到基站的距离)来确保CH的有序选择。结果表明,该协议在网络稳定性和吞吐量方面都取得了较好的效果。
{"title":"Performance Analysis of ERA Using Fuzzy Logic in Wireless Sensor Network","authors":"Kamalpreet Kaur, H. Singh, Vikas Khullar","doi":"10.5281/ZENODO.1131523","DOIUrl":"https://doi.org/10.5281/ZENODO.1131523","url":null,"abstract":"In Wireless Sensor Network (WSN), the main limitation is generally inimitable energy consumption during processing of the sensor nodes. Cluster head (CH) election is one of the main issues that can reduce the energy consumption. Therefore, discovering energy saving routing protocol is the focused area for research. In this paper, fuzzy-based energy aware routing protocol is presented, which enhances the stability and network lifetime of the network. Fuzzy logic ensures the well-organized selection of CH by taking four linguistic variables that are concentration, energy, centrality, and distance to base station (BS). The results show that the proposed protocol shows better results in requisites of stability and throughput of the network.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78217103","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: 0
Detection Of Voltage Sag And Voltage Swell In Power Quality Using Wavelet Transforms 用小波变换检测电能质量中的电压起伏
N. Ramlee
Voltage sag, voltage swell, high-frequency noise and voltage transients are kinds of disturbances in power quality. They are also known as power quality events. Equipment used in the industry nowadays has become more sensitive to these events with the increasing complexity of equipment. This leads to the importance of distributing clean power quality to the consumer. To provide better service, the best analysis on power quality is very vital. Thus, this paper presents the events detection focusing on voltage sag and swell. The method is developed by applying time domain signal analysis using wavelet transform approach in MATLAB. Four types of mother wavelet namely Haar, Dmey, Daubechies, and Symlet are used to detect the events. This project analyzed real interrupted signal obtained from 22 kV transmission line in Skudai, Johor Bahru, Malaysia. The signals will be decomposed through the wavelet mothers. The best mother is the one that is capable to detect the time location of the event accurately.
电压跌落、电压膨胀、高频噪声和电压瞬变是电能质量中的几种干扰。它们也被称为电能质量事件。随着设备的日益复杂,当今工业中使用的设备对这些事件变得更加敏感。这导致了向消费者分配清洁电力质量的重要性。为了提供更好的服务,电能质量的最佳分析是至关重要的。因此,本文提出了以电压跌落和电压膨胀为重点的事件检测方法。该方法是在MATLAB中应用小波变换的时域信号分析方法开发的。使用Haar、Dmey、Daubechies和Symlet四种母小波来检测事件。本项目分析了马来西亚新山斯古代22千伏输电线路的真实中断信号。通过小波母对信号进行分解。最好的母亲是能够准确地探测到事件发生的时间位置的母亲。
{"title":"Detection Of Voltage Sag And Voltage Swell In Power Quality Using Wavelet Transforms","authors":"N. Ramlee","doi":"10.5281/ZENODO.1131637","DOIUrl":"https://doi.org/10.5281/ZENODO.1131637","url":null,"abstract":"Voltage sag, voltage swell, high-frequency noise and voltage transients are kinds of disturbances in power quality. They are also known as power quality events. Equipment used in the industry nowadays has become more sensitive to these events with the increasing complexity of equipment. This leads to the importance of distributing clean power quality to the consumer. To provide better service, the best analysis on power quality is very vital. Thus, this paper presents the events detection focusing on voltage sag and swell. The method is developed by applying time domain signal analysis using wavelet transform approach in MATLAB. Four types of mother wavelet namely Haar, Dmey, Daubechies, and Symlet are used to detect the events. This project analyzed real interrupted signal obtained from 22 kV transmission line in Skudai, Johor Bahru, Malaysia. The signals will be decomposed through the wavelet mothers. The best mother is the one that is capable to detect the time location of the event accurately.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88477304","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
Optimization of Doubly Fed Induction Generator Equivalent Circuit Parameters by Direct Search Method 用直接搜索法优化双馈感应发电机等效电路参数
M. Rao
Doubly-fed induction generator (DFIG) is currently the choice for many wind turbines. These generators, when connected to the grid through a converter, is subjected to varied power system conditions like voltage variation, frequency variation, short circuit fault conditions, etc. Further, many countries like Canada, Germany, UK, Scotland, etc. have distinct grid codes relating to wind turbines. Accordingly, following the network faults, wind turbines have to supply a definite reactive current. To satisfy the requirements including reactive current capability, an optimum electrical design becomes a mandate for DFIG to function. This paper intends to optimize the equivalent circuit parameters of an electrical design for satisfactory DFIG performance. Direct search method has been used for optimization of the parameters. The variables selected include electromagnetic core dimensions (diameters and stack length), slot dimensions, radial air gap between stator and rotor and winding copper cross section area. Optimization for 2 MW DFIG has been executed separately for three objective functions - maximum reactive power capability (Case I), maximum efficiency (Case II) and minimum weight (Case III). In the optimization analysis program, voltage variations (10%), power factor- leading and lagging (0.95), speeds for corresponding to slips (-0.3 to +0.3) have been considered. The optimum designs obtained for objective functions were compared. It can be concluded that direct search method of optimization helps in determining an optimum electrical design for each objective function like efficiency or reactive power capability or weight minimization.
双馈感应发电机(DFIG)是目前许多风力涡轮机的选择。当这些发电机通过变流器连接到电网时,要承受各种电力系统条件,如电压变化、频率变化、短路故障条件等。此外,许多国家,如加拿大、德国、英国、苏格兰等,都有与风力涡轮机相关的不同电网代码。因此,在电网发生故障后,风力发电机组必须提供一定的无功电流。为了满足包括无功电流能力在内的要求,优化电气设计成为DFIG运行的任务。本文旨在优化一种电气设计的等效电路参数,以获得满意的DFIG性能。采用直接搜索法对参数进行优化。选取的变量包括电磁铁芯尺寸(直径和堆长)、槽尺寸、定子与转子径向气隙、绕组铜截面面积。2兆瓦DFIG的优化分别针对三个目标函数进行:最大无功能力(案例I)、最大效率(案例II)和最小重量(案例III)。在优化分析程序中,考虑了电压变化(10%)、功率因数领先和滞后(0.95)、相应滑差的速度(-0.3至+0.3)。比较了各目标函数的优化设计结果。可以得出结论,优化的直接搜索方法有助于确定每个目标函数的最佳电气设计,如效率或无功能力或重量最小化。
{"title":"Optimization of Doubly Fed Induction Generator Equivalent Circuit Parameters by Direct Search Method","authors":"M. Rao","doi":"10.5281/zenodo.1130672","DOIUrl":"https://doi.org/10.5281/zenodo.1130672","url":null,"abstract":"Doubly-fed induction generator (DFIG) is currently the choice for many wind turbines. These generators, when connected to the grid through a converter, is subjected to varied power system conditions like voltage variation, frequency variation, short circuit fault conditions, etc. Further, many countries like Canada, Germany, UK, Scotland, etc. have distinct grid codes relating to wind turbines. Accordingly, following the network faults, wind turbines have to supply a definite reactive current. To satisfy the requirements including reactive current capability, an optimum electrical design becomes a mandate for DFIG to function. This paper intends to optimize the equivalent circuit parameters of an electrical design for satisfactory DFIG performance. Direct search method has been used for optimization of the parameters. The variables selected include electromagnetic core dimensions (diameters and stack length), slot dimensions, radial air gap between stator and rotor and winding copper cross section area. Optimization for 2 MW DFIG has been executed separately for three objective functions - maximum reactive power capability (Case I), maximum efficiency (Case II) and minimum weight (Case III). In the optimization analysis program, voltage variations (10%), power factor- leading and lagging (0.95), speeds for corresponding to slips (-0.3 to +0.3) have been considered. The optimum designs obtained for objective functions were compared. It can be concluded that direct search method of optimization helps in determining an optimum electrical design for each objective function like efficiency or reactive power capability or weight minimization.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82026830","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: 0
Optimal Tuning of Linear Quadratic Regulator Controller Using a Particle Swarm Optimization for Two-Rotor Aerodynamical System 基于粒子群算法的双转子气动系统线性二次型调节器最优整定
Ayad Al-Mahturi, H. Wahid
This paper presents an optimal state feedback controller based on Linear Quadratic Regulator (LQR) for a two-rotor aero-dynamical system (TRAS). TRAS is a highly nonlinear multi-input multi-output (MIMO) system with two degrees of freedom and cross coupling. There are two parameters that define the behavior of LQR controller: state weighting matrix and control weighting matrix. The two parameters influence the performance of LQR. Particle Swarm Optimization (PSO) is proposed to optimally tune weighting matrices of LQR. The major concern of using LQR controller is to stabilize the TRAS by making the beam move quickly and accurately for tracking a trajectory or to reach a desired altitude. The simulation results were carried out in MATLAB/Simulink. The system is decoupled into two single-input single-output (SISO) systems. Comparing the performance of the optimized proportional, integral and derivative (PID) controller provided by INTECO, results depict that LQR controller gives a better performance in terms of both transient and steady state responses when PSO is performed.
提出了一种基于线性二次型调节器(LQR)的双转子气动系统最优状态反馈控制器。TRAS是一种高度非线性的两自由度交叉耦合多输入多输出(MIMO)系统。定义LQR控制器行为的参数有两个:状态加权矩阵和控制加权矩阵。这两个参数影响LQR的性能。提出了粒子群算法(PSO)来优化LQR加权矩阵。使用LQR控制器的主要问题是通过使光束快速准确地移动以跟踪轨迹或达到所需高度来稳定TRAS。仿真结果在MATLAB/Simulink中进行。该系统被解耦成两个单输入单输出(SISO)系统。对比INTECO提供的优化后的比例积分导数(proportional, integral and derivative, PID)控制器的性能,结果表明LQR控制器在执行粒子群优化时,无论在瞬态响应还是稳态响应方面都具有更好的性能。
{"title":"Optimal Tuning of Linear Quadratic Regulator Controller Using a Particle Swarm Optimization for Two-Rotor Aerodynamical System","authors":"Ayad Al-Mahturi, H. Wahid","doi":"10.5281/ZENODO.1128899","DOIUrl":"https://doi.org/10.5281/ZENODO.1128899","url":null,"abstract":"This paper presents an optimal state feedback controller based on Linear Quadratic Regulator (LQR) for a two-rotor aero-dynamical system (TRAS). TRAS is a highly nonlinear multi-input multi-output (MIMO) system with two degrees of freedom and cross coupling. There are two parameters that define the behavior of LQR controller: state weighting matrix and control weighting matrix. The two parameters influence the performance of LQR. Particle Swarm Optimization (PSO) is proposed to optimally tune weighting matrices of LQR. The major concern of using LQR controller is to stabilize the TRAS by making the beam move quickly and accurately for tracking a trajectory or to reach a desired altitude. The simulation results were carried out in MATLAB/Simulink. The system is decoupled into two single-input single-output (SISO) systems. Comparing the performance of the optimized proportional, integral and derivative (PID) controller provided by INTECO, results depict that LQR controller gives a better performance in terms of both transient and steady state responses when PSO is performed.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86632361","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: 27
An Efficient Tool for Mitigating Voltage Unbalance with Reactive Power Control of Distributed Grid-Connected Photovoltaic Systems 分布式光伏并网系统无功控制缓解电压不平衡的有效手段
Malinwo Estone Ayikpa
With the rapid increase of grid-connected PV systems over the last decades, genuine challenges have arisen for engineers and professionals of energy field in the planning and operation of existing distribution networks with the integration of new generation sources. However, the conventional distribution network, in its design was not expected to receive other generation outside the main power supply. The tools generally used to analyze the networks become inefficient and cannot take into account all the constraints related to the operation of grid-connected PV systems. Some of these constraints are voltage control difficulty, reverse power flow, and especially voltage unbalance which could be due to the poor distribution of single-phase PV systems in the network. In order to analyze the impact of the connection of small and large number of PV systems to the distribution networks, this paper presents an efficient optimization tool that minimizes voltage unbalance in three-phase distribution networks with active and reactive power injections from the allocation of single-phase and three-phase PV plants. Reactive power can be generated or absorbed using the available capacity and the adjustable power factor of the inverter. Good reduction of voltage unbalance can be achieved by reactive power control of the PV systems. The presented tool is based on the three-phase current injection method and the PV systems are modeled via an equivalent circuit. The primal-dual interior point method is used to obtain the optimal operating points for the systems.
在过去的几十年里,随着并网光伏系统的快速增长,工程师和能源领域的专业人士在规划和运行现有的配电网与新一代能源的整合方面遇到了真正的挑战。然而,传统的配电网,在其设计中并没有期望接收主电源以外的其他发电。通常用于分析电网的工具变得低效,并且不能考虑到与并网光伏系统运行相关的所有约束。其中一些限制是电压控制困难,反向潮流,特别是电压不平衡,这可能是由于单相光伏系统在网络中的分布不良。为了分析小型和大量光伏系统接入配电网的影响,本文提出了一种有效的优化工具,可以最大限度地减少单相和三相光伏电站分配的有功和无功注入对三相配电网的电压不平衡。利用逆变器的可用容量和可调功率因数,可以产生或吸收无功功率。通过对光伏系统进行无功控制,可以很好地降低电压不平衡。该工具基于三相电流注入法,并通过等效电路对光伏系统进行建模。采用原对偶内点法求解系统的最优工作点。
{"title":"An Efficient Tool for Mitigating Voltage Unbalance with Reactive Power Control of Distributed Grid-Connected Photovoltaic Systems","authors":"Malinwo Estone Ayikpa","doi":"10.5281/ZENODO.1128826","DOIUrl":"https://doi.org/10.5281/ZENODO.1128826","url":null,"abstract":"With the rapid increase of grid-connected PV systems over the last decades, genuine challenges have arisen for engineers and professionals of energy field in the planning and operation of existing distribution networks with the integration of new generation sources. However, the conventional distribution network, in its design was not expected to receive other generation outside the main power supply. The tools generally used to analyze the networks become inefficient and cannot take into account all the constraints related to the operation of grid-connected PV systems. Some of these constraints are voltage control difficulty, reverse power flow, and especially voltage unbalance which could be due to the poor distribution of single-phase PV systems in the network. In order to analyze the impact of the connection of small and large number of PV systems to the distribution networks, this paper presents an efficient optimization tool that minimizes voltage unbalance in three-phase distribution networks with active and reactive power injections from the allocation of single-phase and three-phase PV plants. Reactive power can be generated or absorbed using the available capacity and the adjustable power factor of the inverter. Good reduction of voltage unbalance can be achieved by reactive power control of the PV systems. The presented tool is based on the three-phase current injection method and the PV systems are modeled via an equivalent circuit. The primal-dual interior point method is used to obtain the optimal operating points for the systems.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78615801","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: 0
Multimodal Medical Image Fusion Using Modified PCNN Based on Linking Strength Estimation by MSVD Transform 基于MSVD变换链接强度估计的改进PCNN多模态医学图像融合
H. Ouerghi, Olfa Mourali, E. Zagrouba
In this paper, we propose a novel multimodal MRI and CT images fusion method based on Multi-resolution Singular Value Decomposition (MSVD) and Modified Pulse Coupled Neural Network (MPCNN).Firstly, the input pre-registered MRI and CT images are decomposed into high frequency (HF) and low frequency (LF) sub-bands by using the MSVD transform. Then, the MPCNN model is applied on each LF sub-bands. The proposed method can adaptively determine the linking strength of the MPCNN model. After that, LF coefficients are combined based on the output of MPCNN coefficients while HF coefficients are fused by using the maximum selection rule. Finally, the inverse MSVD is applied to reconstruct the fused image. Visual effect and objective evaluation criteria are used to evaluate the performance of our approach for nine pairs of MRI and CT images. The experimental results demonstrate that the proposed method has a better performance than other current methods.
本文提出了一种基于多分辨率奇异值分解(MSVD)和改进脉冲耦合神经网络(MPCNN)的多模态MRI与CT图像融合方法。首先,利用MSVD变换将输入的预配准MRI和CT图像分解为高频(HF)和低频(LF)子带;然后,将MPCNN模型应用于低频各子带。该方法可以自适应地确定MPCNN模型的连接强度。然后根据MPCNN系数的输出对低频系数进行组合,利用最大选择规则对高频系数进行融合。最后,利用逆MSVD对融合后的图像进行重构。采用视觉效果和客观评价标准对9对MRI和CT图像进行了评价。实验结果表明,该方法比现有方法具有更好的性能。
{"title":"Multimodal Medical Image Fusion Using Modified PCNN Based on Linking Strength Estimation by MSVD Transform","authors":"H. Ouerghi, Olfa Mourali, E. Zagrouba","doi":"10.17706/IJCCE.2017.6.3.201-211","DOIUrl":"https://doi.org/10.17706/IJCCE.2017.6.3.201-211","url":null,"abstract":"In this paper, we propose a novel multimodal MRI and CT images fusion method based on Multi-resolution Singular Value Decomposition (MSVD) and Modified Pulse Coupled Neural Network (MPCNN).Firstly, the input pre-registered MRI and CT images are decomposed into high frequency (HF) and low frequency (LF) sub-bands by using the MSVD transform. Then, the MPCNN model is applied on each LF sub-bands. The proposed method can adaptively determine the linking strength of the MPCNN model. After that, LF coefficients are combined based on the output of MPCNN coefficients while HF coefficients are fused by using the maximum selection rule. Finally, the inverse MSVD is applied to reconstruct the fused image. Visual effect and objective evaluation criteria are used to evaluate the performance of our approach for nine pairs of MRI and CT images. The experimental results demonstrate that the proposed method has a better performance than other current methods.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76170558","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: 6
A Proposed SM-IMSAF Algorithm with Fast Convergence Rate 一种收敛速度快的SM-IMSAF算法
Long Shi, Haiquan Zhao
In order to obtain a fast convergence rate, we propose a novel algorithm at the basis of the improved multiband-structured subband adaptive filter algorithm (IMSAF). The proposed algorithm incorporates the idea of set-membership into the IMSAF (SM-IMSAF). The update equation of the proposed SM-IMSAF is derived by using the Lagrange Multiplier method. Due to the effect of set-membership, the proposed SM-IMSAF achieves a better performance than some existing well-known algorithms. The simulation experiments are carried out under the condition of the system identification applications. Considering the practical condition, exact-modeling as well as under-modeling is taken into account in the simulations. At the same time, the tracking ability of SM-IMSAF algorithm is also researched when the unknown system mutates. The simulation results verify the superiority of the SM-IMSAF algorithm.
为了获得较快的收敛速度,我们在改进的多带结构子带自适应滤波算法(IMSAF)的基础上提出了一种新的算法。该算法将集合隶属度的思想引入到IMSAF (SM-IMSAF)中。利用拉格朗日乘子法推导了SM-IMSAF的更新方程。由于集合隶属度的影响,本文提出的SM-IMSAF算法比现有的一些知名算法具有更好的性能。在系统识别应用的条件下进行了仿真实验。考虑到实际情况,在仿真中考虑了精确建模和欠建模。同时,研究了SM-IMSAF算法在未知系统发生突变时的跟踪能力。仿真结果验证了SM-IMSAF算法的优越性。
{"title":"A Proposed SM-IMSAF Algorithm with Fast Convergence Rate","authors":"Long Shi, Haiquan Zhao","doi":"10.17706/IJCCE.2017.6.1.57-66","DOIUrl":"https://doi.org/10.17706/IJCCE.2017.6.1.57-66","url":null,"abstract":"In order to obtain a fast convergence rate, we propose a novel algorithm at the basis of the improved multiband-structured subband adaptive filter algorithm (IMSAF). The proposed algorithm incorporates the idea of set-membership into the IMSAF (SM-IMSAF). The update equation of the proposed SM-IMSAF is derived by using the Lagrange Multiplier method. Due to the effect of set-membership, the proposed SM-IMSAF achieves a better performance than some existing well-known algorithms. The simulation experiments are carried out under the condition of the system identification applications. Considering the practical condition, exact-modeling as well as under-modeling is taken into account in the simulations. At the same time, the tracking ability of SM-IMSAF algorithm is also researched when the unknown system mutates. The simulation results verify the superiority of the SM-IMSAF algorithm.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87661328","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: 0
Latent Effects of Cloud Computing on IT Capacity Management Structures 云计算对IT容量管理结构的潜在影响
Joe Bauer, Alphonso R. Bellamy
Cloud computing is a disruptive technology providing the occasion for change in the sociotechnical structures of IT capacity management, but what are the latent effects of this? With interviews from ten case study organizations, this qualitative research generates a model that describes a spectrum of IT capacity-management structures, from classic to cloud, and describes the patterned differences that were discovered. Among the ten organizations studied, the latent, or unintended consequences of IT capacitymanagement trying to “stay relevant” during a transition to cloud computing adoption appears to lead to its own obsolescence. This analysis can be used as a platform for more targeted hypothesis testing to provide evidence for or against the generalization and external validity of this exploratory research.
云计算是一种颠覆性的技术,它为IT容量管理的社会技术结构的变化提供了机会,但是这种变化的潜在影响是什么?通过对十个案例研究组织的采访,本定性研究生成了一个模型,该模型描述了从经典到云的一系列IT能力管理结构,并描述了所发现的模式差异。在被研究的十个组织中,试图在向云计算过渡期间“保持相关性”的IT能力管理的潜在或意想不到的后果似乎会导致其自身的过时。这一分析可以作为一个平台,进行更有针对性的假设检验,为支持或反对本探索性研究的泛化和外部有效性提供证据。
{"title":"Latent Effects of Cloud Computing on IT Capacity Management Structures","authors":"Joe Bauer, Alphonso R. Bellamy","doi":"10.17706/ijcce.2017.6.2.111-126","DOIUrl":"https://doi.org/10.17706/ijcce.2017.6.2.111-126","url":null,"abstract":"Cloud computing is a disruptive technology providing the occasion for change in the sociotechnical structures of IT capacity management, but what are the latent effects of this? With interviews from ten case study organizations, this qualitative research generates a model that describes a spectrum of IT capacity-management structures, from classic to cloud, and describes the patterned differences that were discovered. Among the ten organizations studied, the latent, or unintended consequences of IT capacitymanagement trying to “stay relevant” during a transition to cloud computing adoption appears to lead to its own obsolescence. This analysis can be used as a platform for more targeted hypothesis testing to provide evidence for or against the generalization and external validity of this exploratory research.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87516533","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
Optimal Rectangular Microstrip Antenna with and without Air Gaps Design by Means of Particle Swarm Optimization and Vortex Search Algorithm 基于粒子群优化和涡旋搜索算法的带和不带气隙矩形微带天线优化设计
U. Ozkaya, L. Seyfi
In this paper, Particle Swarm Optimization and Vortex Search Algorithm are applied to design desired characteristics of rectangular microstrip antenna with and without air gaps. The proposed artificial intelligence algorithms are inspired from natural events or behavior of living things in nature. Resonance frequency and return loss of microstrip antenna are dependence with design parameters. The computed results for dielectric substrate’s height is tuned by Particle Swarm Optimization and Vortex Search Algorithm for optimal design.
本文应用粒子群算法和涡旋搜索算法设计了带气隙和不带气隙的矩形微带天线的理想特性。所提出的人工智能算法的灵感来自自然事件或自然界生物的行为。微带天线的谐振频率和回波损耗与设计参数有关。采用粒子群算法和涡旋搜索算法对介质衬底高度的计算结果进行了优化设计。
{"title":"Optimal Rectangular Microstrip Antenna with and without Air Gaps Design by Means of Particle Swarm Optimization and Vortex Search Algorithm","authors":"U. Ozkaya, L. Seyfi","doi":"10.17706/IJCCE.2017.6.1.75-82","DOIUrl":"https://doi.org/10.17706/IJCCE.2017.6.1.75-82","url":null,"abstract":"In this paper, Particle Swarm Optimization and Vortex Search Algorithm are applied to design desired characteristics of rectangular microstrip antenna with and without air gaps. The proposed artificial intelligence algorithms are inspired from natural events or behavior of living things in nature. Resonance frequency and return loss of microstrip antenna are dependence with design parameters. The computed results for dielectric substrate’s height is tuned by Particle Swarm Optimization and Vortex Search Algorithm for optimal design.","PeriodicalId":23787,"journal":{"name":"World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86661243","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: 0
期刊
World Academy of Science, Engineering and Technology, International Journal of Electrical, Computer, Energetic, Electronic and Communication Engineering
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