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2017 11th International Conference on Intelligent Systems and Control (ISCO)最新文献

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Designing of FOPID controller for heating furnace using different optimization techniques 采用不同优化技术的加热炉FOPID控制器设计
Pub Date : 2017-02-16 DOI: 10.1109/ISCO.2017.7856008
Amlan Basu, Sumit Mohanty, Rohit Sharma
This paper is based on introducing the fractional order elements to improvise the performance of traditional PID controllers. In the complete procedure the different tuning parameters (Kp, Ki, Kd) and the differ-integral's order (λ, μ) of the controller are being obtained using various optimization techniques so that the performance of the heating furnace can be meliorated. The plant (heating furnace) and the different FOPID controllers designed using optimization techniques are kept in a closed loop & the time response characteristics are analyzed. The paper also demonstrates the mathematical modeling of the heating furnace which is being done using the Laplace transform and is in the integer order form or we can say that it is an integer order model.
本文通过引入分数阶元素来改进传统PID控制器的性能。在整个过程中,利用各种优化技术获得了控制器的不同整定参数(Kp, Ki, Kd)和微分积分阶数(λ, μ),从而提高了加热炉的性能。将装置(加热炉)和采用优化技术设计的不同FOPID控制器保持在一个闭环中,并分析了时间响应特性。本文还论证了加热炉的数学模型,该模型采用拉普拉斯变换,是整数阶模型,也可以说是整数阶模型。
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引用次数: 2
Robust control design using discrete sliding mode control for uncertain systems 不确定系统的离散滑模鲁棒控制设计
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855978
Y. P. Patil, H. Patel, B. Musmade
In this paper, continuous-time sliding mode control based on the recently developed inertial delay control is extended to the discrete-time case. A notable feature of the proposed control is that it affords control over the magnitude of the quasi-sliding for a given sampling period. The use of the δ-operator in conjunction with a new sliding mode condition derived in this paper, enables complete and seamless unification of the sliding condition, control law and the underlying inertial delay control.
本文在最新发展的惯性延迟控制的基础上,将连续时间滑模控制推广到离散时间情况。所提出的控制的一个显著特征是,它提供了控制准滑动的幅度在给定的采样周期。将δ算子与本文导出的一个新的滑模条件相结合,可以实现滑动条件、控制律和底层惯性延迟控制的完全无缝统一。
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引用次数: 0
Software cost estimation using homeostasis mutation based differential evolution 基于差分进化的稳态突变软件成本估算
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855976
S. Singh, Anoj Kumar
The main concern in the field of software development is estimation of the cost of software at its initial phase of development. The cost estimation usually depends upon the size of the project, which may use lines of code or function points as metrics. In COCOMO, for the accuracy of the cost estimation, cost factors need to be formulated in the individual development environment. In this paper, some new mutation strategies are proposed to improve the accuracy of cost estimation by modifying parameters of COCOMO using Homeostasis mutation based differential evolution(HMBDE). The proposed method adds one more vector named as Homeostasis mutation vector in the existing mutation vector to provide more bandwidth for selecting effective mutant solutions providing a wide search space for probable solution. The proposed approach provides more accurate solutions to guide the evolution. Performance of proposed algorithm is compared with software cost estimation models. The result verifies that our proposed HMBDE performs better than COCOMO based DE and PSO algorithm and other soft computing models.
软件开发领域的主要关注点是软件开发初始阶段的成本估算。成本估算通常取决于项目的规模,它可能使用代码行或功能点作为度量标准。在COCOMO中,为了成本估算的准确性,需要在个别开发环境中制定成本因素。本文采用基于稳态突变的差分进化(HMBDE)方法,通过修改COCOMO的参数,提出了一些新的突变策略,以提高成本估计的准确性。该方法在现有突变向量的基础上增加了一个稳态突变向量,为选择有效突变解提供了更大的带宽,为可能解提供了更大的搜索空间。所提出的方法提供了更准确的解决方案来指导演进。将该算法的性能与软件成本估计模型进行了比较。结果表明,本文提出的HMBDE算法的性能优于基于COCOMO的DE和PSO算法等软计算模型。
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引用次数: 10
Virtual Grid based energy efficient mobile sink routing algorithm for WSN 基于虚拟网格的无线传感器网络节能移动汇聚路由算法
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856006
Rajanpreet Bhatti, Gurinderjeet Kaur
In Wireless Sensor Network, sensor nodes are low powered and small devices mainly deployed in critical regions. Due to their energy constraint issues, many routing algorithms have been developed for efficient forwarding of data for minimizing energy consumption. Considering the static sink, nodes near the sink will have more load for routing data, therefore sink has been made as mobile. Now the sink can itself moves to the sensor node or leader node for collecting data as sink can be charged with high energy. Moreover sensor nodes deployed in battlefields, hills and similar risky areas are difficult to monitor for their energy issues. So the concept of grid arises. Now the sensor network can be constructed as logical grids of uniform size and data aggregation can be done using energy efficient routing. The proposed algorithm is an enhanced form of VGDRA algorithm which is grid based routing algorithm but lacks the concept of estimating energy on the basis of distance. In the proposed algorithm, sensor network is divided into logical grids of k-cells and a Cell Header (CH) is elected among each cell that acts as leader to cluster. The algorithm proves to be efficient in terms of energy by minimizing route construction cost considering shortest distance to sink.
在无线传感器网络中,传感器节点是低功耗的小型设备,主要部署在关键区域。由于它们的能量约束问题,许多路由算法已经被开发用于有效地转发数据以最小化能量消耗。考虑到静态sink,靠近sink的节点将有更多的路由数据负载,因此sink被设置为移动的。现在,接收器可以自己移动到传感器节点或领导节点收集数据,因为接收器可以充电高能量。此外,部署在战场、丘陵和类似危险区域的传感器节点很难监测其能量问题。所以网格的概念出现了。现在,传感器网络可以构建成统一大小的逻辑网格,并且可以使用节能路由进行数据聚合。该算法是VGDRA算法的改进形式,VGDRA算法是基于网格的路由算法,但缺少基于距离估计能量的概念。在该算法中,传感器网络被划分为k个单元的逻辑网格,并在每个单元中选出一个Cell Header (CH)作为集群的领导者。该算法以最小的路径建设成本为目标,考虑到最短的下沉距离,在能量方面是有效的。
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引用次数: 12
Multimodal Biometrics for user authentication 用于用户身份验证的多模式生物识别技术
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856044
R. Parkavi, K. Babu, Jatinder Kumar
The main aim of this paper is to provide multilevel authentication in biometric systems. Multimodal biometric is the usage of multiple biometric indicators by personal identification systems for identifying the individuals. Multimodal authentication provides more level of authentication than unimodal biometrics which uses only one biometric data such as fingerprint or face or palm print or iris. In this paper, we are using fingerprint and iris of a person for the automatic identification of an individual by combining finger print and iris of a person at the matching-score level. A technique called Minutiae matching and Edge detection is used for this purpose. The performance of the proposed technique has been evaluated and accuracy has been increased by minimizing the FAR (False Acceptance Rate) and FRR (False Rejection Rate).
本文的主要目的是为生物识别系统提供多级认证。多模态生物识别是指个人识别系统使用多种生物识别指标来识别个体。与单模态生物识别技术相比,多模态身份验证提供了更高级别的身份验证,单模态生物识别技术只使用一种生物识别数据,如指纹、面部、掌纹或虹膜。在本文中,我们利用人的指纹和虹膜在匹配分数水平上结合人的指纹和虹膜来自动识别个人。一种称为细节匹配和边缘检测的技术用于此目的。本文对该技术的性能进行了评估,并通过最小化FAR(错误接受率)和FRR(错误拒绝率)来提高准确性。
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引用次数: 29
Improved design for microplasma generation using planar interdigitated terminal (IDT) structure for explosive fuse applications 基于平面交叉终端(IDT)结构的爆炸引信微等离子体生成改进设计
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856025
S. Dutta, R. K. Bhan, Udita Kapoor
This paper discusses about improved design for microplasma generation using a planar interdigitated terminal (IDT) structure. The IDT structure is fabricated by Au electroplating (5 µm) using a single mask process on quartz wafer. The gap between the subsequent IDT fingers is kept at 30 µm. The IDT structure showed microplasma generation at 570–580 V bias in atmospheric condition.
本文讨论了利用平面互指终端(IDT)结构产生微等离子体的改进设计。采用单掩膜工艺在石英晶片上电镀5µm的Au,制备了IDT结构。后续IDT手指之间的间隙保持在30µm。在大气条件下,IDT结构在570 ~ 580v偏置下产生微等离子体。
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引用次数: 0
Investigating the performance of PV interfaced PBT based DSTATCOM by Adaptive Fuzzy logic controller for reactive power management 采用自适应模糊控制器研究了基于PBT的光伏接口DSTATCOM的无功管理性能
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855974
T. Kumar, S. Venkateshwarlu
Advancement in technology and rapid industrialization towards extensive use of power electronic controlled devices and enormous growth towards agriculture sector in rural areas of electrical distribution system resulted in substantial increase of power quality issues as well as reactive power requirement. Voltage drop in the system due to huge active and reactive power requirements of the loads can be minimized by distributed generation. Towards this end renewable energy source Viz., Solar Photovoltaic power generation and mitigating the power quality issues at load end can be resolved by using shunt connected custom power device DSTATCOM. In this paper the performance of PV interfaced Power Balance Theory (PBT) based DSTATCOM (Distribution Static Compensator) using Adaptive Fuzzy logic PI controller and conventional PI controller for real and reactive power control is investigated using Simpowersystem block set of MATLAB. The simulation results proves that adaptive fuzzy logic PI controller provides better system response, control of real and reactive power and improvement in THD of source current over PI controller.
随着技术的进步和工业化的快速发展,电力电子控制设备的广泛使用以及农村配电系统向农业部门的巨大增长,导致了电能质量问题和无功需求的大幅增加。分布式发电可以最大限度地降低系统中因负载的有功和无功需求而产生的电压降。为了实现这一目标,可再生能源即太阳能光伏发电和减轻负载端的电能质量问题可以通过使用并联的定制电源设备DSTATCOM来解决。本文利用MATLAB中的Simpowersystem模块集,研究了基于PBT功率平衡理论的分布式静态补偿器(DSTATCOM)采用自适应模糊PI控制器和传统PI控制器进行实功率和无功功率控制的性能。仿真结果表明,自适应模糊逻辑PI控制器比PI控制器具有更好的系统响应、实功率和无功功率控制以及源电流的THD性能。
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引用次数: 2
Impact of length and thickness of active region on radiated output power of InP/InGaAsP laser 有源区长度和厚度对InP/InGaAsP激光器辐射输出功率的影响
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856009
A. Prajapati, P. Dey, Jivesh Verma, T. Das
A double heterostructure light amplification by stimulated emission of radiation device is designed from two different semiconductor materials. The material used for the active region is InGaAsP and is nearly lattice matched with InP acting as the bulk. We have designed the device in order to observe the impact of length and thickness of active region on radiated output power, photon density and the changes in the radiation pattern of the active region with the variation of length and thickness of the active region. A proper octagonal coherent monochromatic radiation pattern is observed as we reduce the thickness but with the variation of length of the active region, the radiation pattern seems to get disturbed. For the anode voltage of 1.7V, the maximum light intensity achieved from the Fabry-Perot laser is 2.72×108 and is obtained at a wavelength of 1.21µm. In this regard we have studied the variation of reflectivity as function of length of the active region.
采用两种不同的半导体材料,设计了一种双异质结构受激辐射放大装置。用于活性区的材料是InGaAsP,与充当体的InP几乎是晶格匹配的。我们设计该装置是为了观察有源区长度和厚度对辐射输出功率、光子密度的影响,以及有源区辐射方向图随有源区长度和厚度变化的变化。随着厚度的减小,可以观察到合适的八角形相干单色辐射图,但随着活动区域长度的变化,辐射图似乎受到干扰。当阳极电压为1.7V时,法布里-珀罗激光器在波长为1.21µm处的最大光强为2.72×108。在这方面,我们研究了反射率随活跃区长度的变化。
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引用次数: 1
A low cost wireless sensor system for monitoring the Air Handling Unit of the University building 一种低成本的无线传感器系统,用于监控大学大楼的空气处理单元
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7855954
F. I. Engoti, N. Subramani, R. Quéré, M. Lalande
In this work, we propose the development of monitoring system for the Air Handling Unit of a particular building of the University via Zigbee network. The proposed system will provide all the essential information required for the thermal modeling of the building using Dynamic Thermal Simulation. Furthermore, this will allow us to accomplish autonomous building management and also to study the thermal behaviour of the building and their interaction with the external environment.
本文提出了一种基于Zigbee网络的大学某住宅楼空气处理机组监控系统的开发方案。该系统将提供使用动态热模拟进行建筑热建模所需的所有基本信息。此外,这将使我们能够完成自主建筑管理,并研究建筑的热行为及其与外部环境的相互作用。
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引用次数: 0
An assessment framework for Precipitation decision making using AHP 基于层次分析法的降水决策评估框架
Pub Date : 1900-01-01 DOI: 10.1109/ISCO.2017.7856030
Vaishnavi B., K. Yarrakula, K. J., Chandrasegar Thirumalai
This work aims to study the relation between Precipitation and six of its various climatic factors. The analysis shows how much is the contribution of Reference Crop Evapotranspiration, Average Temperature, Wet Day frequency, Potential Evapotranspiration, Vapor Pressure and the Cloud Cover towards precipitation. For the purpose of finding the percentage of contribution by every parameter on Precipitation, we use a method called Analytical Hierarchical Processing. Basically, Analytical Hierarchical Processing is used for decision making.
本研究旨在研究降水与6个气候因子之间的关系。分析显示了参考作物蒸散量、平均温度、湿润日频率、潜在蒸散量、蒸汽压和云量对降水的贡献。为了找到每个参数对降水的贡献百分比,我们使用了一种称为分析层次处理的方法。基本上,层次分析法用于决策。
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引用次数: 58
期刊
2017 11th International Conference on Intelligent Systems and Control (ISCO)
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