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2021 International Conference on Control, Automation, Power and Signal Processing (CAPS)最新文献

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Beam Steering and Beam Stabilization of Active Electronically Scanned Array (AESA) Seeker for Missile Guidance 导弹制导用有源电子扫描阵列导引头的波束转向与波束稳定
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730685
Vikas Patel, H. Madhukar
Emergence of Active Electronically Scanned Array (AESA) technology has immensely revolutionized the design and development of surveillance radars. Traditional mechanically steered seekers posses inherit limitations of electro-mechanical systems such as limited beam scan rate, inertia, backlash etc. With advances in AESA technology a new airborne pulse seeker for highly specific purpose is developed, whose beam can be controlled and stabilized using adaptive beam control software. Seeker's primary objective is to guide the missile towards intended target with very high precision in order to achieve target interception. Steering and stabilizing the beam of seeker mounted on highly manoeuvring platform is a critical challenge. Beam steering is achieved through phase control using 6 bit phase shifter in each Transmit Receive Modules (TRM) where as beam stabilization to counter platform motion is achieved with the MEMS based gyroscope. The system developed can be characterized with quasi circular planar array designed using highly miniaturized TRM. An inbuilt digital circuitry is designed for beam steering, using Field Programmable Gate Arrays(FPGA's). In this paper authors have presented the beam steering and stabilization scheme, its simulation and validation through implementation of presented scheme in seeker hardware.
有源电子扫描阵列(AESA)技术的出现极大地改变了监视雷达的设计和发展。传统的机械制导导引头具有机电系统固有的局限性,如波束扫描速率有限、惯性、间隙等。随着有源相控阵技术的发展,研制了一种新型的专用机载脉冲导引头,该导引头的波束可采用自适应波束控制软件进行控制和稳定。导引头的主要目标是以非常高的精度引导导弹朝向预定目标以实现目标拦截。安装在高机动平台上的导引头的波束转向和稳定是一个关键的挑战。波束控制是通过在每个发送接收模块(TRM)中使用6位移相器进行相位控制来实现的,其中波束稳定是通过基于MEMS的陀螺仪来实现的,以对抗平台运动。该系统可采用高度小型化TRM设计的准圆形平面阵列进行表征。采用现场可编程门阵列(FPGA)设计了用于波束控制的内置数字电路。本文提出了波束导向和稳定方案,并通过在导引头硬件上的实现对该方案进行了仿真和验证。
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引用次数: 0
Modelling and Control of PMSG based Wind Turbine 基于PMSG的风力发电机组建模与控制
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730662
Babita Panda, Aman Sharma, Sudip Nandi, Arjyadhara Pradhan, B. Panda, C. Jena
The aim of this paper is to model a PMSG based wind turbine with different control strategy such as pitch angle and turbine control. The wind turbine operates at optimum efficiency with this control phenomena. Also the system is more reliable even in stormy climate conditions. The suggested system acknowledges 7 m/s wind speed as lowest and 50 m/s wind speed as max operating speed. In this study, the offshore regions are considered for standalone systems. The suggested system is modelled in MATLAB/SIMULINK platform for three different conditions such as i) Normal condition ii) Windy condition iii)Extreme condition.
本文的目的是建立具有不同控制策略(如俯仰角和风力机控制)的基于PMSG的风力机模型。在这种控制现象下,风力涡轮机以最佳效率运行。此外,即使在暴风雨天气条件下,系统也更加可靠。建议系统将最低风速识别为7米/秒,最大风速识别为50米/秒。在本研究中,海上区域被考虑为独立系统。在MATLAB/SIMULINK平台上对系统进行了1)正常工况2)大风工况3)极端工况的建模。
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引用次数: 2
A context-based image segmentation using multiverse optimization and joint entropy 一种基于上下文的图像分割方法
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730650
Mausam Chouksey, R. K. Jha
One of the most commonly used approaches for image segmentation is multilevel thresholding. Histogram segmentation is the most often used approach in image segmentation. While histogram-based techniques only examine intensity frequency and ignore spatial information. Contextual knowledge helps improve the segmented image by helping users see how vital each pixel is and comprehend the context of other pixels. Spatial information is built into a curve with the same characteristics as a histogram. This work proposes Joint entropy and a multilevel energy curve for segmenting colour images. Multiverse optimization is employed as an optimization algorithm to find out the threshold. The energy curve based method is compared with a histogram-based method and variational mode decomposition-based method. The numerical metrics used to evaluate the proposed algorithm's output include structural similarity index, feature similarity index, peak signal to noise ratio, uniformity and a quality index based on local variance and computing time. Experiments show that the proposed algorithm produces more consistent results than existing techniques. The proposed algorithm delivers more consistent results than the other two techniques, according to the experiments.
多级阈值分割是图像分割中最常用的方法之一。直方图分割是图像分割中最常用的方法。而基于直方图的技术只检查强度频率而忽略空间信息。上下文知识通过帮助用户看到每个像素的重要性以及理解其他像素的上下文来帮助改进分割图像。空间信息被构建成具有与直方图相同特征的曲线。提出了联合熵和多级能量曲线分割彩色图像的方法。采用多元宇宙优化算法寻找阈值。将基于能量曲线的方法与基于直方图的方法和基于变分模态分解的方法进行比较。用于评估该算法输出的数值指标包括结构相似度指标、特征相似度指标、峰值信噪比、均匀性以及基于局部方差和计算时间的质量指标。实验结果表明,该算法比现有的算法具有更高的一致性。实验结果表明,该算法比其他两种算法的结果更加一致。
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引用次数: 0
Maximum Power Point Tracking for Photovoltaic Systems Using Ripple Correlation Control 基于纹波相关控制的光伏系统最大功率跟踪
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730626
P. Sahu, Rajiv Dey
This paper presents a low-pass filter based ripple correlation control (LPF-RCC) maximum power point tracking (MPPT) in photovoltaic (PV) systems for high power applications. Ripple correlation control is a non-linear and accurate technique of MPPT, which inherently eliminates the steady state oscillations. With the proper tuning of filter coefficients and proportional integral (PI) controller parameters, RCC is able to suppress the transient oscillations effectively. Photovoltaic (PV) system equipped with the boost converter and RCC control strategy has been implemented for various solar irradiance levels at 25°C. This work proposes a low-pass filtered version of RCC with proper tuning of Proportional Controller (PI) to improve transient and tracking performance. Simulation results show that the proposed LPF -based RCC is very much effective in eliminating unwanted ripples from voltage, current and power outputs.
提出了一种基于低通滤波器的高功率光伏系统中纹波相关控制(LPF-RCC)最大功率点跟踪(MPPT)方法。纹波相关控制是一种非线性、精确的MPPT控制技术,它固有地消除了稳态振荡。通过适当调整滤波器系数和比例积分(PI)控制器参数,RCC可以有效地抑制瞬态振荡。采用升压变换器和RCC控制策略的光伏(PV)系统在25°C下实现了不同太阳辐照度水平。这项工作提出了一个低通滤波版本的RCC,适当调整比例控制器(PI),以改善瞬态和跟踪性能。仿真结果表明,基于LPF的RCC在消除电压、电流和功率输出中不需要的纹波方面非常有效。
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引用次数: 1
Tilt Angle Estimation for Building Integrated Photo-voltaics - An Investigative Study 建筑一体化光伏倾斜角度估算的调查研究
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730507
Anirudha Barman
This paper demonstrates an investigation procedure to determine the optimum tilt angle for eight different regions of Bangladesh, a country of South Asia situated in the Northern Hemisphere. The work focuses on determining one tilt angle for each region for a whole year and finally finds out the suitable areas to accumulate more incident energy through installing photovoltaic panels that are tilted at an optimum angle. The simulation outcome observation also shows that the energy accumulation increases because of the optimization of the tilt angle of photovoltaic panels. From the result analysis, the paper observed that location-wise the optimum tilt angle varies from 25.57° to 22.10°. Moreover, the study also finds out that the Southern Region of Bangladesh is more suitable to install building-integrated photovoltaic tilting the solar panels at an optimized angle because the tilted photovoltaic panels in the Southern region can harness almost 9% −10% more energy than Northern Region.
本文演示了一种调查程序,以确定孟加拉国八个不同地区的最佳倾斜角度,孟加拉国是一个位于北半球的南亚国家。这项工作的重点是在一年的时间里为每个区域确定一个倾斜角度,最后通过安装光伏板,以最佳角度倾斜,找到合适的区域来积累更多的入射能量。仿真结果观察也表明,优化光伏板的倾斜角度使能量积累增加。从结果分析来看,从位置上看,最佳倾斜角在25.57°~ 22.10°之间。此外,研究还发现,孟加拉国南部地区更适合安装以最佳角度倾斜太阳能电池板的建筑一体化光伏发电,因为南部地区倾斜的光伏电池板可以比北部地区多利用近9% - 10%的能源。
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引用次数: 1
A CACDSS for automatic detection of Parkinson's disease using EEG signals 利用脑电图信号自动检测帕金森病的CACDSS
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730723
S. K. Khare, V. Bajaj
The advancement from new-born to old-age results in physical and psychological growth of human-being. The number of neurons also begins to die or become impaired with advancing age. These dying or impaired neurons result in declination for the generation of dopamine which is the prime reason for Parkinson's disease (PD). Though PD is incurable, early detection, proper diagnosis, and timely medication may help PD patients to perform their routine tasks. Electroencephalogram (EEG) signals are one such medium for automatic detection of PD. But the nature of EEG signals is complex, non-linear, and non-stationary making its analysis difficult. Therefore, this paper presents a computer-aided clinical decision support system (CACDSS). The CACDSS consists of automatic signal analysis and classification techniques combining automated variational mode decomposition (AOVMD) and automated extreme learning machine (AOELM) classifier. AOVMD selects the decomposition parameters adaptively using the arithmetic optimization algorithm by extracting representative modes and minimizing reconstruction error. The modes are further used to compute features which are fed to AOELM classifier to classify normal controls (NC) versus off medication PD EEG records (SFPD) and NC versus on medication PD EEG records (SOPD). The highest accuracy of 98.91% and 98.55% is obtained in classifying NC versus SOPD and NC versus SFPD, respectively.
从新生儿到老年的发展,导致了人的生理和心理的成长。随着年龄的增长,神经元的数量也开始死亡或受损。这些死亡或受损的神经元导致多巴胺的产生减少,这是帕金森病(PD)的主要原因。虽然PD是无法治愈的,但早期发现、正确诊断和及时用药可能有助于PD患者完成日常工作。脑电图(EEG)信号是一种自动检测PD的介质。但是脑电图信号的复杂性、非线性和非平稳性给其分析带来了困难。为此,本文提出了一种计算机辅助临床决策支持系统(CACDSS)。CACDSS由自动变分模态分解(automated variational mode decomposition, AOVMD)和自动极限学习机(automated extreme learning machine, AOELM)分类器相结合的自动信号分析和分类技术组成。AOVMD采用算法优化算法自适应选择分解参数,提取有代表性的模式,使重构误差最小化。这些模式被进一步用于计算特征,这些特征被馈送到AOELM分类器中,用于对正常对照(NC)与停药PD脑电图记录(SFPD)以及NC与服药PD脑电图记录(SOPD)进行分类。NC与SOPD和NC与SFPD的分类准确率分别为98.91%和98.55%。
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引用次数: 4
Tackling Energy Theft in Smart Grid-A Comprehensive Review and Framework 解决智能电网中的能源盗窃问题——一个全面的审查和框架
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730689
Syeda Pealy, M. Matin
As the smart grid operation and management must use both information and communication technology, it is surely immune to different types of physical and cyber-attacks. Even sometimes, it becomes difficult to compete with those attacks. On the other hand, the energy theft problem is acute mostly in developing and underdeveloped countries. This paper mainly focuses on energy theft detection and control from Smart Meter and provides a framework to the utility companies to determine illegal connections and take necessary actions.
由于智能电网的运行和管理必须同时使用信息和通信技术,因此它肯定不会受到各种类型的物理和网络攻击。甚至有时候,很难与这些攻击相抗衡。另一方面,能源盗窃问题在发展中国家和欠发达国家尤为严重。本文主要关注智能电表的能源盗窃检测和控制,为公用事业公司提供一个框架来确定非法连接并采取必要的行动。
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引用次数: 0
MATLAB Simulation of FRT Techniques for DFIG-based Wind Farms 基于dfig的风电场FRT技术的MATLAB仿真
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730674
A. A. Ansari, Giribabu Dyanamina
In the wind power industry, variable speed generators are more prevalent than fixed speed generators as they can collect a higher amount of energy from wind. As of now, Doubly Fed Induction variable speed Generator (DFIG) technology is the most widely accepted technology in the wind energy sector. The significant problem in DFIG-fed wind energy system (WES) is its incompetency when grid voltage falls due to external short circuit failures. Crowbar protection is perhaps the most common method for DFIG to ride through short-duration faults, however alternative solutions have been discussed in the literature. The primary objective of this paper is to compare the performance of the crowbar and the series dynamic braking resistor installed on the DFIG's rotor side at fault operations. The findings for this analysis were obtained using MATLAB/Simulink. The simulation findings indicate that both techniques protect the DFIG efficiently, although the later design is superior and improves the DFIG's performance during faults or voltage drops.
在风力发电行业,变速发电机比固定速度发电机更普遍,因为它们可以从风中收集更多的能量。到目前为止,双馈感应变速发电机(DFIG)技术是风能领域最广泛接受的技术。双馈式风力发电系统存在的一个重要问题是当电网电压因外部短路故障而下降时,系统无法胜任。撬棍保护可能是DFIG通过短时间故障最常见的方法,但是在文献中已经讨论了替代解决方案。本文的主要目的是比较安装在DFIG转子侧的撬棍和串联动态制动电阻在故障运行时的性能。分析结果使用MATLAB/Simulink得到。仿真结果表明,尽管后一种设计更优,但两种技术都有效地保护了DFIG,并提高了DFIG在故障或电压降时的性能。
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引用次数: 6
Artificial Intelligence (AI) for Agricultural Sector 农业领域的人工智能(AI)
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730581
Krishna Mridha, Shah Md. Shihab Hasan
We have seen the intensive production of artificial information in the field of agriculture over the past two decades. The transformation from the use of simpler machine learning to the use of profound architectures can be observable in this era. As an agricultural region, India's economy relies on the production of agricultural yields and unified agricultural commodities. In India, agriculture is usually affected by erratic water. In addition, agricultural developments depend on many parameters of land, such as nitrogen, phosphorus, potassium, crop rotation, ground dampness, surface temperature, and atmosphere, including temperatures, rainfall, etc. Innovation would also allow farmers to increase crop profits and achieve greater respect for the rancher. The proposed undertaking answers Intelligent Agriculture to the survey of the farming sector, which can enable farmers to achieve extraordinary productivity expansion. The information obtained from the IMD (Indian Metrology Department) indicates that crops are appropriate to grow in a particular area, such as temperatures and soil rainfall, and soil parameters vault. This thesis provides an application focused on androids that use knowledge research techniques to predict the most useful crop under current weather and soil conditions, detection the leaf disease, predict the rainfall, and finally predict the soil lacks (fertilizer) elements. With the help of our proposed smartphone application, the agricultural sector will be entering the Artificial Intelligence Era.
在过去的二十年里,我们看到了农业领域人工信息的集约化生产。在这个时代,从使用更简单的机器学习到使用更深刻的架构的转变可以观察到。作为一个农业区,印度的经济依赖于农业产量的生产和统一的农产品。在印度,农业经常受到不稳定的水的影响。此外,农业发展取决于许多土地参数,如氮、磷、钾、作物轮作、地面湿度、地表温度和大气(包括温度、降雨量等)。创新还将使农民增加作物利润,并获得对牧场主更大的尊重。拟议的事业回答了智能农业对农业部门的调查,这可以使农民实现非凡的生产力扩张。从IMD(印度计量部)获得的信息表明作物适合在特定地区生长,例如温度和土壤降雨量,以及土壤参数库。本文提供了一种以机器人为中心的应用,利用知识研究技术来预测当前天气和土壤条件下最有用的作物,检测叶片病害,预测降雨量,最后预测土壤缺(肥)元素。在我们提出的智能手机应用程序的帮助下,农业部门将进入人工智能时代。
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引用次数: 0
Design Implementation of a Low-Power 16T 1-bit Hybrid Full Adder 低功耗16T 1位混合全加法器的设计实现
Pub Date : 2021-12-10 DOI: 10.1109/CAPS52117.2021.9730701
Ayush Kanojia, Sachin Agrawal, R. Lorenzo
The demand for low-power and energy-efficient computing devices is rising rapidly. One of the important fundamental components of these devices is an adder. Hence, its power consumption needs to be minimized. A 1-bit hybrid full adder employing transmission gates and complementary metal-oxide semiconductor logic is presented in this paper. It provides full swing outputs and consumes very low power in comparison with other presented designs. The layout design, simulation and performance measurement are done in 180 nm and 90 nm technology nodes. The reduction in total power consumption in 180 nm is found to be about 77% and, 89% in 90 nm. In addition, the power-delay product is reduced by 79% in the case of 180 nm and 87% in 90 nm. Furthermore, the area overhead of the proposed design is also less as compared to existing designs.
对低功耗和节能计算设备的需求正在迅速增长。这些器件的一个重要的基本部件是加法器。因此,它的功耗需要最小化。提出了一种采用传输门和互补金属氧化物半导体逻辑的1位混合全加法器。与其他设计相比,它提供全摆幅输出,功耗非常低。在180nm和90nm技术节点上进行了布局设计、仿真和性能测试。180nm的总功耗降低约77%,90nm的总功耗降低约89%。此外,在180nm和90nm的情况下,功率延迟产品分别减少了79%和87%。此外,与现有设计相比,拟议设计的面积开销也更小。
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引用次数: 2
期刊
2021 International Conference on Control, Automation, Power and Signal Processing (CAPS)
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