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2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)最新文献

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Intelligent Robot Powered by Solar Energy 太阳能驱动的智能机器人
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429425
Abdul-Wahid A. Saif, Mujahed Al Dhaifallah, Turki Bin Muhaya, Omer Majeed
This paper intends to present an educational attempt to build a self-managed robot in which it can generate power for itself using renewable, solar cell, incorporating the maximum power point tacking theory and the use of soft computing (Artificial Intelligence) to derive itself. Such devices are expected to replace many labor work jobs in the next decades. This report covers the hardware part of the robot, the software part, further analysis using Fuzzy Logic and Neural Networks, and some proposed industrial applications.
本文打算提出一个教育尝试,建立一个自我管理的机器人,它可以为自己产生电力,使用可再生能源,太阳能电池,结合最大功率点跟踪理论和使用软计算(人工智能)来推导自己。预计在未来几十年,这类设备将取代许多人工工作。本报告涵盖了机器人的硬件部分,软件部分,使用模糊逻辑和神经网络的进一步分析,以及一些提出的工业应用。
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引用次数: 0
Design of an IoT-Enabled Microgrid Architecture for a Partial Grid-Connected Mode 部分并网模式下支持物联网的微电网架构设计
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429408
Mahmoud Shaban, I. Dhaou
This paper proposes an architecture for the control of the microgrid using IoT connectivity. The control aims at connecting or disconnecting the residential houses to the main-grid based on the power generated by the distributed energy resources. The architecture has been verified using Proteus software, modeled, and simulated using Matlab/Simulink package. The results show that the control algorithm connects the highest load to the grid in a switching time of less than one second.
本文提出了一种利用物联网连接控制微电网的体系结构。控制的目的是根据分布式能源产生的电力将住宅与主电网连接或断开。利用Proteus软件对该体系结构进行了验证,并利用Matlab/Simulink软件包对其进行了建模和仿真。结果表明,该控制算法在不到1秒的切换时间内将最高负荷接入电网。
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引用次数: 1
Design of a Wireless Sensor Node based on MSP430FR5969 for Environment Monitoring Applications 基于MSP430FR5969的环境监测无线传感器节点设计
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429293
Mohammad Hossein Tarokh, Dhouha El Houssaini, C. Viehweger, O. Kanoun
Environment monitoring using Wireless Sensor Networks (WSNs) is considered as a challenging and demanding field, which enables to collect and process large amount of data related to the deployment environment. Thus, the performance of the monitoring system is dependent strongly of the hardware capability of the deployed nodes, as well as of the communication protocols and data transmission strategies. In this work, a new wireless sensor node is introduced. The node uses MSP430FR5969 microcontroller, which offers a high processing capability with reduced energy consumption and has a maximum operating frequency of 16 MHz. The node is compact in size with a dimension of dimensions $53times 33 mm^{2}$. The node consumes an average of 27.35 mA during transmission. Current consumption during the sleep and idle modes are 0.33 mA and 31 mA, respectively. An outdoor application is presented, where the node is equipped with a solar panel for energy harvesting. The battery voltage variation and the Received Signal Strength (RSSI) were continuously measured and evaluated.
使用无线传感器网络(WSNs)进行环境监测被认为是一个具有挑战性和高要求的领域,它能够收集和处理与部署环境相关的大量数据。因此,监控系统的性能在很大程度上取决于所部署节点的硬件能力,以及通信协议和数据传输策略。本文提出了一种新的无线传感器节点。该节点采用MSP430FR5969微控制器,具有较高的处理能力和较低的能耗,最大工作频率为16 MHz。节点在尺寸上是紧凑的,维度为53乘以33 mm^{2}$。节点在传输过程中的平均功耗为27.35 mA。睡眠和空闲模式的电流消耗分别为0.33 mA和31 mA。提出了一种室外应用,其中节点配备了太阳能电池板用于能量收集。连续测量和评估电池电压变化和接收信号强度(RSSI)。
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引用次数: 2
An approach for an efficient sharing of IP as a Service in cloud FPGA 云FPGA中IP即服务的有效共享方法
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429338
Rym Skhiri, V. Fresse, J. Malek, Benoît Suffran, Jean-Paul Jamont
Using FPGAs in the cloud has rapidly and significantly increased over the last few years. FPGA devices can be either integrated to support the cloud infrastructure or used as a computing resources. FPGA are available as a computing resources for enabling the designers to accelerate their applications. Putting FPGA environment in the cloud called FPGA as a service, have proposed different services. These existing services cannot solve all challenges. In this paper, we propose a new service called Intellectual Property (IP) as a Service trying to resolve the unsolved challenges. This service will allow easily and Quickly exploit and share IP in the cloud.
在过去几年中,在云中使用fpga的情况迅速而显著地增加。FPGA设备既可以集成以支持云基础设施,也可以用作计算资源。FPGA可作为一种计算资源,使设计人员能够加速其应用程序。将FPGA环境放在云端称为FPGA即服务,提出了不同的服务。这些现有的服务不能解决所有的挑战。在本文中,我们提出了一种名为“知识产权即服务”(IP as a service)的新服务,试图解决尚未解决的挑战。这项服务将允许轻松快速地利用和共享云中的IP。
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引用次数: 0
Trapping/detrapping induced negative differential resistance in Cu/Ni:ZnO/InGa Schottky diode Cu/Ni:ZnO/InGa肖特基二极管的捕获/去捕获诱导负差分电阻
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429423
N. Hamdaoui, F. B. Amor, A. Mezni, R. Ajjel
A Schottky diode based Cu/Ni:ZnO/InGa structure has been fabricated. The electrical characterization have highlighted the presence of negative differential resistance (NDR) effect and negative photoconductivity (NPC) in one device and at room temperature. The NDR effect can be explained in terms of trappings and detrapping of the mobile charges at the interface Cu/ Ni:ZnO. The main cause of the NPC effect is a combination between carriers injection by the external field and photocarriers due to UV illumination. As a result, these two features (NDR and NPC) lead to the optical switching effect in our device.
制备了一种基于Cu/Ni:ZnO/InGa结构的肖特基二极管。电学表征强调了负差分电阻(NDR)效应和负光电导率(NPC)在一个器件和室温下的存在。NDR效应可以用Cu/ Ni:ZnO界面上移动电荷的诱捕和脱陷来解释。NPC效应的主要原因是外场注入的载流子与紫外光照射下的光载流子的结合。因此,这两个特性(NDR和NPC)导致了我们器件中的光交换效应。
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引用次数: 0
Urban district modelling simulation-based analysis: under which scenarios can we achieve a Positive Energy District? 基于城区建模仿真的分析:在哪些场景下可以实现正能量区?
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429457
Tony Castillo-Calzadilla, Simon Fessler, C. E. Borges, C. M. Andonegui
This article analysis the possibility of achieving a Positive Energy District (PED), i.e. a district that generates more energy than it consumes. The paper presents a simulation-based analysis (MATLAB-Simulink environment) of an urban unit composed by 6 buildings, 6 streetlights and an electric vehicle (EV) charger. The PED is analysed with respect to the electrical energy generation and consumption evaluating a set of monthly and yearly energy profiles representative of the North of Spain (Bilbao). On the one hand, the monthly analysis is conducted by simulating the solar photovoltaic (PV) generation, an energy storage system (ESS), and the interconnection with the utility grid. For this analysis, we consider standard lights (regular bulbs) and standard isolation of buildings (certified as $A, B, C$ or $D$). The result is that only summer months (April, May, June, July, and August) present a positive energy balance. For the annual analysis, eight scenarios are defined in which different interventions are simulated, such as the upgrade of insulation profiles, replacement of standard luminaires with LEDs, inclusion of PV rooftops, etc. The positivity of the district is achieved when energy efficiency of buildings was high (with $B$ certification) and no EV was included (652.50 kWh positive balance), or very high (buildings labelled as $A$) and the EV was considered (2882.91 kWh positive balance).
本文分析了实现正能量区(PED)的可能性,即一个区域产生的能量大于消耗的能量。本文在MATLAB-Simulink环境下,对一个由6栋建筑、6盏路灯和一个电动汽车充电器组成的城市单元进行了仿真分析。PED是根据西班牙北部(毕尔巴鄂)的一组月度和年度能源概况来分析电力生产和消耗的。一方面,通过模拟太阳能光伏发电(PV)、储能系统(ESS)以及与公用电网的互联进行月度分析。在此分析中,我们考虑标准灯(普通灯泡)和建筑物的标准隔离(认证为$A, B, C或$D$)。结果表明,只有夏季月份(4月、5月、6月、7月和8月)呈现能量正平衡。在年度分析中,定义了八种场景,模拟了不同的干预措施,例如升级绝缘型材,用led替换标准灯具,包括光伏屋顶等。当建筑物的能源效率高(获得$B$认证)而不包括电动汽车(652.50千瓦时正余额),或非常高(标记为$A$的建筑物)而考虑电动汽车(2882.91千瓦时正余额)时,该地区的积极意义就会实现。
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引用次数: 2
Enhanced piezoelectric performance of lead free BCZT based flexible nanogenerator 提高无铅BCZT基柔性纳米发电机的压电性能
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429322
Sarra Missaoui, A. Bouhamed, Mohamed Hassan Khedri, H. Khemakhem, O. Kanoun
Piezoelectric nanogenerator are attracting a lot of attention due to environmental constraints and the ecological considerations of energy collection. A piezoelectric nanocomposite based on Ba0.85Ca0.15Zr0.1Ti0.9O3 (BCZT) nanoparticles and PDMS polymer with excellent output properties for the application of nanogenerators has been developed. The piezoelectric nanogenerator is smart device that offers these required qualities and properties and converts mechanical energy. Here PENG can generate an open circuit voltage of 10 V respectively under the effect of light finger tapping. It reaches an output power of $mathrm{P}=2.218 mumathrm{W}$ for a resistance $mathrm{R}=370 mathrm{k}Omega$ under shaker vibration. This generator is known by its simple and ordinary design as well its high performance after polarization. However, the polarization is long and unsafe. To avoid this problem, a homogeneous distribution of carbon nanotubes (CNTs) on the BCZT/PDMS matrix is the best solution to have self-polarized generator. In this study, piezoelectric nanocomposites were prepared using solution mixing method. A comparative study was performed to investigate the impact of CNTs on the performance of nanogenrators under external mechanical load. The nanogenerator with 15 wt.% BCZT doped with CNTs offers an outstanding output performance with an open circuit voltage of 15 V and an output power $mathrm{P}=5.68029 mumathrm{W}$ at a resistance load $mathrm{R}=350 mathrm{k}Omega$ using the shaker device.
由于环境约束和能量收集的生态考虑,压电纳米发电机引起了人们的广泛关注。研制了一种以Ba0.85Ca0.15Zr0.1Ti0.9O3 (BCZT)纳米粒子和PDMS聚合物为基础的输出性能优异的纳米复合材料。压电纳米发电机是一种智能设备,它提供了这些所需的质量和性能,并转换机械能。在这里,PENG可以在轻敲手指的作用下分别产生10v的开路电压。在激振器振动下,电阻$mathrm{R}=370 mathrm{k}Omega$的输出功率为$mathrm{P}=2.218 mumathrm{W}$。该发生器设计简单、普通,极化后性能优异。然而,两极分化是漫长而不安全的。为了避免这一问题,在BCZT/PDMS基体上均匀分布碳纳米管(CNTs)是实现自极化发生器的最佳方案。本研究采用溶液混合法制备了压电纳米复合材料。我们进行了一项比较研究,以研究CNTs对外部机械负载下纳米发电机性能的影响。15wt的纳米发电机。% BCZT doped with CNTs offers an outstanding output performance with an open circuit voltage of 15 V and an output power $mathrm{P}=5.68029 mumathrm{W}$ at a resistance load $mathrm{R}=350 mathrm{k}Omega$ using the shaker device.
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引用次数: 3
Tonic-Myoclonic Epileptic Seizure Classification based on Surface Electromyography 基于体表肌电图的强直-肌阵挛性癫痫发作分类
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429401
Achraf Djemal, D. Bouchaala, A. Fakhfakh, O. Kanoun
Epilepsy diagnosis is one of the critical subjects of research in health fields in recent years. The aim of this paper is to detect and classify two types of seizures: Tonic and myoclonic based on surface electromyography signals. Based on data from eight sEMG electrodes on the biceps brachii, flexor carpi ulnaris, gastrocnemius and quadriceps muscle. Several time domain features were investigated, including waveform length, mean absolute value, variance, mobility, complexity, kurtosis, skewness, simple square integral, integrated EMG, root mean square, average amplitude change, standard deviation and entropy. These features are used as inputs to the Artificial Neural Network (ANN) classifier to determine if a data segment corresponds to a seizure or not. Following the development of the ANN model, an evaluation performance in terms of accuracy is presented to validate the results, which reached an accuracy of 93.33%. The overall performance of the presented machine learning algorithm is sufficient for clinical implementation.
癫痫诊断是近年来卫生领域的重要研究课题之一。本文的目的是检测和分类两种类型的癫痫发作:强直性和肌阵挛基于表面肌电信号。基于肱二头肌、尺腕屈肌、腓肠肌和股四头肌的8个表面肌电电极的数据。研究了波形长度、平均绝对值、方差、迁移率、复杂度、峰度、偏度、简单平方积分、综合肌电信号、均方根、平均振幅变化、标准差和熵等时域特征。这些特征被用作人工神经网络(ANN)分类器的输入,以确定数据段是否对应于癫痫发作。在开发了人工神经网络模型之后,给出了准确率的评价性能来验证结果,准确率达到了93.33%。所提出的机器学习算法的整体性能足以用于临床实施。
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引用次数: 5
Comparative evaluation of the performance of a capacitive and a non-capacitive microbial fuel cell 电容性和非电容性微生物燃料电池性能的比较评价
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429481
Imologie Meshack Simeon, A. Imoize, R. Freitag
Electrode materials play a critical role in the performance of microbial fuel cells. This study investigates the contribution of capacitive bio-electrodes to sustainable power production in a single-chamber microbial fuel cell (MFC). The capacitive electrodes consisted of a stainless-steel wire mesh with an activated carbon layer, while the non-capacitive control electrodes were made of graphite felt with a wound current collector. The MFCs were constructed using a glass vessel with the anode completely buried in biologically active soil and the cathode placed above the soil to form a single chamber configuration. The performance of the MFCs was investigated using linear sweep voltammetry (LSV) and electrochemical impedance spectroscopy (EIS). The results showed that the performance of the capacitive MFC was three times better than that of the non-capacitive MFC. While there was no significant difference in the Ohmic resistances of the MFCs, there was a significant difference in charge transfer resistance and capacitance of the MFCs. The capacitive MFC had a double layer capacitance of $8.282 mu mathrm{F}$ in addition to the diffuse layer capacitance at the layer/metal interface of 2.012 F, while the non-capacitive MFC had a double layer capacitance of $5.034 mu mathrm{F}$ with no diffuse layer capacitance. The results show that the capacitive characteristics of both cathode and anode improve the performance of a single-chamber MFC.
电极材料对微生物燃料电池的性能起着至关重要的作用。本研究探讨了电容性生物电极对单室微生物燃料电池(MFC)可持续发电的贡献。电容电极由带有活性炭层的不锈钢丝网组成,而非电容控制电极由带有线圈集流器的石墨毡制成。mfc是用玻璃容器构建的,阳极完全埋在生物活性土壤中,阴极置于土壤上方,形成一个单一的腔室结构。采用线性扫描伏安法(LSV)和电化学阻抗谱法(EIS)研究了mfc的性能。结果表明,电容式MFC的性能是非电容式MFC的3倍。虽然mfc的欧姆电阻没有显著差异,但mfc的电荷转移电阻和电容有显著差异。电容式MFC的双层电容为$8.282 mu mathrm{F}$,层/金属界面处弥漫层电容为2.012 F;非电容式MFC的双层电容为$5.034 mu mathrm{F}$,无弥漫层电容。结果表明,阴极和阳极的电容特性提高了单室MFC的性能。
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引用次数: 2
MIC: Multi-view Image Classifier using Generative Adversarial Networks for Missing Data Imputation MIC:基于生成对抗网络的多视图图像分类器缺失数据输入
Pub Date : 2021-03-22 DOI: 10.1109/SSD52085.2021.9429478
G. Aversano, M. Jarraya, Maher Marwani, I. Lahouli, S. Skhiri
In this paper, we propose a framework for image classification tasks, named MIC, that takes as input multi-view images, such as RGB-T images for surveillance purposes. We combine auto-encoder and generative adversarial network architectures to ensure the multi-view embedding in a common latent space. Then, the resulting features are fed to the classification stage. The proposed framework is able to, all at once, train the multi-view embedding model to find a shared latent representation for the different views, perform data imputation (generate the missing views) and ensure the classification task by predicting the labels. Experiments on the MNIST dataset with a panoply of classifiers and several missingness ratios show the effectiveness of our solution.
在本文中,我们提出了一个图像分类任务的框架,称为MIC,它以多视图图像作为输入,例如用于监视目的的RGB-T图像。我们将自编码器和生成对抗网络结构相结合,以确保在公共潜在空间中嵌入多视图。然后,将得到的特征输入到分类阶段。该框架能够同时训练多视图嵌入模型,为不同视图寻找共享的潜在表示,执行数据输入(生成缺失视图),并通过预测标签来确保分类任务。在MNIST数据集上的一系列分类器和几个缺失率的实验表明了我们的解决方案的有效性。
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引用次数: 2
期刊
2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)
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