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A Proposal of an ECC-based Adaptive Fault-Tolerant Mechanism for 16-bit data words 基于 ECC 的 16 位数据字自适应容错机制提案
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500715
Joaquín Gracia-Morán;Luis-J. Saiz-Adalid;J.-Carlos Baraza-Calvo;Daniel Gil-Tomas;Pedro-J. Gil-Vicente
With the integration scale level reached in CMOS technology, memory systems provide a great storage capacity, but at the price of an augment in their fault rate. In this way, the probability of experiencing Single Cell Upsets or Multiple Cell Upsets have risen. Error Correction Codes (ECC) are broadly employed to protect memory systems. Though, the inclusion of an ECC in a computer system adds, in each memory word, some extra bits used to detect and/or correct errors. In addition, encoding and decoding circuitries must be added, introducing overheads in area, delay, and power consumption. Usually, when an ECC-based fault tolerance mechanism is designed, its fault tolerance properties cannot be modified. However, in some applications, current memory systems can suffer a variable fault rate during their operation. Thus, it seems very interesting that this mechanism would be able to adapt to these variable fault conditions. This work proposes an Adaptive Fault-Tolerant mechanism based on ECC. This mechanism can adapt to different fault conditions, being able to correct and/or detect single and multiple bits in error. The Adaptive Fault-Tolerant mechanism proposed uses a unique encoder, that is, it is not necessary to re-encode the data to change the error coverage.
随着 CMOS 技术集成度的提高,内存系统提供了巨大的存储容量,但其代价是故障率的增加。因此,出现单单元宕机或多单元宕机的概率也随之上升。纠错码(ECC)被广泛用于保护内存系统。不过,在计算机系统中加入 ECC 后,每个内存字都会增加一些用于检测和/或纠正错误的额外比特。此外,还必须增加编码和解码电路,从而带来面积、延迟和功耗方面的开销。通常,在设计基于 ECC 的容错机制时,其容错特性是不能修改的。然而,在某些应用中,当前的内存系统在运行过程中可能会出现不同的故障率。因此,如果这种机制能够适应这些多变的故障条件,就显得非常有趣了。这项工作提出了一种基于 ECC 的自适应容错机制。这种机制可以适应不同的故障条件,能够纠正和/或检测单个和多个错误比特。所提出的自适应容错机制使用独特的编码器,即无需重新编码数据来改变错误覆盖范围。
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引用次数: 0
Parameter Extraction of Two Diode Photovoltaic Model Using An Analytical Approach 利用分析方法提取双二极管光伏模型的参数
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500711
Abdul Mujeer Syed;Sailaja Kumari Matam;Chandrasekhar Yammani;Sreekantha Reddy Sathigari
In this study, a Two-Diode Model (TDM) is implemented for Photovoltaic (PV) modules to accurately derive PV parameters. A noteworthy contribution of this work is the introduction of a simplified current equation, necessitating the estimation of only seven parameters. Additionally, we present an effective modeling approach for the PV module based on the TDM. The extraction of TDM parameters is accomplished using the suggested analytical method. Case studies are conducted on the PWP-201 module and the R.T.C. France Solar Cell module to showcase the accuracy of the analytical method. Results from an experimental setup comprising two 40 W Poly-crystalline PV panels are also reported. The performance of the proposed analytical method for the TDM is assessed, and its consistency with experimental I-V curves and other methods is established.
本研究针对光伏(PV)模块实施了双二极管模型(TDM),以精确推导光伏参数。这项工作的一个显著贡献是引入了简化的电流方程,只需估算七个参数。此外,我们还提出了一种基于 TDM 的光伏模块有效建模方法。TDM 参数的提取采用了建议的分析方法。我们对 PWP-201 模块和法国 R.T.C. 太阳能电池模块进行了案例研究,以展示分析方法的准确性。此外,还报告了由两个 40 W 多晶硅光伏电池板组成的实验装置的结果。评估了所提出的 TDM 分析方法的性能,并确定了其与实验 I-V 曲线和其他方法的一致性。
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引用次数: 0
Time-series failure prediction on small datasets using machine learning 利用机器学习对小型数据集进行时间序列故障预测
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500720
Caio Souto Maior;Thaylon Silva
Condition-based maintenance is a decision-making strategy using condition monitoring information to optimize the availability of operational plants. In this context, machine learning techniques are useful and have been used in predicting the remaining useful life (RUL) of equipment to ensure the overall safety and reliability of the system through maintenance policies and, consequently, reducing costs arising from the failure. These databases are not large which is tricky for data-driven models. In this study, we consider five different databases containing the failure times from distinct real-world equipment. Here, four different regression algorithms were compared for RUL prediction, namely: Support Vector Regression (SVR), Decision Tree (DT), Multilayer Perceptron (MLP) and K-Nearest Neighbors (KNN). Furthermore, aiming to improve the data quality, the Empirical Mode Decomposition (EMD) was used, which is responsible for pre-processing the input data used on the predictive modeling. We optimize the models hyperparameters using grid-search cross-validation algorithm and the performance of each model is compared using the normalized root mean squared error (NRMSE). Considering the datasets analyzed, KNN model proves to be the most promising to perform the prognostic task in small datasets, adapting itself to the distinct characteristics of the different databases. In addition, we mention the better performance after optimizing the hyperparameters, which avoided overfitting problems and had a low computational cost for the problems analyzed here.
基于状态的维护是一种利用状态监测信息优化运行设备可用性的决策策略。在这方面,机器学习技术非常有用,已被用于预测设备的剩余使用寿命(RUL),以通过维护政策确保系统的整体安全性和可靠性,从而降低因故障而产生的成本。这些数据库并不大,这对数据驱动模型来说很棘手。在本研究中,我们考虑了五个不同的数据库,其中包含不同真实设备的故障时间。在此,我们比较了四种不同的回归算法来预测 RUL,即支持向量回归 (SVR)、决策树 (DT)、多层感知器 (MLP) 和 K-Nearest Neighbors (KNN)。此外,为了提高数据质量,我们还使用了经验模式分解(EMD)技术,该技术负责对预测建模所用的输入数据进行预处理。我们使用网格搜索交叉验证算法优化模型超参数,并使用归一化均方根误差(NRMSE)比较每个模型的性能。考虑到所分析的数据集,KNN 模型被证明是最有希望在小型数据集中执行预后任务的模型,它能适应不同数据库的不同特征。此外,我们还提到了优化超参数后的更好性能,它避免了过拟合问题,而且对本文分析的问题而言计算成本较低。
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引用次数: 0
Performance study of a photovoltaic system operating on the southeastern coast of Brazil 在巴西东南海岸运行的光伏系统性能研究
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500721
Júlia de Oliveira Gonzalez;Fernando Ramos Martins
The photovoltaic (PV) solar energy generation sector is expanding fast and achieved 23.9 GW of installed power in Brazil in the first months of 2023 (occupying the 2nd place in installed capacity in the Brazilian electricity mix). Such a scenario makes PV power generation a resource for regional development and socioeconomic opportunities for metropolitan regions with a high national economy share and population density. The present work investigated how a PV systems performance is affected when operating in a coastal area close to high atmospheric particulate and gases emitters like cargo transportation and port operational procedures. The PV system is installed at the Federal University of Sao Paulo, campus Baixada Santista in Santos/SP, close to Latin Americas largest port in trade operations. Santos is a medium-sized coastal city with a tropical climate, dry winters, and humid summers. The evaluation is based on a database including environmental and operational quantities acquired between October/2020 and September/2021 to calculate the fundamental performance metrics: performance ratio, capacity factor, reference and final yields, and system losses. The performance parameters were analogous to published results achieved by PV systems worldwide in coastal and continental areas. The PV system performance at Unifesps Building rooftop was not affected by regional climate and local atmospheric conditions related to the nearby polluting economic activities, including emissions of gases and particulates into the atmosphere. Finally, the PV system showed better performance than that simulated by the SOLergo tool regarding the generated energy, probably due to the influence of local environmental variables and careful operational maintenance not considered in the numerical simulations.
光伏(PV)太阳能发电行业正在快速发展,2023 年前几个月,巴西的装机容量已达到 23.9 千兆瓦(在巴西电力结构中装机容量排名第二)。这种情况使得光伏发电成为地区发展的资源,并为国民经济占比高、人口密度大的大都市地区带来了社会经济机遇。本研究调查了光伏系统在靠近高大气颗粒物和气体排放物(如货物运输和港口作业程序)的沿海地区运行时,其性能会受到哪些影响。光伏系统安装在圣保罗联邦大学桑托斯校区 Baixada Santista,靠近拉丁美洲最大的贸易运营港口。桑托斯是一座中等规模的沿海城市,属热带气候,冬季干燥,夏季潮湿。评估基于一个数据库,其中包括 2020 年 10 月至 2021 年 9 月期间获得的环境和运行数据,用于计算基本性能指标:性能比、容量系数、参考产量和最终产量以及系统损耗。这些性能参数与全球沿海和大陆地区光伏系统已公布的结果类似。Unifesps 大楼屋顶的光伏系统性能不受区域气候和当地大气条件的影响,这些条件与附近的污染性经济活动有关,包括向大气中排放气体和微粒。最后,光伏系统在发电量方面的表现优于 SOLergo 工具的模拟结果,这可能是由于数值模拟中未考虑当地环境变量的影响和精心的运行维护。
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引用次数: 0
switch placement algorithm to reduce the impact of distribution network maintenance in continuity indexes 减少连续性指数中配电网维护影响的交换机放置算法
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500712
Armando Leopoldo Keller;Rodrigo Figueiredo;Sandro José Rigo
The main objective of power distribution utilities is to provide power to their consumers with the smallest number and duration of interruptions, which is why they are evaluated by continuity indexes such as SAIDI and SAIFI. Sometimes, interruptions are needed to expand the network or for maintenance operations. This paper proposes an innovative method to evaluate the best place to install switches based on graph theory and centralities measurements to prevent disconnecting unnecessary customers in a maintenance event. The algorithm is demonstrated step-by-step with a simple example of a theoretical distribution network and then applied to the IEEE 123 bus test case for a comprehensive evaluation
配电公司的主要目标是以最少的中断次数和最短的中断时间向用户供电,这也是通过 SAIDI 和 SAIFI 等连续性指数对其进行评估的原因。有时,为了扩展网络或进行维护作业,需要中断供电。本文提出了一种创新方法,基于图论和中心性测量来评估安装交换机的最佳位置,以防止在维护事件中断开不必要的客户连接。本文通过一个理论配电网络的简单示例逐步演示了该算法,然后将其应用于 IEEE 123 总线测试案例,以进行综合评估。
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引用次数: 0
Evaluating the 2PC Algorithm for the Maintenance of P2P Live Streaming 评估用于维护 P2P 实时流的 2PC 算法
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500714
Adriel C. dos Santos;Iago A. Carvalho;Cristiano M. Silva;Eliseu C. Miguel
Peer-to-Peer (P2P) Networks for live streaming face challenges such as ensuring low latency and low discontinuity in media transmission among peers. Algorithms for constructing and maintaining the overlay are often proposed to address several of these challenges. However, it is common to find works that present positive results from the execution of these algorithms without showing the overlay structure constructed by them. In this article, we analyze the overlay constructed and maintained by the Peer Classification for Partnership Constraints (2PC) algorithm. 2PC proved to be efficient in dealing with a large number of free-riders on the network, imposing constraints on partnerships between peers according to their contributions to media transmission. To understand the 2PC execution effects supported by the K-Shortest Path Yen's algorithm, we evaluated the application of the 2PC and identified that the partnership relationships between peers imposed by the algorithm organize the overlay attracting high-contribution peers close to the server, while pushing low-contribution peers to the edge of the overlay.
用于直播流媒体的点对点(P2P)网络面临着各种挑战,如确保点对点之间媒体传输的低延迟和低不连续性。为了应对这些挑战,人们经常提出构建和维护叠加的算法。然而,常见的著作只介绍了执行这些算法的积极结果,却没有展示由这些算法构建的叠加结构。在本文中,我们分析了 "伙伴关系约束的对等分类(2PC)"算法构建和维护的覆盖。事实证明,2PC 能有效处理网络中的大量 "搭便车者",它能根据对媒体传输的贡献对对等体之间的伙伴关系施加约束。为了理解 K-Shortest Path Yen 算法所支持的 2PC 执行效果,我们对 2PC 的应用进行了评估,发现该算法所施加的对等点之间的伙伴关系组织了重叠,吸引了高贡献的对等点靠近服务器,而将低贡献的对等点推到了重叠的边缘。
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引用次数: 0
Table of Contents May 2024 目录 2024 年 5 月
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500716
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引用次数: 0
Technique to Generate Depth Maps from Real Scenes without Manual Calibration 无需手动校准即可从真实场景生成深度图的技术
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-04-15 DOI: 10.1109/TLA.2024.10500710
Ricardo S. Casado;Carlos W. Carvalho;Marcio M. Fernandes;Emerson C. Pedrino
This paper proposes a technique for the generation of a disparity map from a real scene, captured by a stereo vision system. The underlying motivation for this work is to develop a system not requiring the use of a calibration pattern, which usually involves manual intervention. This is a well desired feature to allow its use in the design of aid devices for people with severe visual impairment or blindness. Experimental results showed that the developed technique has a level of effectiveness similar to other two well established techniques found in the literature, making it a promising alternative to be employed in situations where the calibration step becomes a burden to the user.
本文提出了一种从立体视觉系统捕捉的真实场景中生成差异图的技术。这项工作的根本动机是开发一种无需使用校准模式的系统,而校准模式通常需要人工干预。这是在为严重视觉障碍或失明患者设计辅助设备时非常需要的功能。实验结果表明,开发的技术与文献中发现的其他两种成熟技术具有相似的有效性,因此在校准步骤成为用户负担的情况下,该技术是一种很有前途的替代方案。
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引用次数: 0
Performance Enhancement of Reduced Component Multilevel Inverter with Optimal Placement of Level Shifter 通过优化电平转换器的位置提高低元件多电平逆变器的性能
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-03-20 DOI: 10.1109/TLA.2024.10534310
VIJAYARAJA L;Ganesh Kumar S;Marco Rivera;Ebrahim Babaei
Multi-Level Inverter (MLI) with and without cross-connecting switches is constructed using bi-directional and uni-directional switches and their performances are verified via a real-time experimentation. Here, a cross connecting switch inverter (CCSI) is constructed and then cross connecting switches in CCSI are removed for the modified inverter (MMLI) with reduction of switches. Further, the CCSI and MMLI configuration is studied with the identification of optimal placement of the level shifter circuit in the basic unit and different types of procedures for the design of voltage sources that are used in the inverter to enhance the performance is proposed. The best method of defining the value of voltage sources among the proposed nine different algorithms a 31-level CCSI, a 49 level and 71 level MMLI are designed and tested experimentally. Efficiency, total blocking voltage, harmonic presence, real and reactive powers are obtained for the proposed converters to study their performance. Finally, a comparative analysis is made for the proposed structure against the other MLI in-term of switch count, ON state switches, voltage sources and efficiency.
使用双向和单向开关构建了有交叉连接开关和无交叉连接开关的多电平逆变器(MLI),并通过实时实验验证了它们的性能。在这里,先构建了交叉连接开关逆变器(CCSI),然后移除 CCSI 中的交叉连接开关,得到减少开关的改进型逆变器(MMLI)。此外,还对 CCSI 和 MMLI 配置进行了研究,确定了电平转换器电路在基本单元中的最佳位置,并提出了逆变器中使用的不同类型的电压源设计程序,以提高性能。在提出的九种不同算法中,确定电压源值的最佳方法是设计 31 级 CCSI、49 级和 71 级 MMLI,并进行了实验测试。对所提出的转换器进行了效率、总闭锁电压、谐波存在、实功率和无功功率的研究,以了解它们的性能。最后,就开关数量、导通状态开关、电压源和效率等方面,对所提出的结构与其他 MLI 进行了比较分析。
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引用次数: 0
An experimental alternative of microwave signal generation through an optical heterodyning technique using a multimode laser diode and a tunable DFB laser 通过使用多模激光二极管和可调谐 DFB 激光器的光异调技术生成微波信号的实验替代方案
IF 1.3 4区 工程技术 Q3 Computer Science Pub Date : 2024-03-20 DOI: 10.1109/TLA.2024.10534302
Ignacio Enrique Zaldívar-Huerta;Blaise Tshibangu Mbuebue;Alejandro García-Juárez;Edgard-Yvon Tshishimbi Kanyinda;Roberto Rojas-Laguna;Min Won Lee
It is experimentally demonstrated as an alternative to one of the classical optical heterodyning techniques for generating microwave (MW) signals. The originality of this work resides in the use of a Multimode Laser Diode (MLD) associated with a Fiber Bragg Grating (FBG) and a tunable Distributed Feedback laser (DFB), instead of two DFBs. As an optical filter, the FBG selects a single mode among various provided by the MLD signal. The selected single-mode signal is used as a reference in the optical beating together with the signal of the tunable DFB. The tunability is achieved by varying the DFB wavelength to modify the wavelength spacing () between the two optical signals. The experimental results are corroborated with those obtained theoretically and by simulations. The system performance evaluation is achieved through the Signal-to-Noise Ratio (SNR) and the Phase Noise (PN) measurements
实验证明,它可以替代用于产生微波(MW)信号的经典光学异频技术。这项工作的独创性在于使用了与光纤布拉格光栅(FBG)和可调谐分布式反馈激光器(DFB)相关联的多模激光二极管(MLD),而不是两个 DFB。作为光学滤波器,FBG 可从 MLD 信号提供的各种模式中选择一种模式。被选中的单模信号与可调谐 DFB 的信号一起用作光跳动的参考。通过改变 DFB 波长来改变两个光信号之间的波长间隔(),从而实现可调谐性。实验结果与理论和模拟结果相互印证。系统性能评估是通过信噪比(SNR)和相位噪声(PN)测量来实现的。
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引用次数: 0
期刊
IEEE Latin America Transactions
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