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PCB Image Defects Detection by Artificial Neural Networks and Resistance Analysis 利用人工神经网络和电阻分析检测 PCB 图像缺陷
Pub Date : 2024-05-23 DOI: 10.37394/23201.2024.23.7
Roman Melnyk, Vitalii Vorobii
The approach contains the sequence of algorithms and formulas for image processing. They are single-layer neural networks, thinning, clustering, mathematical image comparison, and measurements of the trace length and width. All these procedures solve the task of selection and separation of the main objects in the printed circuit board: contacts, traces, and defects. The calculated features connect the conductance resistance of traces with the characteristics of defects. Imposing a tolerance on the distributed or concentrated changes of resistance it is possible to mark the defective and suspicious printed circuit boards.
该方法包含一系列图像处理算法和公式。它们是单层神经网络、减薄、聚类、数学图像比较以及痕迹长度和宽度测量。所有这些程序都解决了选择和分离印刷电路板中主要对象(触点、迹线和缺陷)的任务。计算出的特征将迹线的传导电阻与缺陷的特征联系起来。通过对分布或集中的电阻变化施加一定的公差,可以标记出有缺陷和可疑的印刷电路板。
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引用次数: 0
Analysis and Mitigation of Harmonics for a Wastewater Treatment Plant Electrical System 污水处理厂电气系统谐波分析与缓解
Pub Date : 2024-02-09 DOI: 10.37394/23201.2024.23.1
Axel Rivas Bonilla, Ha Thu Le
Power quality has become a pressing issue that demands solutions as power electronic equipment has been increasingly used in industrial sectors. One critical problem is how to mitigate harmful harmonics generated by the power electronic equipment. This study investigates harmonic distortion issues in a wastewater treatment plant to verify compliance with IEEE standard 519 using simulation software ETAP and realistic data from the plant. Harmonic quantification shows that the plant harmonic situation violates IEEE Standard 519 where harmonic levels exceed its voltage and current limits. Different methods were used to mitigate the harmonic situation where the core is using passive harmonic filters. It is found that the biggest contributor to the harmonic distortion is the system variable frequency drives. Using high-pulse variable frequency drives, such as 18-pulse, is proven to be beneficial for harmonic reduction. Further, installing passive harmonic filters in appropriate locations helps lower voltage and current harmonics to meet IEEE Std. 519 limits. However, adding a passive harmonic filter higher up the power distribution or adding passive filters to the feeder buses is not effective in lowering the Total Harmonic Distortion (THD) of the system. This would have the drawback of increasing the rating of the system bus voltages. Other findings include a lack of medium voltage passive filters on the market and high costs. The study contributes some insight understanding, experience, and methods for engineers when developing solutions for controlling harmonics in similar plants or industrial applications.
随着电力电子设备越来越多地应用于工业领域,电能质量已成为一个亟待解决的问题。其中一个关键问题是如何减少电力电子设备产生的有害谐波。本研究利用仿真软件 ETAP 和污水处理厂的真实数据,调查了污水处理厂的谐波畸变问题,以验证是否符合 IEEE 标准 519。谐波量化结果表明,污水处理厂的谐波情况违反了 IEEE 标准 519,谐波水平超过了其电压和电流限值。采用了不同的方法来缓解谐波情况,其中核心是使用无源谐波滤波器。结果发现,造成谐波畸变的最大因素是系统变频驱动器。事实证明,使用高脉冲变频驱动器(如 18 脉冲)有利于减少谐波。此外,在适当位置安装无源谐波滤波器有助于降低电压和电流谐波,以满足 IEEE 标准 519 的限制。然而,在配电系统的较高位置增加无源谐波滤波器或在馈电母线上增加无源滤波器,并不能有效降低系统的总谐波失真 (THD)。这样做的缺点是会增加系统母线电压的额定值。其他发现还包括市场上缺乏中压无源滤波器且成本较高。这项研究为工程师在类似工厂或工业应用中开发谐波控制解决方案时提供了一些深入的理解、经验和方法。
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引用次数: 0
Analysis and Mitigation of Harmonics for a Wastewater Treatment Plant Electrical System 污水处理厂电气系统谐波分析与缓解
Pub Date : 2024-02-09 DOI: 10.37394/23201.2024.23.1
Axel Rivas Bonilla, Ha Thu Le
Power quality has become a pressing issue that demands solutions as power electronic equipment has been increasingly used in industrial sectors. One critical problem is how to mitigate harmful harmonics generated by the power electronic equipment. This study investigates harmonic distortion issues in a wastewater treatment plant to verify compliance with IEEE standard 519 using simulation software ETAP and realistic data from the plant. Harmonic quantification shows that the plant harmonic situation violates IEEE Standard 519 where harmonic levels exceed its voltage and current limits. Different methods were used to mitigate the harmonic situation where the core is using passive harmonic filters. It is found that the biggest contributor to the harmonic distortion is the system variable frequency drives. Using high-pulse variable frequency drives, such as 18-pulse, is proven to be beneficial for harmonic reduction. Further, installing passive harmonic filters in appropriate locations helps lower voltage and current harmonics to meet IEEE Std. 519 limits. However, adding a passive harmonic filter higher up the power distribution or adding passive filters to the feeder buses is not effective in lowering the Total Harmonic Distortion (THD) of the system. This would have the drawback of increasing the rating of the system bus voltages. Other findings include a lack of medium voltage passive filters on the market and high costs. The study contributes some insight understanding, experience, and methods for engineers when developing solutions for controlling harmonics in similar plants or industrial applications.
随着电力电子设备越来越多地应用于工业领域,电能质量已成为一个亟待解决的问题。其中一个关键问题是如何减少电力电子设备产生的有害谐波。本研究利用仿真软件 ETAP 和污水处理厂的真实数据,调查了污水处理厂的谐波畸变问题,以验证是否符合 IEEE 标准 519。谐波量化结果表明,污水处理厂的谐波情况违反了 IEEE 标准 519,谐波水平超过了其电压和电流限值。采用了不同的方法来缓解谐波情况,其中核心是使用无源谐波滤波器。结果发现,造成谐波畸变的最大因素是系统变频驱动器。事实证明,使用高脉冲变频驱动器(如 18 脉冲)有利于减少谐波。此外,在适当位置安装无源谐波滤波器有助于降低电压和电流谐波,以满足 IEEE 标准 519 的限制。然而,在配电系统的较高位置增加无源谐波滤波器或在馈电母线上增加无源滤波器,并不能有效降低系统的总谐波失真 (THD)。这样做的缺点是会增加系统母线电压的额定值。其他发现还包括市场上缺乏中压无源滤波器且成本较高。这项研究为工程师在类似工厂或工业应用中开发谐波控制解决方案时提供了一些深入的理解、经验和方法。
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引用次数: 0
Analysis and Design of an Active Rectifier for Wireless Power Transfer in 90 nm CMOS Technology 分析和设计用于 90 纳米 CMOS 技术无线电力传输的有源整流器
Pub Date : 2024-01-09 DOI: 10.37394/23201.2023.22.20
Said EL Mouzouade, Karim El khadiri, A. Tahiri
In this paper, an analysis and design of a new active rectifier used for wireless power transfer applications using 90 nm CMOS technology are presented. The proposed architecture of the active rectifier has mainly been chosen to improve the VCE and the PCE and also to eliminate the need for large on-chip capacitors. The proposed circuits eliminate the drop needed for conduction by replacing diode-connected nMOS devices with others controlled by an active circuit. The new architecture of the active rectifier has been designed, simulated, and laid out by Cadence Virtuoso using TSMC 90nm technology. The input range is 0–5 V, and the output voltage is 2.14 V, with the VCE and the PCE values of 82.9% and 86.2%, respectively. The layout utilizes a compact space of 0.0597 mm2 within the TSMC CMOS 90 nm technology.
本文分析并设计了一种采用 90 纳米 CMOS 技术的新型有源整流器,用于无线功率传输应用。所提出的有源整流器结构主要是为了提高 VCE 和 PCE,同时也是为了消除对大型片上电容器的需求。建议的电路用有源电路控制的其他器件取代二极管连接的 nMOS 器件,从而消除了传导所需的电压降。有源整流器的新架构由 Cadence Virtuoso 采用 TSMC 90nm 技术进行设计、模拟和布局。输入范围为 0-5 V,输出电压为 2.14 V,VCE 和 PCE 值分别为 82.9% 和 86.2%。该布局在台积电 CMOS 90 纳米技术中利用了 0.0597 平方毫米的紧凑空间。
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引用次数: 0
Design and Construction of a Density-Controlled Traffic Light System 设计和建造密度控制交通灯系统
Pub Date : 2024-01-09 DOI: 10.37394/23201.2023.22.18
A. S. A, Okeke J. C, Ayanbisi O. W, A. T. E., Ogunwale E. I, Oladapo O. F, Araka I. O.
This work introduces the application of piezoelectric sensors on the road which intersects to form a T juncture, the application of the sensor aids in regulating the control of traffic density on each side of the road. Traffic congestion as of today is caused by the improper management of time and eventually leads to traffic delays. This was undoubtedly observed during early hours when a lot of civilians head out to their workstations and during closing hours in the evenings. The increasing population and economic activities in urban areas contribute to higher vehicle ownership and usage, leading to more traffic on the roads. It is achieved from the general desire of people to achieve goals, which ultimately leads to daily overcrowding of the present transportation infrastructure. But despite attempts at solutions, everyone despises traffic congestion, and it only gets unfavorable. The objective of this project is to create a dynamic road signal that is based on density. The synchronization signals automatically change to detect intersection traffic density. The components required to build this project include the microcontroller (Arduino uno), LEDs (light emitting diodes), piezoelectric sensors, jumper wires, a 9 V battery, a switch, and an operational amplifier. The result of the work focuses on the detection of density from a sensor which will be constructed underground to operate as a counter for every vehicle that passes by as it will be powered by a battery of approximately 9 V. The sensor which is known as the piezoelectric sensor abides by the rule of piezoelectric effect, which states that the stress produced from a non-static object, or the mechanical energy produced from a moving object will produce an electric charge in response to the mechanical energy generated. The electric charge produced from the piezoelectric sensor will be transmitted to the microcontroller (Arduino Uno). Through the input stage of the signal received, the program in the microcontroller will command the light-emitting diode (LEDs) to function accordingly to the state of density detected from each side of the road. Thereby regulating the flow of traffic movement efficiently and accurately. Overall, the application of the piezoelectric sensor on the road can accurately detect the presence of a vehicle passing.
这项工作介绍了压电传感器在道路上的应用,道路相交形成一个 T 字路口,传感器的应用有助于调节控制道路两侧的交通密度。目前的交通拥堵是由于时间管理不当造成的,最终导致交通延误。毋庸置疑,在很多人出门上班的清晨时段和晚上下班时段都会出现这种情况。城市地区人口和经济活动的增加导致车辆拥有量和使用量的增加,从而导致道路上的交通流量增加。这源于人们实现目标的普遍愿望,最终导致目前的交通基础设施每天都人满为患。然而,尽管尝试了各种解决方案,但每个人都对交通拥堵嗤之以鼻,交通拥堵只会变得越来越糟糕。本项目的目标是创建一种基于密度的动态道路信号。同步信号灯会根据路口交通密度自动变化。制作这个项目所需的组件包括微控制器(Arduino uno)、LED(发光二极管)、压电传感器、跳线、9 V 电池、开关和运算放大器。工作成果的重点是通过传感器检测密度,该传感器将安装在地下,作为每辆经过车辆的计数器,由大约 9 V 的电池供电。该传感器被称为压电传感器,遵循压电效应规则,即非静态物体产生的应力或运动物体产生的机械能将产生电荷,以响应所产生的机械能。压电传感器产生的电荷将被传输到微控制器(Arduino Uno)。通过接收到的信号的输入阶段,微控制器中的程序将根据从道路两侧检测到的密度状态,命令发光二极管(LED)发挥相应的作用。从而有效、准确地调节交通流量。总之,在道路上应用压电传感器可以准确地检测到是否有车辆通过。
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引用次数: 0
Design of Low Power SAR ADC with Novel Regenerative Comparator 利用新型再生比较器设计低功耗 SAR ADC
Pub Date : 2024-01-09 DOI: 10.37394/23201.2023.22.19
Amrita Sajja, S. Rooban
This paper introduces two low-power design techniques for a successive approximation register (SAR) analog-to-digital converter (ADC) used in transmitting physiological signals. The first technique is called dual split switching, involving the use of a one-sided charge-scaling digital-to-analog converter (DAC) to minimize switching energy by reducing leakage in a dual transmission gate. The second technique, known as the set and reset phase, determines the amplification and comparison phases of the comparator. This approach reduces the delay time of the comparator through the use of a folded cascode pre-amplifier and a regenerative latch. The design includes a Serial-in-Parallel-Out (SIPO) N-bit register and SAR, implemented using negative edge-triggered D flip-flops (DFFs). To optimize power consumption, the supply voltage of the SAR ADC is set to 500 mV. The concept of a variable threshold is utilized throughout the design to enable operation with this lower supply voltage. The SAR ADC is designed to support a sampling rate of up to 1 Msps (mega-samples per second). The circuit is implemented using standard UMC180nm technology. According to the test results, the power consumption of the SAR ADC is only 29.06 uW, and the achieved sampling rate is 5 Ksps (kilo-samples per second). The maximum differential non-linearity (DNL) is measured to be +0.9/−0.82 least significant bits (LSBs).
本文介绍了用于传输生理信号的逐次逼近寄存器(SAR)模数转换器(ADC)的两种低功耗设计技术。第一种技术称为双分路开关,涉及使用单侧电荷缩放数模转换器 (DAC),通过减少双传输栅极中的漏电来最大限度地降低开关能量。第二种技术称为设置和复位相位,它决定了比较器的放大和比较相位。这种方法通过使用折叠级联前置放大器和再生锁存器来缩短比较器的延迟时间。该设计包括一个串入并出 (SIPO) N 位寄存器和 SAR,使用负边沿触发 D 触发器 (DFF) 实现。为了优化功耗,SAR ADC 的电源电压设置为 500 mV。整个设计采用了可变阈值的概念,以便在较低的电源电压下工作。SAR ADC 的设计支持高达 1 Msps(每秒百万次采样)的采样率。电路采用标准 UMC180nm 技术实现。根据测试结果,SAR ADC 的功耗仅为 29.06 uW,实现的采样率为 5 Ksps(千采样/秒)。测得的最大差分非线性 (DNL) 为 +0.9/-0.82 最小有效位 (LSB)。
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引用次数: 0
Bounding Formulae for the Capacitance of a Cylindrical Two-dimensional Capacitor with Cartesian Orthotropic Dielectric Material 带有笛卡尔正交介电材料的圆柱形二维电容器电容的边界公式
Pub Date : 2023-12-21 DOI: 10.37394/23201.2023.22.15
A. Baksa, I. Ecsedi
This paper addresses the evaluation of a two-dimensional cylindrical capacitor featuring homogeneous Cartesian anisotropic dielectric material. The development of a bounding formula forms the crux of the investigation and is grounded in the principles of the Cauchy-Schwarz inequality, a mathematical concept widely acknowledged for establishing relationships between different mathematical entities. In the course of this study, a dual-sided bound is systematically derived for the circular cylindrical two-dimensional capacitor through the application of well-established inequality relations. These bounds play a pivotal role in setting limits on the capacitance of the system, providing valuable insights into its electrical behavior.
本文论述了对具有同质笛卡尔各向异性介电材料的二维圆柱形电容器的评估。研究的核心是边界公式的开发,其基础是考希-施瓦茨不等式原理,这是一个被广泛认可的数学概念,用于建立不同数学实体之间的关系。在研究过程中,通过应用成熟的不等式关系,系统地推导出了圆柱形二维电容器的双面约束。这些约束在设定系统电容极限方面发挥了关键作用,为了解其电气行为提供了宝贵的见解。
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引用次数: 0
Fault Identification in Modified Hybrid Digital Pulse Width Modulation using Triple Modular Redundancy 利用三重模块冗余识别改进型混合数字脉宽调制中的故障
Pub Date : 2023-12-21 DOI: 10.37394/23201.2023.22.16
P. Jegadeeshwari, N. Kirubakaran, S. Bharath, G. Nalinashini, G. Mahalakshmi, Deborah Sabhan
In this paper, the fault analysis is performed for the identification in the Modified Hybrid Digital Pulse Width Modulation by making use of the Triple Modular Redundancy method. The developed algorithm is real time implemented using the Xilinx Artix 7 FPGA device. The Modified Hybrid Digital Pulse Width Modulation is designed for the purpose of minimizing the Turn-ON and Turn-OFF delays in the triggering event of the generated Digital Pulse Width Modulation. Though additional compensatory circuits are added for the delay reduction, the area utilization is still low when implemented in FPGA device. Also, the Triple Modular Redundancy consists of three times of MHDPWM signal generation to check for the fault occurrence. For the sake of validating the fault identification, the majority voter circuit is used that could find the error at the earliest. The proposed method is checked for errors by inducing within the VHDL code and trailed with multiple duty cycle values. The proposed fault identification method is validated for VLSI parameters such as area, delay and power.
本文利用三重模块冗余法对改进型混合数字脉冲宽度调制进行了故障分析。所开发的算法使用 Xilinx Artix 7 FPGA 设备实时实现。改进型混合数字脉冲宽度调制的设计目的是最大限度地减少数字脉冲宽度调制触发事件中的开启和关闭延迟。虽然为减少延迟增加了额外的补偿电路,但在 FPGA 设备中实现时,面积利用率仍然很低。此外,三重模块冗余包括三次 MHDPWM 信号生成,以检查故障是否发生。为了验证故障识别,使用了多数票电路,可以尽早发现错误。通过在 VHDL 代码中进行诱导,并使用多个占空比值进行跟踪,对所提出的方法进行了错误检查。根据 VLSI 参数(如面积、延迟和功耗)对提出的故障识别方法进行了验证。
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引用次数: 0
Multi-level Electro-Thermal Simulation of Power PCB Electronic Modules for Motor Driving 用于电机驱动的功率 PCB 电子模块的多层次电热模拟
Pub Date : 2023-12-12 DOI: 10.37394/23201.2023.22.14
K. Petrosyants, Igor A. Kharitonov, Mikhail S. Tegin
A scheme of automated multi-level electro-thermal modeling of power PCB modules using software tools Comsol at the device construction level, SPICE tool at the circuit level, and Asonika-TM tool at board level was proposed to improve the conventional design approach. The effectiveness of the proposed methodology is demonstrated in the example of electro-thermal analysis of real power MOSFET driver circuit realized on PCB.
为了改进传统的设计方法,我们提出了一种使用软件工具对功率 PCB 模块进行自动多级电热建模的方案,该软件工具在器件构造级使用 Comsol,在电路级使用 SPICE 工具,在电路板级使用 Asonika-TM 工具。以在 PCB 上实现的实际功率 MOSFET 驱动电路的电热分析为例,证明了所提方法的有效性。
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引用次数: 0
FPGA Implementation of High-Performance Truncated Rounding based Approximate Multiplier with High-Level Synchronous XOR-MUX Full Adder 基于截断舍入的高性能近似乘法器与高层同步 XOR-MUX 全加法器的 FPGA 实现
Pub Date : 2023-12-04 DOI: 10.37394/23201.2023.22.13
G. Erna, G. Srihari, M. P. Kishore, Ashok Nayak B., M. Bharathi
In research and development, the most emerging field in digital signal processing and image processing is rounded-based approximated signed and unsigned multipliers. In the present research, we propose some cutting-edge, Preformation, and logic simplification technology connected to processing the Discrete cosine transform (DCT) and Discrete wavelet transform (DWT) images for sharpening. This technology will yield a truncated shifter incorporated with logical XOR-MUX Full adder techniques. A reliable and cost-effective approximate signed and unsigned multiplier was created for the rounding method. While this more advanced technology includes many approximate multipliers, it sacrifices the ability to find the closest integer of a rounded value when combining signed and unsigned capabilities, resulting in higher absolute errors than other approximate multipliers based on rounding. This proposed work will introduce a novel method of Truncated Shifter Rounding-based Approximate Multiplier integrated with a High-Level Synchronous XOR-MUX Full Adder design to minimize the number of logic gates and power consumption in the multiplier architecture. The Truncated RoBA (Rounding-based Approximate Multiplier) with XOR MUX Full Adder will reduce the logic size in the shifter and the arithmetic circuit. The work will modify this rounding-based approximate multiplier to minimize area, delay, and power consumption. This proposed architecture will be integrated with two fundamental changes: firstly, its Barrel shifter method will be replaced with a truncated shifter multiplier with XOR MUX Full Adder, and secondly, the parallel prefix Brent Kung adder will be replaced with a carrying-save adder with XOR MUX Full Adder. Finally, this architecture was designed using Verilog-HDL and synthesized using the Xilinx Vertex-5 FPGA family, targeting the device Xc7Vx485tFFg1157-1. It resulted in a reduction of area LUT (34%), power (1%), delay (32%), and error analysis (75%) when compared to the existing RoBA.
在研究和开发中,数字信号处理和图像处理中最新兴的领域是基于四舍五入的近似有符号和无符号乘法器。在本研究中,我们提出了一些与处理离散余弦变换(DCT)和离散小波变换(DWT)图像进行锐化相关的前沿、预形成和逻辑简化技术。该技术将产生一个截断移位器与逻辑XOR-MUX全加法器技术相结合。为四舍五入法建立了一种可靠、经济的近似有符号和无符号乘法器。虽然这种更先进的技术包括许多近似乘数,但在结合有符号和无符号功能时,它牺牲了找到最接近整数的四舍五入值的能力,从而导致比基于四舍五入的其他近似乘数更高的绝对误差。本文提出的工作将引入一种基于截断移位器舍入的近似乘法器的新方法,该方法集成了高级同步XOR-MUX全加法器设计,以最大限度地减少乘法器架构中的逻辑门数量和功耗。截断RoBA(基于舍入的近似乘法器)与XOR MUX全加法器将减少在移位器和算术电路中的逻辑大小。这项工作将修改这个基于四舍五入的近似乘法器,以最小化面积、延迟和功耗。该架构将集成两个基本变化:首先,将其桶移法方法替换为XOR MUX全加法器的截断移位乘法器;其次,将并行前缀Brent Kung加法器替换为XOR MUX全加法器的免进位加法器。最后,以器件Xc7Vx485tFFg1157-1为目标,采用Verilog-HDL进行结构设计,并用Xilinx Vertex-5 FPGA系列进行合成。与现有的RoBA相比,它减少了面积LUT(34%),功率(1%),延迟(32%)和误差分析(75%)。
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引用次数: 0
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