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A low-power 10Gb/s CMOS clock and data recovery circuit with a quarter-rate phase detector 带有四分之一速率相位检测器的低功耗 10Gb/s CMOS 时钟和数据恢复电路
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-25 DOI: 10.1007/s10470-023-02242-z
Hamed Safari, Hassan Faraji Baghtash, Esmaeil Najafi Aghdam

A low-power clock and data recovery circuit with a quarter rate operating at 10 GHz is presented. This circuit consists of a phase lock loop and an input data retiming circuit. The phase-locked loop includes an LC oscillator, a quarter-rate detector, a charge pump, and a low-pass filter. The output of the oscillator is applied to a two-bit counter, so the clock frequency is reduced to 2.5 GHz with eight different phases which applied to the phase detector to sample the input data in different phases. Each sampling is done in 12.5 picoseconds. The innovative application of this two-bit counter eliminates the requirement of the multiphase oscillator, thus helps to reduce overall power dissipation. The power consumption of the voltage control oscillator is about 5.83 mW. In addition, reducing the clock frequency improves the performance of the phase detector circuit. The total power dissipation of the proposed CDR is evaluated to be 10.9 mW from a 1.8 V supply.

本文介绍了一种低功耗时钟和数据恢复电路,其四分频工作频率为 10 GHz。该电路由锁相环和输入数据重定时电路组成。锁相环包括一个 LC 振荡器、一个四分之一速率检测器、一个电荷泵和一个低通滤波器。振荡器的输出被应用于一个两位计数器,因此时钟频率被降低到 2.5 GHz,八个不同的相位被应用于相位检测器,以不同的相位对输入数据进行采样。每次采样的时间为 12.5 皮秒。这种两比特计数器的创新应用消除了对多相振荡器的要求,从而有助于降低总体功耗。电压控制振荡器的功耗约为 5.83 毫瓦。此外,降低时钟频率还能提高相位检测器电路的性能。经评估,在 1.8 V 电源电压下,拟议 CDR 的总功耗为 10.9 mW。
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引用次数: 0
A hybrid ensemble voting-based residual attention network for motor imagery EEG Classification 用于运动图像脑电图分类的基于剩余注意力的混合集合投票网络
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-24 DOI: 10.1007/s10470-023-02240-1
K. Jindal, R. Upadhyay, H. S. Singh

Multi-class motor imagery Electroencephalography (EEG) activity decoding has always been challenging for the development of Brain Computer Interface (BCI) system. Deep learning has recently emerged as a powerful approach for BCI system development using EEG activity. However, the EEG activity analysis and classification should be robust, automated and accurate. Currently, available BCI systems perform well for binary task identification whereas, multi-class classification of EEG activity for BCI applications is still a challenging task. In this work, a hybrid residual attention ensemble voting classifier model is developed for EEG-based Motor Imagery-Brain Computer Interface (MI-BCI) task classification. The Time–Frequency Representation (TFR) of the multi-class EEG activity is generated using Transient Extracting Transform. The TFR spectrogram images are input to the designed residual attention ensemble voting classifier model for training and classification purposes. The model is evaluated using different fusion strategies viz. feature-level and score-level fusion of layers. The proposed model is evaluated on two MI-BCI datasets, BCI competition IV 2a and BCI competition III 3a, yielding the highest classification accuracies of 88.14% and 93.13%, respectively. The results obtained on a large multi-class MI-BCI dataset confirm that the proposed hybrid residual attention ensemble voting classifier model significantly outperforms the conventional algorithm and achieves significantly high classification accuracy for the feature-level fusion of layers. The developed framework aids in identifying different tasks for multi-class MI-BCI EEG activity.

摘要 多类运动图像脑电图(EEG)活动解码一直是开发脑计算机接口(BCI)系统的挑战。最近,深度学习已成为利用脑电活动开发 BCI 系统的一种强大方法。然而,脑电活动分析和分类应该是稳健、自动化和准确的。目前,现有的 BCI 系统在二元任务识别方面表现出色,而用于 BCI 应用的脑电活动多类分类仍是一项具有挑战性的任务。在这项工作中,为基于脑电图的运动图像-脑计算机接口(MI-BCI)任务分类开发了一种混合剩余注意力集合投票分类器模型。使用瞬态提取变换生成多类脑电图活动的时频表示(TFR)。TFR 频谱图像被输入到设计的剩余注意力集合投票分类器模型中,用于训练和分类。该模型采用不同的融合策略进行评估,即特征层融合和分数层融合。所提出的模型在两个 MI-BCI 数据集(BCI 竞赛 IV 2a 和 BCI 竞赛 III 3a)上进行了评估,分类准确率分别达到最高的 88.14% 和 93.13%。在大型多类 MI-BCI 数据集上获得的结果证实,所提出的混合剩余注意力集合投票分类器模型的性能明显优于传统算法,并在特征层融合方面取得了显著的高分类准确率。所开发的框架有助于确定多类 MI-BCI 脑电图活动的不同任务。
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引用次数: 0
Performance analysis of DD-DPMZM based RoF link for emerging wireless networks 基于 DD-DPMZM 的 RoF 链路在新兴无线网络中的性能分析
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-22 DOI: 10.1007/s10470-023-02231-2
Balram Tamrakar, Krishna Singh, Parvin Kumar, Varun Gupta

This paper demonstrates the analytical approach of Linearized Radio over Fiber (RoF) link based on Dual-Drive Dual Parallel Mach Zehnder Modulator (DD-DPMZM) by properly adjusting the phase shifters and biasing of the Mach Zehnder Modulator (MZM). Two input RF Source at 7 and 8 GHz applied in the used RoF link. The proposed RoF link consists of Mach Zehnder Modulator (MZM), Parallel combination of Mach Zehnder Modulators, optical fiber, and photodetector (PD). Third Order Intermodulation Distortions (IMD3) factor act as a major issue, which is responsible as performance degradation factor. Major sources of IMD3 spurious components have been investigated and suppressed in theoretical analysis before photodetection. The proposed method is designed with the help of OptSim simulation software, to confirm and validate the analytical analysis and simulation results. Analytical analysis & simulation results show that, 40 dB suppression found in IMD3 spurious components, and 30 dB.Hz2/3 enhancement found in Spurious Free Dynamic Range (SFDR), for the proposed linearized RoF link as compared to conventional MZM RoF link. The Measured SFDR is also founded as 26 dB.Hz2/3, 5 dB.Hz2/3, & 10 dB.Hz2/3 for different optical fiber impairments as 8 km, 10 km & 15 km respectively for used DD-DPMZM based RoF link.

摘要 本文通过适当调整马赫泽恩德调制器(MZM)的移相器和偏置,展示了基于双驱动双并行马赫泽恩德调制器(DD-DPMZM)的线性化光纤无线电(RoF)链路的分析方法。所使用的 RoF 链路采用 7 和 8 千兆赫的两个输入射频源。拟议的 RoF 链路由马赫泽恩德调制器 (MZM)、马赫泽恩德调制器平行组合、光纤和光电探测器 (PD) 组成。三阶互调失真 (IMD3) 因子是一个主要问题,是造成性能下降的因素。在进行光电检测之前,已通过理论分析调查并抑制了 IMD3 杂散成分的主要来源。在 OptSim 仿真软件的帮助下设计了所提出的方法,以确认和验证分析和仿真结果。分析和仿真结果表明,与传统的 MZM RoF 链路相比,拟议的线性化 RoF 链路的 IMD3 杂散成分抑制了 40 dB,无杂散动态范围(SFDR)提高了 30 dB.Hz2/3。对于基于 DD-DPMZM 的 RoF 链路,在 8 千米、10 千米和 15 千米的不同光纤损伤条件下,测量的 SFDR 分别为 26 dB.Hz2/3、5 dB.Hz2/3、10 dB.Hz2/3。
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引用次数: 0
An 18–28 GHz dual-mode down-converter IC for 5G applications 用于 5G 应用的 18-28 GHz 双模下变频集成电路
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-21 DOI: 10.1007/s10470-023-02232-1
Saeed Naghavi, Kaisa Ryynänen, Mahwish Zahra, Aleksi Korsman, Kari Stadius, Marko Kosunen, Vishnu Unnikrishnan, Lauri Anttila, Mikko Valkama, Jussi Ryynänen

Emerging spectrum trends require a higher integration of 5G New Radio Frequency Range 1 (FR1) and Frequency Range 2 (FR2) bands to enhance the availability of spectrum and spectrum-sharing opportunities. To enable the reception of both FR1 and FR2 bands in a seamless hardware entity, we propose combining homodyne and heterodyne architectures. This necessitates the incorporation of a down-converter module that transfers the incoming signals from FR2 bands down to FR1, ensuring compatibility with an FR1 direct-conversion receiver (DCR) for the final signal reception. The primary focus of this paper is the design and implementation of the required integrated down-converter. The module includes an integrated balun, a low-noise amplifier (LNA) with a bypass mode, a dual-mode mixer, and an intermediate frequency (IF) amplifier. The introduced bypass mode helps to further elevate the linearity performance compared to the nominal mode. The bypass mode is designed for joint communication and sensing operation to avoid the compression of the receiver. This work also incorporates a local oscillator (LO) signal distribution network with phase tuning elements using a mixed-signal approach. The circuit is implemented in a 22-nm CMOS process, and the active die area is 0.6 (text {mm}^text {2}). The measurements demonstrate that the implemented chip can efficiently perform the required frequency conversion over a wide frequency range of 18–28 GHz. Conversion gain of 4.5–7.5 dB, noise figure of 15–19.7 dB, 1 dB compression point (IP1dB) of − 16 to − 10 dBm, and input third-order intercept point (IIP3) of − 5 to 0 dBm are achieved. The measured IP1 dB and IIP3 for the bypass mode are +0.5 to +4.5 dBm and +8.5 to +10 dBm, respectively.

新出现的频谱趋势要求对 5G 新无线电频率范围 1(FR1)和频率范围 2(FR2)频段进行更高的整合,以提高频谱可用性和频谱共享机会。为了在一个无缝硬件实体中同时接收 FR1 和 FR2 频段,我们建议将同频和异频架构结合起来。这就需要加入一个下变频模块,将接收到的 FR2 波段信号下传至 FR1 波段,确保与 FR1 直接转换接收器(DCR)兼容,以实现最终信号接收。本文的主要重点是设计和实现所需的集成下变频器。该模块包括一个集成平衡器、一个具有旁路模式的低噪声放大器(LNA)、一个双模混频器和一个中频(IF)放大器。与标称模式相比,旁路模式有助于进一步提高线性度性能。旁路模式设计用于联合通信和传感操作,以避免接收器的压缩。这项研究还采用混合信号方法,在本地振荡器(LO)信号分配网络中加入了相位调谐元件。电路采用 22 纳米 CMOS 工艺实现,有源芯片面积为 0.6(text {mm}^text {2})。测量结果表明,所实现的芯片可以在 18-28 GHz 的宽频率范围内高效地完成所需的频率转换。转换增益为 4.5-7.5 dB,噪声系数为 15-19.7 dB,1 dB 压缩点 (IP1dB) 为 - 16 至 - 10 dBm,输入三阶截取点 (IIP3) 为 - 5 至 0 dBm。旁路模式的 IP1 dB 和 IIP3 测量值分别为 +0.5 至 +4.5 dBm 和 +8.5 至 +10 dBm。
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引用次数: 0
A broadband low profile SIW cavity-backed antenna loaded with hexagonal and rectangular slots for ‘X’ band application 用于 "X "波段应用的宽带低剖面 SIW 腔背天线,装有六角形和矩形槽
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-18 DOI: 10.1007/s10470-023-02238-9
E. Vinodha

This article manifests a straight-forward design technique to obtain a broad bandwidth for a substrate integrated waveguide (SIW) cavity-backed slot antenna suitable for ‘X’ band applications. The combination of hexagonal and rectangular slots significantly expands the bandwidth, unlike conventional slots (circle, square, and triangle). They induce two closely spaced modes in the rectangular SIW cavity and improve the bandwidth of the resultant antenna. The proposed design is energized by a simple 50-Ω microstripline feed. The rectangular SIW cavity with dual slots enhances a bandwidth of 21.6%, covering ‘X’ band frequencies from 8.7 to 10.88 GHz. The proposed structure is very compact and occupies a square dimension of 29 (times 29times 1.6) mm3 printed on an affordable FR4 substrate using printed circuit board technology. The proposed prototype is measured and validated with its respective simulated values, which reflect a fair agreement between them. The proposed design has an uncomplicated geometry, a simple feed technique, an enlarged bandwidth, and a low profile with a compact size that makes the proposed antenna an appropriate choice for defense tracking, weather monitoring, air traffic control, and RADAR applications.

摘要 本文介绍了一种简单易行的设计技术,用于获得适合 "X "波段应用的基底集成波导(SIW)腔背槽天线的宽带宽。与传统插槽(圆形、方形和三角形)不同,六边形和矩形插槽的组合大大扩展了带宽。它们在矩形 SIW 腔中诱导出两个间隔很近的模式,从而提高了天线的带宽。拟议的设计由一个简单的 50Ω 微型馈线供电。带有双槽的矩形 SIW 腔可提高 21.6% 的带宽,覆盖 8.7 至 10.88 GHz 的 "X "频段。所提出的结构非常紧凑,占用的正方形尺寸为 29 (29×29×1.6)mm3,采用印刷电路板技术印刷在经济实惠的 FR4 基板上。对所提出的原型进行了测量,并与各自的模拟值进行了验证,结果显示两者之间相当吻合。拟议的设计具有不复杂的几何形状、简单的馈电技术、更大的带宽和小巧的外形,使拟议的天线成为国防跟踪、气象监测、空中交通管制和雷达应用的合适选择。
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引用次数: 0
DTMOS based four-quadrant multiplier/divider with voltage difference transconductance amplifier 基于 DTMOS 的带电压差跨导放大器的四象限乘法器/除法器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-17 DOI: 10.1007/s10470-023-02235-y
Motkuri Krishna, Bal Chand Nagar

In recent years, all portable gadgets must operate at low power in order to increase battery life, increase dependability, and lower the expense of heat dissipation. The four-quadrant multipliers are widely used in signal processing applications such as amplitude modulation, frequency doubling, and adaptive filters. This research proposes a four-quadrant multiplier/divider circuit with Voltage Difference Transconductance Amplifier (VDTA) as the active element. Due to its low power supply and usage of electricity, the suggested four quadrant multiplier/divider circuit is designed with the help of Dynamic Threshold Metal Oxide Semiconductor (DTMOS). Moreover, the proposed design employs a single VDTA as an active element to operate the circuit in a four-quadrant mode for multiplication and division operations. Power usage of the whole circuit is minimized by choosing the voltage supply of 0.2 V. The suggested circuit is created utilizing the Cadence virtuoso GPDK 90 nm technology. Different kinds of performance analyses are estimated to show the effectiveness of the suggested circuit in which the proposed design consumes 0.144 (mu W) as the usage of electricity value. Also, the suggested circuit has 1.7% total harmonic distortion (THD), which is considerably lesser than the existing designs. The bandwidth is 24.54 MHz, and the intermodulation products of the output signal have been calculated. Monte Carlo and THD simulations have been performed in a way that confirms the robustness of the circuit against the technological spread.

近年来,所有便携式设备都必须以低功耗运行,以延长电池寿命、提高可靠性并降低散热费用。四象限乘法器广泛应用于信号处理领域,如振幅调制、倍频和自适应滤波器。本研究提出了一种以电压差跨导放大器(VDTA)为有源元件的四象限乘法器/除法器电路。由于其低功耗和用电量,建议的四象限乘法器/除法器电路是在动态阈值金属氧化物半导体(DTMOS)的帮助下设计的。此外,建议的设计采用了单个 VDTA 作为有源元件,使电路在四象限模式下进行乘除运算。建议的电路采用 Cadence virtuoso GPDK 90 纳米技术制作。各种性能分析估算显示了所提电路的有效性,其中所提设计的耗电量为 0.144 (mu W) 。此外,建议电路的总谐波失真(THD)为 1.7%,大大低于现有设计。带宽为 24.54 MHz,并计算了输出信号的互调产物。蒙特卡罗模拟和总谐波失真模拟证实了电路对技术扩散的稳健性。
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引用次数: 0
A compact dual-feed wide-band slotted antenna for future wireless applications 面向未来无线应用的紧凑型双馈电宽带开槽天线
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-12 DOI: 10.1007/s10470-023-02233-0
D. Siva Sundhara Raja, D. Rajesh Kumar, N. Santhiyakumari, S. Kumarganesh, K. Martin Sagayam, B. Thiyaneswaran, Binay Kumar Pandey, Digvijay Pandey

Future 5G technology will have a high data rate and capacity as well as low latency in order to suit the needs of applications such as health care monitoring, smart cities, and smart homes. As a result, developing an antenna system with capable of spanning 5G spectrums while providing excellent radiating performance is critical. In this study, we suggest an antenna system that covers the 5G spectrum's awaited bandwidth. This article explains a low-profile, wide-band patch antenna with a consistent radiation pattern and polarization. To enhance the bandwidth, the design comprises two symmetrical inverted U slots and a tiny slot in the middle. To eliminate higher even-order modes, the antenna is activated by a differential feed. The suggested antenna achieves an impedance bandwidth of up to 31.3% when printed on a 0.80 mm thick FR4 substrate. The developed antenna has a frequency resonance range of 3.58–4.8 GHz and a reflection coefficient less than − 15 dB. With maximal co-polarization and low cross-polarization, consistent radiation characteristics are attained throughout the whole 1.22 GHz bandwidth. The many parameters that determine antenna performance are investigated and shown. The simulation of the proposed antenna is carried out using Keysight’s Advanced Design System. The constructed antenna is experimentally measured, and the experimental findings correspond well with the predicted results. It has been determined that a thin and compact differentially fed antenna offers improved performance, making it suitable for future 5G cellular applications.

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引用次数: 0
Low power adders using  asynchronous pipelined modified low voltage MCML for signal processing and communication applications 使用异步流水线改进型低压 MCML 的低功耗加法器,用于信号处理和通信应用
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-11 DOI: 10.1007/s10470-023-02241-0
T. KalavathiDevi, K. S. Renuka Devi, S. Umadevi, P. Sakthivel, Seokbum Ko

Low power design features have dramatically changed since semiconductors made their move towards deep submicron technologies. In the datapath cells, power dissipation is a major concern since they make up the primitives of higher- level system architectures like microprocessors, Random Access Memory (RAM) cells and mobile architectures. By combining low voltage MOS Current Mode Logic (MCML) with two phase bundled data protocol, the manuscript describes a practical method for designing combinational circuits. Asynchronous pipeline circuits can accomplish higher throughput, reduced latency, and consume less power than synchronous pipeline circuits without experiencing clock skew problems. Muller C-elements are used to produce control signals in the handshaking path and D latches areemployed to ensure that the control signal generation proceeds in two phases. The proposed concept is implemented in 1-bit full adder and 4bit Carry Look Ahead (CLA) adder and simulated inT-SPICE using TSMC 45 nm technology library. In comparison to conventional MCML-based 4-bit CLA adder, asynchronous pipelined low voltage MCML implementation achieves 24% reduced power consumption, 19% less computation time, and 39% less Power Delay Product (PDP).

自半导体向深亚微米技术发展以来,低功耗设计特性发生了巨大变化。数据通路单元是微处理器、随机存取存储器 (RAM) 单元和移动架构等更高级系统架构的基元,因此功耗是其主要关注点。通过将低电压 MOS 电流模式逻辑(MCML)与两相捆绑数据协议相结合,手稿描述了一种设计组合电路的实用方法。与同步流水线电路相比,异步流水线电路可以实现更高的吞吐量、更短的延迟时间和更低的功耗,而不会出现时钟偏移问题。Muller C 元素用于在握手路径中产生控制信号,D 锁存器用于确保控制信号的产生分两个阶段进行。所提出的概念在 1 位全加法器和 4 位带前瞻(CLA)加法器中得以实现,并使用台积电 45 纳米技术库在 T-SPICE 中进行了仿真。与传统的基于 MCML 的 4 位 CLA 加法器相比,异步流水线低压 MCML 实现的功耗降低了 24%,计算时间缩短了 19%,功率延迟积(PDP)降低了 39%。
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引用次数: 0
Hardware optimized digital down converter for multi-standard radio receiver 用于多标准无线电接收器的硬件优化数字降频器
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-11 DOI: 10.1007/s10470-023-02227-y
Debarshi Datta, Himadri Sekhar Dutta

This paper presents a novel approach to the reconfigurable digital down converter (DDC) reducing the sampling frequency from 3.64 GHz to 28.4375 MHz on the field-programmable gate array (FPGA) device. The proposed DDC consists of a polyphase mixer and a resampling filter. The polyphase mixer can reduce the high-speed sampling rate signal and generates a complex baseband signal having sufficient noise margin. The resampling filter produces a large decimation factor and improves the filtering quality. The design has been optimized at the sub-component level using very few multiplier blocks, resulting in low power consumption. The sampling rate factors can be dynamically programmed in real-time to increase the flexibility of the design. In addition, truncation is used in each filter stage to protect from overflow errors. Moreover, the design is described in optimum hardware description language to reduce the available resources, without compromising the functionality. Finally, the proposed DDC has been simulated and tested on the Xilinx Kintex-7 FPGA board. According to synthesis results, it is noticed that the proposed design reduces the area and power consumption compared to other existing architectures. In the end, the feasibility of the proposed architecture is tested to certify the system’s validity.

摘要 本文提出了一种新颖的可重构数字降频转换器(DDC)方法,在现场可编程门阵列(FPGA)器件上将采样频率从 3.64 GHz 降至 28.4375 MHz。拟议的 DDC 由多相混频器和重采样滤波器组成。多相混频器可降低高速采样率信号,并生成具有足够噪声余量的复杂基带信号。重采样滤波器可产生较大的抽取系数,提高滤波质量。该设计在子元件层面进行了优化,只使用了很少的乘法器块,因此功耗很低。采样率系数可实时动态编程,以提高设计的灵活性。此外,每个滤波器级都采用了截断技术,以防止溢出错误。此外,设计采用最佳硬件描述语言进行描述,以在不影响功能的情况下减少可用资源。最后,在 Xilinx Kintex-7 FPGA 板上对所提出的 DDC 进行了仿真和测试。综合结果表明,与其他现有架构相比,拟议设计减少了面积和功耗。最后,对所提架构的可行性进行了测试,以证明系统的有效性。
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引用次数: 0
A novel intelligent optimization-based maximum power point tracking control of photovoltaic system under partial shading conditions 部分遮阳条件下基于智能优化的光伏系统最大功率点跟踪控制新方法
IF 1.2 4区 工程技术 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-01-10 DOI: 10.1007/s10470-023-02216-1
Mary Beula Aron, Josephine Rathinadurai Louis

Due to its abundant natural supply and environmentally friendly features, solar photovoltaic (PV) production based on renewable energy is the ideal substitute for conventional energy sources. The efficiency of solar power generation under partial shading conditions (PSCs) is significantly increased by maximizing power extraction from the PV system. The maximum power point tracking (MPPT) method is to track maximum PowerPoint (MPP). This research proposes a photovoltaic MPPT control in partial shading conditions using Loxo-Canis (LOXOCAN) optimization algorithm. The ultimate goal of the novel method is to track the solar photovoltaic system’s maximum power point under conditions of partial shading using the LOXOCAN algorithm. The proposed LOXOCAN algorithm is a combination of Elephant-herd optimization (EHO) and Coyote Optimization Algorithm (COA). The (K_{p} ,K_{i} ,) and (K_{d}) parameters of the PID controller of the MPPT controller will be tuned to their optimum values using the proposed optimization strategy. Higher MPPT performance and a quick convergence at the global maxima are shown in the proposed Loxo-Canis approach. Also, the recommended hybrid Loxo-Canis MPPT approach offers faster MPPT, less computational work, and higher efficiency.

基于可再生能源的太阳能光伏发电(PV)具有丰富的自然供应和环境友好的特点,是传统能源的理想替代品。通过最大限度地从光伏系统中提取电能,可以显著提高部分遮阳条件(PSCs)下的太阳能发电效率。最大功率点跟踪(MPPT)方法就是跟踪最大功率点(MPP)。本研究利用 Loxo-Canis (LOXOCAN) 优化算法提出了一种部分遮阳条件下的光伏 MPPT 控制方法。新方法的最终目标是利用 LOXOCAN 算法跟踪部分遮挡条件下太阳能光伏系统的最大功率点。所提出的 LOXOCAN 算法是象群优化算法(EHO)和土狼优化算法(COA)的结合。MPPT 控制器中 PID 控制器的 (K_{p} ,K_{i} ,) 和 (K_{d}) 参数将通过所提出的优化策略调整到最佳值。建议的 Loxo-Canis 方法具有更高的 MPPT 性能,并能快速收敛到全局最大值。此外,所推荐的 Loxo-Canis 混合 MPPT 方法还具有更快的 MPPT 速度、更少的计算工作量和更高的效率。
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引用次数: 0
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Analog Integrated Circuits and Signal Processing
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