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Identification of intra pulse modulation signal in the presence of noise 识别存在噪声的脉冲内调制信号
Q4 Engineering Pub Date : 2024-01-10 DOI: 10.59018/1123295
Neeraja Bandi, N. V. K. Rao, B. R. Naik
In Electronic Warfare systems, Low Probability of Intercept (LPI) radar signals are used for identifying the targets in the selected region of operation. LPI radars are designed to minimize the chances of being intercepted or detected by passive radar receivers. Advanced signal processing techniques become an essential requirement when these signals are used for the detection and separation of multiple targets in a noisy environment. In this work, a noisy Stepped Frequency Modulated (SFM) waveform is detected by using high resolution spectrum estimation techniques. To improve the detection capability of the noisy SFM, two level filtering is used as pre-processing step. The filtered SFM signal is analysed using Root MUSIC and Eigenvector algorithms and the multiple target frequencies are estimated. The proposed method is successful in detecting the parameters of the SFM signal in the low Signal Noise Ratio conditions up to -9dB with an accuracy of 99%.
在电子战系统中,低拦截概率(LPI)雷达信号用于识别选定作战区域内的目标。LPI 雷达的设计目的是尽量减少被无源雷达接收器拦截或探测到的机会。当这些信号用于探测和分离噪声环境中的多个目标时,先进的信号处理技术就成为一项基本要求。在这项工作中,利用高分辨率频谱估计技术检测了噪声阶跃频率调制(SFM)波形。为了提高噪声 SFM 的检测能力,采用了两级滤波作为预处理步骤。滤波后的 SFM 信号使用根 MUSIC 算法和特征向量算法进行分析,并估算出多个目标频率。所提出的方法能在信号噪声比低至 -9dB 的条件下成功检测 SFM 信号的参数,准确率高达 99%。
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引用次数: 0
Design and simulation of ON-GRID PV system on a mosque building using PVsyst: Case study of Masjid Tablighiyah, Indonesia 使用 PVsyst 对清真寺建筑上的 ON-GRID 光伏系统进行设计和模拟:印度尼西亚 Tablighiyah 清真寺案例研究
Q4 Engineering Pub Date : 2024-01-10 DOI: 10.59018/1123294
Solar energy is a renewable energy source that can be used in the long term as an alternative energy source. Globally, the use of rooftop PV is currently being promoted in both public and private buildings. Mosques are suitable for rooftop PV installations because of the relatively large roof area available. On the other hand, mosques also have unique occupancy schedules and electricity load profiles. However, there has been no research conducted on designing PV utilization for mosque buildings. In this study, we design and simulate the PV performance of a mosque building, with a case study of Masjid Tablighiyah in Indonesia, using PVsyst. We compare 3 scenarios to analyze which placement will give a better performance of PV for an on-grid system: i) the main building’s rooftop, ii) the mosque’s walkway, and iii) the combination of both places. The simulation results include design details, array losses, near-shading losses, annual generated energy, and losses diagram. Based on the 3 scenarios that have been simulated for rooftop PV installation at the mosque, the most efficient installation is scenario 2, where the PV rooftop is installed on top of the mosque's walkway with a total performance ratio of 80.41% and annual energy generation of 50.63 MWh/year.
太阳能是一种可再生能源,可作为替代能源长期使用。目前,全球正在公共建筑和私人建筑中推广使用屋顶光伏发电。清真寺屋顶面积相对较大,因此适合安装屋顶光伏设备。另一方面,清真寺也有其独特的占用时间和电力负荷情况。然而,目前还没有关于清真寺建筑光伏利用设计的研究。在本研究中,我们使用 PVsyst 对清真寺建筑的光伏性能进行了设计和模拟。我们比较了三种方案,以分析哪种布置方式能使光伏并网系统发挥更好的性能:i) 主建筑屋顶;ii) 清真寺走道;iii) 两种方式的结合。模拟结果包括设计细节、阵列损耗、近遮挡损耗、年发电量和损耗图。根据清真寺屋顶光伏安装的三种模拟方案,效率最高的安装方案是方案 2,即光伏屋顶安装在清真寺人行道顶部,总性能比为 80.41%,年发电量为 50.63 兆瓦时/年。
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引用次数: 0
Recognizing surface edges and prediction of terrain deformation by analyzing LANDSAT-8 raster in QGIS- A case study of Coimbatore, India 通过分析 QGIS 中的 LANDSAT-8 光栅识别地表边缘并预测地形变形--印度哥印拜陀的案例研究
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023273
Convolutional Neural Network (CNN) is one of the deep learning algorithms generally used for image recognition and allocation. These neural networks are developed in multi-layers which reasonably reduces complex dimensions of any input without ruining original information. The satellite images are obtained in .jpg format with potential resolutions. The land usage of the given area is estimated and the objects present in the image are identified using the Canny Edge detection algorithm. It extracts useful data in terms of structures and scales down the size of the data. Raster data in.tif format from LANDSAT-8 is collected over a year. With the Semi-automated classification plugin (SCP) in QGIS, the signatures are created. Signatures are pixelated polygons that are classified to store land attributes. The Normalized indices of vegetation (NDVI), water (NDWI), and built-up (NDBI) are calculated. Land use land cover area was developed. Multi-layer perceptron has numerous hidden layers, and the iterations can be fixed in the MOLUSCE plugin. The land cover for two years, 2020 and 2023 is given along with spatial variables such as precipitation and elevation. The changes in each category of land are identified. In the last three years, the area covered by buildings has increased from 25% to 31%. The area under water bodies had a slight decrease from 1.46% to 1.25%. The land cover for the year 2026 is predicted. From the predictions, it is conclusive that, our research supports the changes between 3 years had not much difference, but above 6 years, it is evident that land will be deformed from most of the vegetation area into built-up.
卷积神经网络(CNN)是深度学习算法之一,通常用于图像识别和分配。这些神经网络采用多层开发,可在不破坏原始信息的情况下合理减少任何输入的复杂维度。卫星图像以潜在分辨率的 .jpg 格式获取。使用 Canny 边缘检测算法估算给定区域的土地使用情况并识别图像中的物体。它可以提取结构方面的有用数据,并缩小数据的大小。从 LANDSAT-8 收集的.tif 格式栅格数据历时一年。利用 QGIS 中的半自动分类插件(SCP)创建了签名。签名是像素化多边形,通过分类存储土地属性。计算归一化植被指数(NDVI)、水分指数(NDWI)和建筑密度指数(NDBI)。开发了土地利用土地覆盖区。多层感知器有许多隐藏层,可在 MOLUSCE 插件中固定迭代次数。给出了 2020 年和 2023 年两年的土地覆被以及降水和海拔等空间变量。确定了各类土地的变化情况。在过去三年中,建筑物覆盖面积从 25% 增加到 31%。水体覆盖面积略有下降,从 1.46% 降至 1.25%。预测了 2026 年的土地覆盖情况。从预测结果中可以得出结论,我们的研究支持 3 年之间的变化没有太大差异,但 6 年以上的变化则很明显,土地将从大部分植被区变为建筑区。
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引用次数: 0
Performance enhancement of Graphene-Based elliptical patch antenna for THz applications 基于石墨烯的椭圆形贴片天线在太赫兹应用中的性能提升
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023266
The advancement of wireless communication applications has proliferated in recent years. The antenna design is crucial in evaluating the effectiveness of most of these wireless communication applications that demand extensive bandwidth and a lofty data rate. THz (Terahertz) band is becoming a key factor for advanced wireless communication applications. The design of microstrip patch antennas in the THz band is preferred as one of the most significant for advanced wireless applications. This paper proposed an elliptical patch antenna with a T-shape slot on the patch and partial ground methods to meet the speed demand of advanced wireless communication systems. The overall size of the antenna is 160 × 120 µm2. We investigated the antenna performance by using computer simulation technology (CST) simulation software. The simulation results indicate that our proposed antenna improves the bandwidth by 0.72 THz (720 GHz) with a return loss suppression of 12 dB. Moreover, the gain and efficiency of the proposed antenna show satisfactory enhancement. Based on the concept of a T-shape slot on the patch and partial ground method, we confirm the performance improvement of the proposed antenna through simulation results.
近年来,无线通信应用的发展突飞猛进。大多数无线通信应用都要求宽带和高数据传输速率,而天线设计对于评估这些应用的有效性至关重要。太赫兹(THz)频段正成为先进无线通信应用的关键因素。太赫兹频段微带贴片天线的设计被认为是先进无线应用中最重要的设计之一。本文提出了一种椭圆形贴片天线,其贴片上有一个 T 形槽,并采用了部分接地方法,以满足先进无线通信系统的速度需求。天线的整体尺寸为 160 × 120 µm2。我们使用计算机仿真技术(CST)仿真软件研究了天线的性能。仿真结果表明,我们提出的天线将带宽提高了 0.72 THz(720 GHz),回波损耗抑制为 12 dB。此外,所提天线的增益和效率也有令人满意的提高。基于贴片上 T 形槽的概念和部分接地方法,我们通过仿真结果证实了所提天线的性能改进。
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引用次数: 0
An experimental study of the performance of a CI engine using ethanol as a fuel stabilizer 使用乙醇作为燃料稳定剂的 CI 发动机性能实验研究
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023270
Ethanol is a promising alternative fuel owing to its renewable bio-based origin and lower carbon content, as well as its ability to significantly reduce particle emissions in diesel engines. To evaluate the particulate matter emissions and performance of ethanol-diesel blends, researchers conducted experiments using mineral blends of 5% and 10% ethanol with 95% and 90% diesel fuel, respectively, as well as biodiesel blends with 25% biodiesel and 75% diesel fuel, and 100% diesel as a baseline. These blends were tested in a CI engine with a constant RPM of 1350 and variable loads from 0.0 to 1.6 at intervals of 0.2 kg-m. The study found that biodiesel blends reduced exhaust particulate emissions compared to diesel fuel, while the brake specific fuel consumption decreased with increasing brake power, and the brake thermal efficiency increased as brake power increased. The sound pressure level was measured from different locations of the engine, and the results indicated that increasing the percentage of biodiesel led to a decrease in the sound pressure level. Overall, the study concluded that ethanol-blend fuel improved both brake and engine thermal efficiency while reducing particulate matter emissions. The engine experiments evaluated engine brake torque, braking power, brake specific fuel consumption, brake thermal efficiency, and particulate matter emissions under a variable load and a constant engine speed.
乙醇是一种很有前途的替代燃料,因为它来源于可再生的生物,碳含量较低,而且能够显著减少柴油发动机的颗粒物排放。为了评估乙醇-柴油混合物的颗粒物排放和性能,研究人员分别使用 5% 和 10% 乙醇与 95% 和 90% 柴油的矿物混合物、25% 生物柴油与 75% 柴油的生物柴油混合物以及 100% 柴油作为基准进行了实验。这些混合物在一台转速恒定为 1350 转/分、负载从 0.0 到 1.6、间隔为 0.2 kg-m 的 CI 发动机中进行了测试。研究发现,与柴油相比,生物柴油混合物减少了废气微粒排放,而制动比油耗随着制动功率的增加而降低,制动热效率随着制动功率的增加而提高。从发动机的不同位置对声压级进行了测量,结果表明,生物柴油比例的增加会导致声压级的降低。总之,研究得出结论,乙醇混合燃料提高了制动和发动机热效率,同时减少了颗粒物排放。发动机实验评估了发动机在可变负荷和恒定发动机转速下的制动扭矩、制动功率、制动比油耗、制动热效率和颗粒物排放。
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引用次数: 0
PV fed modular multilevel inverter with PI and fuzzy control for marine water pumping applications 采用 PI 和模糊控制的光伏馈电模块化多电平逆变器,用于船用抽水装置
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023271
In this paper, we describe the outcomes of our investigation into the design and construction of a modular multilevel inverter (MMI) using intelligent control approaches to manage the induction motor (IM) drive in marine water pumping applications. Specifically, we were interested in controlling the speed of the IM. The multi-model input multi-output (MMI-IM) drive coupled with a fuzzy logic controller is used in the solution that has been suggested. A range of robustness measurements, including as peak overshoot, inverter settling time, and total harmonic distortion (THD), are used to assess the performance of the controllers. The intelligent controller, IM drive, and MMI are all components of the suggested control approach for water pumping applications that are used in the marine industry. To enhance both the efficiency and usefulness of the system, the methodology that has been suggested makes use of several intelligent control strategies. This is the aspect that sets it apart from other methods.
在本文中,我们介绍了利用智能控制方法设计和制造模块化多电平变频器 (MMI),以管理船用抽水应用中感应电机 (IM) 驱动的研究成果。具体来说,我们对感应电机的速度控制很感兴趣。多模型输入多输出(MMI-IM)驱动器与模糊逻辑控制器相结合,被用于所建议的解决方案中。一系列稳健性测量,包括峰值过冲、逆变器稳定时间和总谐波失真(THD),都被用来评估控制器的性能。智能控制器、IM 驱动器和 MMI 都是建议的控制方法的组成部分,适用于海洋工业中的水泵应用。为了提高系统的效率和实用性,所建议的方法采用了多种智能控制策略。这也是该方法有别于其他方法的地方。
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引用次数: 0
A novel approach to generate trigonometric functions using high performance FPGA 利用高性能 FPGA 生成三角函数的新方法
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023275
This paper describes the novel approach to generate the trigonometric function sine wave with different amplitudes and different frequencies. The proposed design is synthesized using Xilinx ISE 14.7 using Verilog HDL programming language and simulated using the modelsim simulator. The sine wave generation is targeted on the high performance Zynq 7-series Zedoard FPGA (7020) which has a capability of programming language (PL) and processing system (PS). Generation of sine wave is carried out using Xilinx IP Core (DDS) approach with simulation, and synthesis. Zed board works on 28nm technology. Hardware device utilization summary of the design is analyzed along with the timing values. The power report of the design is extracted using the X power analyzer. Power analysis is compared with Micro wind software and X-power analyzer.
本文介绍了生成不同振幅和不同频率的三角函数正弦波的新方法。该设计使用 Xilinx ISE 14.7 和 Verilog HDL 编程语言进行综合,并使用 modelsim 仿真器进行仿真。正弦波生成是在高性能 Zynq 7 系列 Zedoard FPGA (7020) 上进行的,该 FPGA 具有编程语言 (PL) 和处理系统 (PS) 功能。正弦波的生成采用 Xilinx IP Core (DDS) 方法,并进行了仿真和综合。Zed 板采用 28 纳米技术。对设计的硬件设备利用率汇总和时序值进行了分析。使用 X 功率分析仪提取了设计的功率报告。功率分析与 Micro wind 软件和 X 功率分析仪进行了比较。
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引用次数: 0
An artificial intelligence based multimodal biometric recognition using Fully Convolutional Residual Neural Network 使用全卷积残差神经网络的基于人工智能的多模态生物识别技术
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023272
The protection of biometric information is rapidly becoming an increasingly significant challenge in the field of data security. In recent years, there has been a precipitous growth in the number of research endeavours being performed in biometrics. This surge in research endeavours has been driven by a growing interest in the discipline. It is still difficult to solve the problem of developing a multimodal biometric system (MBS) with improved accuracy and recognition rate for use in smart cities. The numerous works have all used MBSs, which has led to a reduction in the security criteria that are required. Because of this, the major focus of this study is centred on the creation of a multimodal biometric recognition system (MBRS) via the utilisation of deep learning Fully Convolutional Residual Neural Network (FCRN) classification. A Gaussian filter is first applied to the images obtained from the ear, face, fingerprint, iris, and palmprint databases. This step is performed at the very beginning of the process. This causes the photos to go through pre-processing, which gets rid of the many kinds of noise that were presented. In addition, the grey level co-occurrence matrix, also known as the GLCM, is used to derive the multimodal properties. Following that, Particle Swarm Optimization (PSO) and Principal Component Analysis (PCA) are utilized so that the total number of features can be reduced to the smallest possible amount. The PSO is utilised so that features can be picked and selects the characteristics from the available set that are the most helpful. Finally, the FCRN classifier is used so that the biometric recognition technique can be carried out by using the training PSO features from the test dataset. In conclusion, the findings of the simulation reveal that the implementation of the suggested MBRS-FCRN led to a reduction in losses and an improvement in accuracy in comparison to previous approaches. The proposed MBRS-FCRN achieved an accuracy of 98.179%, sensitivity of 98.346%, and specificity of 98.186% compared to existing methods.
保护生物识别信息正迅速成为数据安全领域日益严峻的挑战。近年来,生物识别领域的研究工作急剧增加。对这门学科日益浓厚的兴趣推动了研究工作的激增。要开发出一种准确率和识别率更高的多模态生物识别系统(MBS)用于智慧城市,仍然是一个难以解决的问题。众多研究都使用了多模态生物识别系统,这导致了所需安全标准的降低。因此,本研究的主要重点是通过利用深度学习全卷积残差神经网络(FCRN)分类来创建多模态生物识别系统(MBRS)。首先对从耳朵、脸部、指纹、虹膜和掌纹数据库中获取的图像进行高斯滤波。这一步骤在流程的一开始就进行。这样,照片就经过了预处理,从而去除了各种噪音。此外,灰度共现矩阵(又称 GLCM)也被用来推导多模态属性。然后,利用粒子群优化(PSO)和主成分分析(PCA)将特征总数减少到尽可能少。利用 PSO 可以挑选特征,并从可用的特征集中选择最有用的特征。最后,使用 FCRN 分类器,这样就可以利用测试数据集中的 PSO 训练特征来执行生物识别技术。总之,模拟结果表明,与以前的方法相比,建议的 MBRS-FCRN 的实施减少了损失,提高了准确性。与现有方法相比,建议的 MBRS-FCRN 实现了 98.179% 的准确率、98.346% 的灵敏度和 98.186% 的特异性。
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引用次数: 0
Application efficiency of sodium-based inhibition suspensions while rock waste processing 钠基抑制悬浮液在岩石废物处理过程中的应用效率
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023269
Is the determination of the processing efficiency of rock waste using sodium-based inhibiting suspensions to normalize the thermal state of the waste? The problems were solved through methods of mathematical statistics, a method of environmental assessment of options for a technological solution, and x-ray fluorescence analysis of the rock waste samples before their processing using inhibiting suspensions and after it. Indicator analysis of rock waste processing by means of the sodium-based inhibiting suspensions helps elaborate recommendations to use them at the initial stage of the rock waste formation for the provision of ecological stability of mining regions. Relying upon the research results, it has become possible to propose new methods to process rock waste with the help of sodium group solutions owing to which environmental impact on chemical processes within interstitial space of the rock waste is leveled. For the first time, such sodium-based soda solutions as sodium carbonate, sodium bicarbonate, and sodium hydroxide have been proposed to process rock waste mass. For the first time, it has been identified that the use of sodium-based inhibiting suspensions while rock waste processing helps minimize its interaction with the environment as well as the thermal oxidation reactions of the rock waste. The research has helped identify interaction between the rock waste mass samples taking into consideration the environmental impact. The proposed methods to perform processing using sodium-based suspensions have been applied for the combined rock waste treatment to avoid environmental risks for mining areas and forecast a level of environmental impact on the rock waste processed with the help of sodium solutions. The abovementioned will help reduce the probability for the development of sulfuric acid zones as the factor favouring rock waste self-ignition processes.
如何确定使用钠基抑制悬浮液处理岩石废料的效率,使废料的热状态正常化?这些问题通过数理统计方法、技术解决方案选择的环境评估方法以及在使用抑制悬浮液处理岩石废料之前和之后对岩石废料样品进行的 X 射线荧光分析得以解决。利用钠基抑制悬浮液处理岩石废料的指标分析有助于制定建议,在岩石废料形成的初始阶段使用这些悬浮液,以确保矿区的生态稳定。在研究成果的基础上,提出了利用钠基溶液处理岩石废料的新方法,从而减轻了岩石废料间隙内化学过程对环境的影响。首次提出了碳酸钠、碳酸氢钠和氢氧化钠等钠基苏打溶液来处理岩石废料。研究首次发现,在处理岩石废料时使用钠基抑制悬浮液有助于最大限度地减少其与环境的相互作用以及岩石废料的热氧化反应。考虑到对环境的影响,这项研究有助于确定岩石废料样本之间的相互作用。提出的使用钠基悬浮液进行处理的方法已应用于岩石废物的综合处理,以避免采矿区的环境风险,并预测在钠溶液帮助下处理的岩石废物对环境的影响程度。上述措施将有助于降低硫酸区的发展概率,因为硫酸区是有利于岩石废物自燃过程的因素。
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引用次数: 0
Utilization of catfish fat by-products for the biological base oils synthesis 利用鲶鱼脂肪副产品合成生物基础油
Q4 Engineering Pub Date : 2023-12-11 DOI: 10.59018/1023265
In this work, catfish fat by-product was utilized as feedstock in the synthesis of biological base oils. The study performs the effect of parameters on the reaction yield. 91.2% in (H2O2/CH3COOH/C=C) molar ratio of 4.5/1.5/1.0, the temperature of 50 oC, and 3 hours reaction time. The yield of the ring-opening reaction of epoxy with acetic anhydride reached at 90.2% in (acetic anhydride/epoxy) molar ratio of 1.5/1.0, the temperature of 95 oC, and 4.5 hours reaction time. The main functional groups of catfish oil starting material, epoxy catfish oil, and polyester catfish oil final product were identified by FT-IR and 1H-NMR spectral analysis methods. The observed results show that the catfish oil epoxidation reaction with a mixture of H2O2 and CH3COOH and the ring-opening reaction of epoxy with (CH3CO)2O, H2SO4 catalyst has occurred strongly and obtained product of catfish polyester oil could use as an alternative to mineral base oils and an environmentally friendly product.
在这项研究中,鲶鱼脂肪副产品被用作合成生物基础油的原料。研究探讨了各种参数对反应产率的影响。在(H2O2/CH3COOH/C=C)摩尔比为 4.5/1.5/1.0、温度为 50 摄氏度、反应时间为 3 小时的条件下,产率为 91.2%。在(醋酐/环氧)摩尔比为 1.5/1.0、温度为 95 oC、反应时间为 4.5 小时的条件下,环氧与醋酐开环反应的产率达到 90.2%。通过傅立叶变换红外光谱和 1H-NMR 光谱分析方法确定了鲶鱼油起始原料、环氧鲶鱼油和聚酯鲶鱼油最终产品的主要官能团。观察结果表明,鲶鱼油与 H2O2 和 CH3COOH 的混合物发生了强烈的环氧化反应,与 (CH3CO)2O 和 H2SO4 催化剂发生了强烈的环氧开环反应,得到的鲶鱼聚酯油产品可作为矿物基础油的替代品和环保产品。
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引用次数: 0
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ARPN Journal of Engineering and Applied Sciences
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