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Comparative Analysis of Indoor Localization across Various Wireless Technologies 不同无线技术的室内定位比较分析
Pub Date : 2023-09-08 DOI: 10.3390/eng4030131
Amanpreet Singh, Matin Emam, Yaser Al Mtawa
This article examines the comparative effectiveness of three indoor node localization techniques—Multilateration, the Weighted Centroid algorithm, and Grid-based Received Signal Strength (RSS)—in wireless networking applications. The comparison is based on their performance against localization accuracy using RSS Indicator (RSSI) data in three experiments. The experiments utilized internally generated or real-world datasets with RSSI values for the unknown tag nodes. The datasets were obtained from various sources and evaluated in different scenarios to determine the efficiency of the three localization techniques. The results were evaluated and compared using mean error and standard deviation metrics. The findings indicate that trilateration achieves superior localization accuracy and precision in a Bluetooth Low Energy (BLE) environment compared to Wi-Fi and ZigBee. The Centroid technique showed the highest resistance to noise and outliers but is positioned biased (unlike Trilateration). Besides that, the Grid-based RSS technique is highly sensitive to noise, and theoretical RSS. These findings can greatly assist researchers and network operators in carefully selecting the most suitable localization technique for their wireless networking applications, taking into account the specific wireless technology utilized and their unique needs and limitations.
本文研究了在无线网络应用中三种室内节点定位技术——多重定位、加权质心算法和基于网格的接收信号强度(RSS)——的比较有效性。在三个实验中,利用RSS指示器(RSSI)数据对它们的定位精度进行了比较。实验利用内部生成的或真实世界的数据集,未知标签节点的RSSI值。这些数据集来自不同的来源,并在不同的场景下进行评估,以确定三种定位技术的效率。使用平均误差和标准偏差指标对结果进行评估和比较。研究结果表明,与Wi-Fi和ZigBee相比,三边定位在低功耗蓝牙(BLE)环境下实现了更高的定位精度和精度。质心技术显示出对噪声和异常值的最高抵抗力,但定位有偏(与三边测量不同)。此外,基于网格的RSS技术对噪声和理论RSS都非常敏感。这些发现可以极大地帮助研究人员和网络运营商在考虑到所使用的特定无线技术及其独特需求和局限性的情况下,为其无线网络应用仔细选择最合适的定位技术。
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引用次数: 0
Commercial Level Analysis of P2P vs. Net-Metering Comparing Economic and Technical Indexes P2P与净计量的商业层面分析比较经济技术指标
Pub Date : 2023-09-01 DOI: 10.3390/eng4030129
Esteban A. Soto, Alexander Vizcarrondo Ortega, Andrea Hernandez, L. Bosman
As photovoltaics (PV), also known as solar electricity, has been growing over the years, the energy markets have been gradually moving toward decentralization. However, recent media accusations suggest that decentralized renewable energy is slowly becoming unpopular because of the hidden fees being charged to owners of installed PV systems. In response, this paper investigates the potential for alternative approaches to incentivize owners using peer-to-peer (P2P) sharing. This study provides an analytical comparison between the use of the P2P mechanism, the net-metering mechanism, and a combination of these in the commercial sector. Through the use of a simulation, this case study presents the possible outcomes of the implementation of these models in a microgrid. Using technical and economic indexes the comparison was made by looking at the following indexes: peak power, energy balance, economic benefit, and transaction index. Based on a microgrid of 28 commercial buildings, readings of consumption were taken at intervals of one hour, and a Python model was made to find PV size and compare trading mechanisms. It was found that the combination of P2P and net-metering had the best overall performance, followed by net-metering itself, with the best season being all for both, and summer for net-metering by itself. This shows that a P2P model implemented in a microgrid helps create more energy balance, although the combination would achieve the highest performance. This study can be used by policymakers for proposing renewable energy policies and regulations that are more beneficial to all prosumers and consumers.
随着光伏发电(PV),也被称为太阳能发电,多年来一直在增长,能源市场也逐渐走向分散化。然而,最近的媒体指责表明,分散的可再生能源正慢慢变得不受欢迎,因为安装光伏系统的所有者要支付隐性费用。作为回应,本文研究了使用点对点(P2P)共享来激励所有者的替代方法的潜力。本研究分析比较了P2P机制、净计量机制以及二者在商业领域的结合。通过模拟,本案例研究展示了在微电网中实施这些模型的可能结果。采用技术经济指标,从峰值功率、能量平衡、经济效益、交易指标等方面进行比较。基于28个商业建筑的微电网,每隔一小时读取一次消费数据,并制作Python模型来查找PV大小并比较交易机制。结果表明,P2P与净计量相结合的综合效益最好,其次是净计量本身,两者的最佳季节为全部,单独净计量的最佳季节为夏季。这表明,在微电网中实现的P2P模型有助于创造更多的能量平衡,尽管这种组合将实现最高的性能。这项研究可以被政策制定者用来提出更有利于所有生产消费者和消费者的可再生能源政策和法规。
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引用次数: 0
Performance Analysis of Electric Vehicles with a Fuel Cell–Supercapacitor Hybrid System 燃料电池-超级电容器混合动力汽车性能分析
Pub Date : 2023-09-01 DOI: 10.3390/eng4030130
C. Armenta-Déu, Alejandro Arenas
This paper presents a new methodology to evaluate the performance of an electric vehicle hybrid power system consisting of a fuel cell and a supercapacitor. The study compares the results to those obtained for a battery electric vehicle. The methodology extends to three driving modes, ECO, NORMAL, and SPORT, corresponding to conservative, moderate, and aggressive acceleration, and three driving conditions, low, medium, and high energy demand. We develop a simulation process to evaluate the energy consumption and the energy rate of a specific electric vehicle used as a prototype for the study. The methodology applies to a driving route that includes acceleration, deceleration, braking, and constant speed segments, reproducing standard driving conditions in urban journeys. The proposed method considers combined driving modes, ECO, NORMAL, and SPORT, in each acceleration process, with variable fractions, from 0% to 100%, for each mode. This methodology optimizes the simulation results for the current driving patterns in urban environments. The simulation results show an average reduction in energy consumption of 37% and 27.1% in vehicle weight, contributing to lower energy use. The study concludes that using a hybrid power system, a fuel cell/supercapacitor, instead of a battery in electric vehicles is beneficial, especially in journeys with frequent acceleration processes.
本文提出了一种评价由燃料电池和超级电容器组成的电动汽车混合动力系统性能的新方法。该研究将其结果与纯电动汽车的结果进行了比较。该方法扩展到ECO, NORMAL和SPORT三种驾驶模式,对应于保守,中等和激进加速,以及低,中,高能量需求三种驾驶条件。我们开发了一个模拟过程来评估作为研究原型的特定电动汽车的能量消耗和能量率。该方法适用于包括加速、减速、制动和等速路段在内的驾驶路线,再现了城市旅程中的标准驾驶条件。所提出的方法在每个加速过程中考虑ECO、NORMAL和SPORT三种混合驾驶模式,每种模式的分数从0%到100%不等。该方法优化了城市环境中当前驾驶模式的模拟结果。仿真结果表明,平均能耗降低37%,车辆重量降低27.1%,有助于降低能源使用。该研究的结论是,在电动汽车中使用混合动力系统,即燃料电池/超级电容器,而不是电池是有益的,特别是在频繁加速过程的旅程中。
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引用次数: 0
A Parametric Study on the LDB Strength of Steel-Concrete Composite Beams 钢-混凝土组合梁LDB强度的参数化研究
Pub Date : 2023-08-27 DOI: 10.3390/eng4030128
A. Rossi, Adriano Silva de Carvalho, Vinicius Moura de Oliveira, Alex Sander Clemente De Souza, C. H. Martins
Lateral distortional buckling (LDB) is an instability phenomenon characteristic of steel-concrete composite beams (SCCB) that occurs in the presence of hogging moments in regions close to internal supports. The LDB behavior in SCCB is not yet fully understood. The procedures for determining the LDB strength are based on the classic lateral torsional buckling theory or on the inverted U-frame model. In addition, the standard procedures make use of the classic design curves of the SSRC (Structural Stability Research Council) and ECCS (European Convention for Constructional Steelwork) developed to analyze the stability behavior of steel elements. However, studies indicate that the use of the same empirical curves obtained for the analysis of steel elements leads to the conservative results of the LDB strength in SCCB. Therefore, this article aims to assess the LDB strength in SCCB through the development of post-buckling numerical analysis using the ABAQUS software. In the parametric study, four types of steel with different mechanical properties were analyzed. In addition, the I-section, the unrestrained length, and the reinforcement rate in the concrete slab were varied. The results showed the influence of the steel type on the LDB strength and deviations from the standard procedures. A small influence of the longitudinal reinforcement area variation was verified in the LDB strength in the FE analyses; however, this factor is significantly important in the standard procedures, causing considerable divergences. These results can provide a reference for future research and specification reviews.
侧向扭曲屈曲(LDB)是钢-混凝土组合梁(SCCB)的一种失稳现象,这种失稳现象发生在靠近内部支撑的区域存在占位力矩时。SCCB中的LDB行为还没有完全被理解。确定LDB强度的程序是基于经典的侧向扭转屈曲理论或倒u型框架模型。此外,标准程序利用SSRC(结构稳定研究委员会)和ECCS(欧洲结构钢结构公约)的经典设计曲线来分析钢构件的稳定行为。然而,研究表明,使用相同的经验曲线对钢构件进行分析,导致SCCB中LDB强度的结果保守。因此,本文旨在通过使用ABAQUS软件开发屈曲后数值分析来评估SCCB中的LDB强度。在参数化研究中,分析了四种不同力学性能的钢材。此外,工字截面、无约束长度和混凝土板配筋率也有所不同。结果显示了钢的类型对LDB强度的影响以及与标准程序的偏差。在有限元分析中验证了纵向钢筋面积变化对LDB强度的影响较小;然而,这个因素在标准程序中是非常重要的,造成了相当大的分歧。这些结果可以为今后的研究和规范审查提供参考。
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引用次数: 0
Decentralized Biogas Production in Urban Areas: Studying the Feasibility of Using High-Efficiency Engines 城市地区分散式沼气生产:研究使用高效发动机的可行性
Pub Date : 2023-08-24 DOI: 10.3390/eng4030127
R. González, J. García-Cascallana, Javier Gutiérrez-Bravo, X. Gómez
The study examines decentralized waste treatment in an urban setting with a high-density population of 2500 inhab./km2. The co-digestion of food and garden waste was assumed by using several mid-size digesters, while centralized biogas and digestate valorization was considered. The studied configuration generates electricity and thermal energy, covering 1.3% of the residential electricity demand and 3.2% of thermal demand. The use of double-turbocharged engines under the most favorable scenario aids cities in reaching sustainability goals. However, the location of treatment plants is a factor that may raise social discomfort and cause a nuisance to citizens. Locating waste plants near residential areas causes discomfort due to possible odors, gaseous emissions, and housing market distortions. Such problematic aspects must be addressed for the decentralized alternative to work. These factors are of great relevance and must be given a practical solution if the circular economic model is to be implemented by considering the insertion of waste streams into the production system and generating local energy sources and raw materials.
该研究考察了人口密度为2500人/平方公里的城市环境中的分散废物处理。采用几个中型沼气池对食物垃圾和园林垃圾进行共消化,同时考虑集中沼气和沼气池的增值。所研究的配置产生电力和热能,满足1.3%的居民用电需求和3.2%的热需求。在最有利的情况下,使用双涡轮增压发动机有助于城市实现可持续发展目标。然而,污水处理厂的位置是一个可能引起社会不适并对市民造成滋扰的因素。把垃圾处理厂建在居民区附近,由于可能产生的气味、气体排放和住房市场扭曲,会造成不适。必须处理这些有问题的方面,以便以分散的方式代替工作。如果要执行循环经济模式,考虑将废物流纳入生产系统,并在当地生产能源和原材料,这些因素是非常相关的,必须给予切实可行的解决办法。
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引用次数: 0
Assessment of Techniques for Detection of Transient Radio-Frequency Interference (RFI) Signals: A Case Study of a Transient in Radar Test Data 瞬态射频干扰(RFI)信号检测技术的评估:以雷达测试数据中的瞬态为例
Pub Date : 2023-08-21 DOI: 10.3390/eng4030126
S. Durden, V. Vilnrotter, S. Shaffer
The authors present a case study of the investigation of a transient signal that appeared in the testing of a radar receiver. The characteristics of the test conditions and data are first discussed. The authors then proceed to outline the methods for detecting and analyzing transients in the data. For this, they consider several methods based on modern signal processing and evaluate their utility. The initial method used for identifying transients is based on computer vision techniques, specifically, thresholding spectrograms into binary images, morphological processing, and object boundary extraction. The authors also consider deep learning methods and methods related to optimal statistical detection. For the latter approach, since the transient in this case was chirp-like, the method of maximum likelihood is used to estimate its parameters. Each approach is evaluated, followed by a discussion of how the results could be extended to analysis and detection of other types of transient radio-frequency interference (RFI). The authors find that computer vision, deep learning, and statistical detection methods are all useful. However, each is best used at different stages of the investigation when a transient appears in data. Computer vision is particularly useful when little is known about the transient, while traditional statistically optimal detection can be quite accurate once the structure of the transient is known and its parameters estimated.
作者提出了一个研究雷达接收机测试中出现的瞬态信号的案例研究。首先讨论了试验条件和试验数据的特点。作者接着概述了在数据中检测和分析瞬态的方法。为此,他们考虑了几种基于现代信号处理的方法,并评估了它们的实用性。用于识别瞬态的初始方法是基于计算机视觉技术,具体来说,是将谱图阈值分解为二值图像、形态学处理和目标边界提取。作者还考虑了深度学习方法和与最优统计检测相关的方法。对于后一种方法,由于这种情况下的瞬态是类啁啾的,因此使用最大似然方法来估计其参数。对每种方法进行了评估,然后讨论了如何将结果扩展到分析和检测其他类型的瞬态射频干扰(RFI)。作者发现计算机视觉、深度学习和统计检测方法都很有用。但是,当数据中出现暂态时,最好在调查的不同阶段使用每种方法。计算机视觉在对瞬态知之甚少的情况下特别有用,而传统的统计最优检测在已知瞬态结构和估计其参数后可以非常准确。
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引用次数: 0
Energy Efficiency Assessment for Buildings Based on the Generative Adversarial Network Structure 基于生成对抗网络结构的建筑能效评价
Pub Date : 2023-08-18 DOI: 10.3390/eng4030125
Ivana Walter, Marko Tanaskovic, Miloš Stanković
Thermal images are highly dependent on outside environmental conditions. This paper proposes a method for improving the accuracy of the measured outside temperature on buildings with different surrounding parameters, such as air humidity, external temperature, and distance to the object. A model was proposed for improving thermal image quality based on KMeans and the modified generative adversarial network (GAN) structure. It uses a set of images collected for objects exposed to different outside conditions in terms of the required weather recommendations for the measurements. This method improves the diagnosis of thermal deficiencies in buildings. Its results point to the probability that areas of heat loss match multiple infrared measurements with inconsistent contrast for the same object. The model shows that comparable accuracy and higher matching were reached. This model enables effective and accurate infrared image analysis for buildings where repeated survey output shows large discrepancies in measured surface temperatures due to material properties.
热图像高度依赖于外界环境条件。本文提出了一种在空气湿度、外界温度、物体距离等不同环境参数下,提高建筑物外部温度测量精度的方法。提出了一种基于KMeans和改进生成对抗网络(GAN)结构的热图像质量改进模型。根据测量所需的天气建议,它使用一组收集到的暴露在不同外部条件下的物体的图像。该方法提高了对建筑物热缺陷的诊断。其结果指出,热损失区域与同一物体的不同对比度的多次红外测量相匹配的可能性。结果表明,该模型具有相当的精度和较高的匹配度。该模型能够对建筑物进行有效和准确的红外图像分析,其中重复测量输出显示由于材料特性而测量的表面温度存在很大差异。
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引用次数: 0
Cold Plasma Technology for Tomato Processing By-Product Valorization: The Case of Tomato Peeling and Peel Drying 冷等离子体技术在番茄加工副产物增值中的应用——以番茄去皮和果皮干燥为例
Pub Date : 2023-08-15 DOI: 10.3390/eng4030124
M. Sosnin, Egor Berestenko, E. H. A. Mounassar, I. Shorstkii
The tomato processing industry is focused on product yield maximization, keeping energy costs and waste effluents to a minimum while maintaining high product quality. In our study, cold atmospheric plasma (CAP) pretreatment enhanced tomato processing to facilitate peelability, a specific peeling process, and enhance peel drying. Peeling force analysis determined that CAP pretreatment of whole tomatoes improved peelability under the conditions used. The specific peeling force after CAP treatment decreased by more than three times. It was observed that cold atmospheric plasma pretreatment reduced the duration of infrared drying of tomato peels by 18.2%. Along with that, a positive effect on the reduction of the specific energy consumption of peel drying was shown for CAP-pretreated tomato peels. The obtained data show that the technology of cold atmospheric plasma pretreatment, in particular, when processing whole tomatoes and tomato peels, has a promising application in industry, as it can significantly reduce the specific energy consumption for peeling and drying procedures.
番茄加工业的重点是产品产量最大化,在保持高产品质量的同时,将能源成本和废物排放降至最低。在我们的研究中,冷常压等离子体(CAP)预处理提高了番茄加工的可剥皮性,一个特定的剥皮过程,并促进了果皮的干燥。剥皮力分析表明,在使用的条件下,全番茄的CAP预处理提高了剥皮性。CAP处理后的比剥离力降低了3倍以上。低温常压等离子体预处理可使番茄皮红外干燥时间缩短18.2%。与此同时,cap预处理的番茄皮对降低果皮干燥的比能耗也有积极的影响。所获得的数据表明,冷常压等离子体预处理技术,特别是在处理整个西红柿和西红柿皮时,具有很好的工业应用前景,因为它可以显着降低去皮和干燥过程的比能耗。
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引用次数: 1
Performance of Thermal-, Acid-, and Mechanochemical-Activated Montmorillonite for Environmental Protection from Radionuclides U(VI) and Sr(II) 热、酸和机械化学活化蒙脱土对放射性核素U(VI)和Sr(II)的环境保护性能
Pub Date : 2023-08-11 DOI: 10.3390/eng4030122
I. Kovalchuk
Low-cost sorption materials based on the clay mineral of the smectite group—montmorillonite—were used for the removal of radionuclides uranium (VI) and strontium (II) from contaminated water. A wide range of industrial methods such as thermal treatment, acid activation, and mechanochemical activation were applied. Complex methods, such as SEM microscopy analysis, X-ray powder diffraction (XRD), thermal analysis, and nitrogen adsorption–desorption at −196 °C, were used to assess the characteristics of the structure of the obtained materials. The thermal treatment, acid activation, and mechanochemical activation resulted in changes in the surface properties of the clay minerals: specific surface area, porosity, and distribution of active sites. It was established that the mechanochemical activation of montmorillonite significantly increases the sorption characteristics of the material for U(VI) and Sr(II) and the acid activation of montmorillonite increases it for U(VI). The appropriateness of the experimental adsorption values for U(VI) and Sr(II) on modified montmorillonite to Langmuir and Freundlich models was found. Independently of the changes induced by acid attack, calcinations, or milling, the sorption of U(VI) and Sr(II) ions on treated montmorillonite occurs on a homogeneous surface through monolayer adsorption in a similar fashion to natural montmorillonite. Water purification technologies and modern environmental protection technologies may successfully use the obtained clay-based sorbents.
以蒙脱石族蒙脱石黏土矿物为基础的低成本吸附材料用于去除污染水中的放射性核素铀(VI)和锶(II)。广泛的工业方法,如热处理,酸活化和机械化学活化的应用。采用SEM显微镜分析、x射线粉末衍射(XRD)、热分析和- 196℃氮气吸附-解吸等复杂方法对所得材料的结构特征进行了评价。热处理、酸活化和机械化学活化导致粘土矿物表面性质的变化:比表面积、孔隙度和活性位点的分布。结果表明,蒙脱土的机械化学活化显著提高了材料对U(VI)和Sr(II)的吸附特性,蒙脱土的酸活化提高了材料对U(VI)的吸附特性。改性蒙脱土对U(VI)和Sr(II)的吸附实验值符合Langmuir和Freundlich模型。与酸侵蚀、煅烧或碾磨引起的变化无关,经过处理的蒙脱土通过单层吸附在均匀表面上吸附U(VI)和Sr(II)离子,其方式与天然蒙脱土相似。水净化技术和现代环保技术可以成功地利用所获得的粘土基吸附剂。
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引用次数: 0
Comparison between Mullite-Based and Anorthite-Based Porcelain Tiles: A Review 莫来石基与钙长石基瓷砖的比较研究综述
Pub Date : 2023-08-11 DOI: 10.3390/eng4030123
Kun Li, Eloise de Sousa Cordeiro, A. De Noni
This paper begins with an introduction to porcelain tiles. A review of the major scientific and technological features of mullite-based porcelain tiles (MPTs) and anorthite-based porcelain tiles (APTs), focusing primarily on the raw material, processing, phase evolution and mechanical behavior, is then presented. Based on the porcelain tile firing behavior and a series of physical and chemical changes that can occur, a comprehensive comparison is described. In the last part, the prospects for further developments related to MPTs and APTs are discussed.
本文首先介绍了瓷砖。回顾了莫来石基瓷砖(mpt)和钙长石基瓷砖(APTs)的主要科技特征,主要集中在原材料,加工,相演变和力学行为上。根据陶瓷砖的烧成行为和可能发生的一系列物理和化学变化,进行了全面的比较。最后,对mpt和APTs的进一步发展进行了展望。
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引用次数: 0
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