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146426 146426
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-27 DOI: 10.24425/mms.2023.146426
In pursuit of increased efficiency and longer operating times of photovoltaic systems, one may encounter numerous difficulties in the form of defects that occur in both individual solar cells and whole modules. The causes of the occurrence range from structural defects to damage during assembly or, finally, wear and tear of the material due to operation. This article provides an overview of modern imaging methods used to detect various types of defects found in photovoltaic cells and panels. The first part reviews typical defects. The second part of the paper reviews imaging methods with examples of the authors’ own test results. The article concludes with recommendations and tables that provide a kind of comprehensive guide to the methods described, depending on the type of defects detected, the range of applicability, etc. The authors also shared their speculations on current trends and the possible path for further development and research in the field of solar cell defect analysis using imaging.
{"title":"146426","authors":"","doi":"10.24425/mms.2023.146426","DOIUrl":"https://doi.org/10.24425/mms.2023.146426","url":null,"abstract":"In pursuit of increased efficiency and longer operating times of photovoltaic systems, one may encounter numerous difficulties in the form of defects that occur in both individual solar cells and whole modules. The causes of the occurrence range from structural defects to damage during assembly or, finally, wear and tear of the material due to operation. This article provides an overview of modern imaging methods used to detect various types of defects found in photovoltaic cells and panels. The first part reviews typical defects. The second part of the paper reviews imaging methods with examples of the authors’ own test results. The article concludes with recommendations and tables that provide a kind of comprehensive guide to the methods described, depending on the type of defects detected, the range of applicability, etc. The authors also shared their speculations on current trends and the possible path for further development and research in the field of solar cell defect analysis using imaging.","PeriodicalId":18394,"journal":{"name":"Metrology and Measurement Systems","volume":"459 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136318807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visual detection of milling surface roughness based on improved YOLOV5 基于改进YOLOV5的铣削表面粗糙度视觉检测
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-27 DOI: 10.24425/mms.2023.146425
Workpiece surface roughness measurement based on traditional machine vision technology faces numerous problems such as complex index design, poor robustness of the lighting environment, and slow detection speed, which make it unsuitable for industrial production. To address these problems, this paper proposes an improved YOLOv5 method for milling surface roughness detection. This method can automatically extract image features and possesses higher robustness in lighting environments and faster detection speed. We have effectively improved the detection accuracy of the model for workpieces located at different positions by introducing Coordinate Attention (CA). The experimental results demonstrate that this study’s improved model achieves accurate surface roughness detection for moving workpieces in an environment with light intensity ranging from 592 to 1060 lux. The average precision of the model on the test set reaches 97.3%, and the detection speed reaches 36 frames per second.
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引用次数: 0
Uncertainty of the conversion function caused by systematic effects in measurements of input and output quantities 在输入和输出量的测量中,由系统效应引起的转换函数的不确定性
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-27 DOI: 10.24425/mms.2023.146422
The paper presents an evaluation with the Type A and B methods for standard uncertainties of coefficients of a polynomial function of order 𝑘 determined by 𝑛 points obtained by measurement of input and output quantities. A method for deriving a posteriori distributions of function coefficients based on the transformation of estimator distributions without assuming any a priori distributions is presented. It was emphasized that since the correct values of the standard uncertainty of type A depend on the √ 𝑛 − 𝑘 − 3 and not on the √ 𝑛 − 𝑘 − 1, therefore, with a small number of measurement points, the use of the classical approach leads to a significant underestimation of uncertainty. The relationships for direct evaluation with the type B method of uncertainties caused by uncorrected systematic additive (offset error) and multiplicative (gain error) effects in the measurements of both input and output quantities are derived. These standard uncertainties are determined on the basis of the manufacturers’ declared values of the maximum permissible errors of the measuring instruments used. A Monte Carlo experiment was carried out to verify the uncertainties of the coefficients and quadratic function, the results of which fully confirmed the results obtained analytically.
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引用次数: 0
Homography augmented particle filter SLAM 单应性增强粒子滤波SLAM
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-27 DOI: 10.24425/mms.2023.146420
The article presents a comprehensive study of a visual-inertial simultaneous localization and mapping (SLAM) algorithm designed for aerial vehicles. The goal of the research is to propose an improvement to the particle filter SLAM system that allows for more accurate and robust navigation of unknown environments. The authors introduce a modification that utilizes a homography matrix decomposition calculated from the camera frame-to-frame relationships. This procedure aims to refine the particle filter proposal distribution of the estimated robot state. In addition, the authors implement a mechanism of calculating a homography matrix from robot displacement, which is utilized to eliminate outliers in the frame-to-frame feature detection procedure. The algorithm is evaluated using simulation and real-world datasets, and the results show that the proposed improvements make the algorithm more accurate and robust. Specifically, the use of homography matrix decomposition allows the algorithm to be more efficient, with a smaller number of particles, without sacrificing accuracy. Furthermore, the incorporation of robot displacement information helps improve the accuracy of the feature detection procedure, leading to more reliable and consistent results. The article concludes with a discussion of the implemented and tested SLAM solution, highlighting its strengths and limitations. Overall, the proposed algorithm is a promising approach for achieving accurate and robust autonomous navigation of unknown environments.
{"title":"Homography augmented particle filter SLAM","authors":"","doi":"10.24425/mms.2023.146420","DOIUrl":"https://doi.org/10.24425/mms.2023.146420","url":null,"abstract":"The article presents a comprehensive study of a visual-inertial simultaneous localization and mapping (SLAM) algorithm designed for aerial vehicles. The goal of the research is to propose an improvement to the particle filter SLAM system that allows for more accurate and robust navigation of unknown environments. The authors introduce a modification that utilizes a homography matrix decomposition calculated from the camera frame-to-frame relationships. This procedure aims to refine the particle filter proposal distribution of the estimated robot state. In addition, the authors implement a mechanism of calculating a homography matrix from robot displacement, which is utilized to eliminate outliers in the frame-to-frame feature detection procedure. The algorithm is evaluated using simulation and real-world datasets, and the results show that the proposed improvements make the algorithm more accurate and robust. Specifically, the use of homography matrix decomposition allows the algorithm to be more efficient, with a smaller number of particles, without sacrificing accuracy. Furthermore, the incorporation of robot displacement information helps improve the accuracy of the feature detection procedure, leading to more reliable and consistent results. The article concludes with a discussion of the implemented and tested SLAM solution, highlighting its strengths and limitations. Overall, the proposed algorithm is a promising approach for achieving accurate and robust autonomous navigation of unknown environments.","PeriodicalId":18394,"journal":{"name":"Metrology and Measurement Systems","volume":"60 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136316711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Algorithms for improving the position determination of an UAV equipped with a single-frequency GPS receiver for low-altitude photogrammetry 用于改进配备单频GPS接收机用于低空摄影测量的无人机的位置确定的算法
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-27 DOI: 10.24425/mms.2023.146423
The article presents the results of research on the development of a method for improving the positioning accuracy of an UAV equipped with a single-frequency GPS receiver for determining the linear elements of exterior orientation in aerial photogrammetry. Thus, the paper presents a computational strategy for improving UAV position determination using the SPP code method and the products of the IGS service. The developed algorithms were tested in two independent research experiments performed with the UAV platform on which an AsteRx-m2 UAS single-frequency receiver was installed. As a result of the experiments, it was shown that the use of IGS products in the SPP code method made it possible to improve the accuracy of the linear elements to the level of about ± 2 . 088 m for X coordinate, ± 1 . 547 m for Y coordinate, ± 3 . 712 m for Z coordinate.Thepaperalsoshowsthetrendofchangesintheobtainedaccuracyindetermininglinearelements ofexteriororientationintheformofalinearregressionfunction.Finally,thepaperalsoappliestheSBAS correctionsmodelfortheimprovementofUAVpositioncalculationanddeterminationoflinearelements ofexteriororientation.Inthiscase,theimprovementintheaccuracyofdeterminingthelinearelements ofexteriororientationisabout ± 1 . 843 m for X coordinate, ± 1 . 658 m for Y coordinate, ± 7 . 930 m for Z coordinate. As the obtained test results show, the use of IGS products and SBAS corrections in the SPP code methodmakesitpossibletoimprovethedeterminationofUAVpositionsfortheuseinaerialphotogrammetry.
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引用次数: 0
Design of instrumented wheelset for measuring wheel-rail interaction forces 轮轨相互作用力测量仪器轮对的设计
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-27 DOI: 10.24425/mms.2023.146424
The paper presents the design of a specific type of instrumented wheelset intended for continuous measuring of lateral and vertical wheel-rail interaction forces 𝑌 and 𝑄 , in accordance with regulations EN 14363 and UIC 518. The platform is a standard heavy wheelset BA314 with an axle-load of 25 tons. The key problems of smart instrumentalization are solved by the use of the wheel’s numerical FEM model, which provides a significant cost reduction in the initial stage of development of the instrumented wheelset. The main goal is to ensure high measuring accuracy. The results of the FEM calculations in ANSYS are basis for identification of the distribution of strains on the internal and external side of the wheel disc. Consequently, the most convenient radial distances for installation of strain gauges of Wheatstone measuring bridges are determined. In the next stage, the disposition, number and ways of interconnection of strain gauges in the measuring bridges are defined. Ultimately, an algorithm for inverse determination of parameters 𝑌 and 𝑄 based on mixed signals from the measuring bridges is developed. The developed solution is validated through tests on specific examples, using a created numerical FEM model. A high accuracy of estimation of unknown parameters 𝑌 and 𝑄 is obtained with an error of less than 4.5%, while the error of estimation of their ratio 𝑌 / 𝑄 is less than 2%. Therefore, the proposed solution can be efficiently used in the instrumentalization of the considered wheelset, while the problems of its practical implementation will be the subject of further research.
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引用次数: 0
146419 146419
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-26 DOI: 10.24425/mms.2023.146419
Wind turbines are among the key equipment needed for eco-friendly generation of electricity. Maintaining wind turbines in excellent technical condition is extremely important not only for safety but also for efficient operation. Studies indicate that defects in the external structure of a turbine blade reduce energy production efficiency. This research investigated the potential of the terrestrial laser scanning technology to examine the technical conditions of wind turbine blades. The main aim of the study was to examine whether terrestrial laser scanning measurements can be valuable for wind turbine blade condition surveying. The investigation was based on the radiometric analyses of point clouds, which forms the novelty of the present study. Condition monitoring focuses on the detection of defects, such as cracks, cavities, or signs of erosion. Moreover, this study consisted of two stages. The next objective entailed the development and examination of two different measurement methods. It was then identified which method is more advantageous by analysing their effectiveness and other economic considerations.
{"title":"146419","authors":"","doi":"10.24425/mms.2023.146419","DOIUrl":"https://doi.org/10.24425/mms.2023.146419","url":null,"abstract":"Wind turbines are among the key equipment needed for eco-friendly generation of electricity. Maintaining wind turbines in excellent technical condition is extremely important not only for safety but also for efficient operation. Studies indicate that defects in the external structure of a turbine blade reduce energy production efficiency. This research investigated the potential of the terrestrial laser scanning technology to examine the technical conditions of wind turbine blades. The main aim of the study was to examine whether terrestrial laser scanning measurements can be valuable for wind turbine blade condition surveying. The investigation was based on the radiometric analyses of point clouds, which forms the novelty of the present study. Condition monitoring focuses on the detection of defects, such as cracks, cavities, or signs of erosion. Moreover, this study consisted of two stages. The next objective entailed the development and examination of two different measurement methods. It was then identified which method is more advantageous by analysing their effectiveness and other economic considerations.","PeriodicalId":18394,"journal":{"name":"Metrology and Measurement Systems","volume":"42 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136381862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
147948 147948
4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-10-03 DOI: 10.24425/mms.2023.147948
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引用次数: 0
Inset-FED microstrip patch antenna for glucose detection using label-free microwave sensing mechanism 嵌入式fed微带贴片天线用于葡萄糖检测,采用无标签微波传感机制
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-08-28 DOI: 10.24425/mms.2023.144867
Priya Rai, Poonam Agarwal
In this work, a real-time label-free microwave sensing mechanism for glucose concentration monitoring using a planar biosensor configured with an inset fed microstrip patch antenna has been demonstrated. A microstrip patch antenna with the resonating frequency of 1.45 GHz has been designed and is fabricated on the Flame Retardant (FR-4) substrate. Due to the intense electromagnetic field at the edges of the patch antenna, edge length has been used as the detecting area where the sample under test (SUT) interacts with the electromagnetic field. The Poly-Dimethyl-Siloxane (PDMS) with the trench in the centre has been employed as the sample holder. Here, the SUT is the glucose dissolved in DI (de-ionized) water with the concentration range of 0.2 to 0.6 g/mL. The dielectric constant dependency on the glucose concentration has been used as the distinguishing factor which results in a shift in the S-parameter. The experimentally measured RF parameters were observed closely which showed the shift in S11 magnitude from –40 to –15 dB and resonant frequency from 1.27 to 1.3 GHz w.r.t the SUT solution of 0.2 to 0.6 g/mL with linear regression coefficient of 0.881, and 0.983 respectively.
在这项工作中,一个实时无标签的微波传感机制,用于葡萄糖浓度监测,使用一个平面生物传感器配置了一个插入馈电微带贴片天线。设计了一种谐振频率为1.45 GHz的微带贴片天线,并在FR-4衬底上进行了制作。由于贴片天线边缘处存在强烈的电磁场,因此采用边缘长度作为被测样品与电磁场相互作用的检测区域。中心有沟槽的聚二甲基硅氧烷(PDMS)被用作样品保持器。在这里,SUT是葡萄糖溶解在DI(去离子水)中,浓度范围为0.2 ~ 0.6 g/mL。介电常数对葡萄糖浓度的依赖性被用作导致s参数移位的区分因素。实验测量的射频参数显示,在SUT溶液浓度为0.2 ~ 0.6 g/mL时,S11幅度从-40 ~ -15 dB变化,谐振频率从1.27 ~ 1.3 GHz变化,线性回归系数分别为0.881和0.983。
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引用次数: 0
Flexible-elastic deformation measurement of ZnS:Cu2+ mechanoluminescent film using visual inspection and digital image correlation ZnS:Cu2+机械发光薄膜柔性-弹性变形的目测与数字图像相关测量
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2023-08-28 DOI: 10.24425/mms.2023.144876
G. Gu, Gui-Zhong Xu, F. Shen, Peng Zhou, Hou-Chao Sun, Jianchun Weng
ZnS-based mechanoluminescent film has been widely used in the fields of stress visualization and stress sensing, due to its high brightness and repeatable stable luminescent characteristics. To evaluate the flexible-elastic deformation performance of ZnS-based mechanoluminescent film, both visual inspection and digital image correlation (DIC) are, respectively, employed for measuring the ZnS-based mechanoluminescent film. ZnS:Cu 2 + mechanoluminescent powders are first mixed with polydimethylsiloxane (PDMS) matrix to produce ZnS:Cu 2 + –PDMS mechanoluminescent film. Then, two measurement experiments are, respectively, conducted to investigate the mechanical response and the flexible-elastic deformation performance of the prepared ZnS:Cu 2 + –PDMS mechanoluminescent film. On one hand, the mechanical response performance of the ZnS:Cu 2 + –PDMS mechanoluminescent film is validated by visual monitoring of composite concrete fracture processes. On the other hand, the prepared ZnS:Cu 2 + –PDMS mechanoluminescent film is also measured by DIC to obtain its full-field deformations and strains information. The flexible-elastic deformation performance of the ZnS:Cu 2 + –PDMS mechanoluminescent film is well demonstrated by the DIC measured results.
基于ZnS的机械发光薄膜由于其高亮度和可重复稳定的发光特性,已被广泛应用于应力可视化和应力传感领域。为了评估ZnS基机械发光薄膜的柔性弹性变形性能,分别采用视觉检测和数字图像相关(DIC)来测量ZnS基的机械发光薄膜。首先将ZnS:Cu2+机械发光粉末与聚二甲基硅氧烷(PDMS)基体混合,制备ZnS:Cu 2+–PDMS机械发光薄膜。然后,分别进行了两个测量实验,以研究所制备的ZnS:Cu2+–PDMS机械发光薄膜的机械响应和柔性弹性变形性能。一方面,通过对复合材料混凝土断裂过程的可视化监测,验证了ZnS:Cu2+–PDMS机械发光薄膜的机械响应性能。另一方面,还通过DIC测量制备的ZnS:Cu2+–PDMS机械发光薄膜,以获得其全场变形和应变信息。DIC测量结果很好地证明了ZnS:Cu2+–PDMS机械发光薄膜的弹性变形性能。
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Metrology and Measurement Systems
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