首页 > 最新文献

Ndt & E International最新文献

英文 中文
Optimizing guided wave propagation for sensitive axial stress measurement in steel pipes 优化导波传播,实现钢管轴向应力的灵敏测量
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-15 DOI: 10.1016/j.ndteint.2024.103182
Sen Deng, Xinqi Tian, Yeping Liu, Bo Zhao, Weijia Shi, Jiubin Tan

Steel pipe structures are commonly used in the industrial field. Stress-induced structural failures can have a significant impact on equipment safety. Therefore, effective stress monitoring is a crucial area of research. Constrained by the multi-frequency and multi-modal characteristics of ultrasonic guided waves, the limitations of traditional stress measurement methods based on these waves lie in the lack of a systematic analysis of the impact of multi-modal fused signals on stress measurement. To explore the optimal guided wave stress measurement strategy, a mathematical model for the propagation of longitudinal guided waves in prestressed steel pipes, based on the principles of acoustoelasticity, is proposed. Using this model, the sensitivity of stress to each sub-mode of the longitudinal guided waves is analyzed, leading to the identification of the optimal guided wave mode (L(0,2) mode) and frequency range. In order to avoid the excitation of other low-sensitivity modes, further analysis of the optimal parameters for the piezoelectric array is conducted. Simulation results indicate that the designed transducer can effectively excite the target mode with high purity. The stress sensitivity of the target mode was experimentally determined to be 2.5×105MPa1, which closely aligns with the theoretical results. Comparative analysis of the experiments emphasizes the influence of modal control on measurement outcomes. By selecting and controlling the appropriate mode, the maximum relative error in stress measurement is observed to be 5%.

钢管结构常用于工业领域。应力引起的结构故障会对设备安全产生重大影响。因此,有效的应力监测是一个重要的研究领域。受制于超声导波的多频和多模态特性,基于超声导波的传统应力测量方法的局限性在于缺乏对多模态融合信号对应力测量影响的系统分析。为了探索最佳的导波应力测量策略,我们根据声弹性原理,提出了预应力钢管中纵向导波传播的数学模型。利用该模型,分析了应力对纵向导波各子模式的敏感性,从而确定了最佳导波模式(L(0,2) 模式)和频率范围。为了避免激发其他低灵敏度模式,进一步分析了压电阵列的最佳参数。仿真结果表明,所设计的换能器能有效激发目标模式,且纯度较高。实验确定目标模式的应力灵敏度为 -2.5×10-5MPa-1,与理论结果非常吻合。实验对比分析强调了模式控制对测量结果的影响。通过选择和控制适当的模式,可以观察到应力测量的最大相对误差为 5%。
{"title":"Optimizing guided wave propagation for sensitive axial stress measurement in steel pipes","authors":"Sen Deng,&nbsp;Xinqi Tian,&nbsp;Yeping Liu,&nbsp;Bo Zhao,&nbsp;Weijia Shi,&nbsp;Jiubin Tan","doi":"10.1016/j.ndteint.2024.103182","DOIUrl":"10.1016/j.ndteint.2024.103182","url":null,"abstract":"<div><p>Steel pipe structures are commonly used in the industrial field. Stress-induced structural failures can have a significant impact on equipment safety. Therefore, effective stress monitoring is a crucial area of research. Constrained by the multi-frequency and multi-modal characteristics of ultrasonic guided waves, the limitations of traditional stress measurement methods based on these waves lie in the lack of a systematic analysis of the impact of multi-modal fused signals on stress measurement. To explore the optimal guided wave stress measurement strategy, a mathematical model for the propagation of longitudinal guided waves in prestressed steel pipes, based on the principles of acoustoelasticity, is proposed. Using this model, the sensitivity of stress to each sub-mode of the longitudinal guided waves is analyzed, leading to the identification of the optimal guided wave mode (L(0,2) mode) and frequency range. In order to avoid the excitation of other low-sensitivity modes, further analysis of the optimal parameters for the piezoelectric array is conducted. Simulation results indicate that the designed transducer can effectively excite the target mode with high purity. The stress sensitivity of the target mode was experimentally determined to be <span><math><mrow><mo>−</mo><mn>2</mn><mo>.</mo><mn>5</mn><mo>×</mo><mn>1</mn><msup><mrow><mn>0</mn></mrow><mrow><mo>−</mo><mn>5</mn></mrow></msup><mspace></mspace><msup><mrow><mtext>MPa</mtext></mrow><mrow><mo>−</mo><mn>1</mn></mrow></msup></mrow></math></span>, which closely aligns with the theoretical results. Comparative analysis of the experiments emphasizes the influence of modal control on measurement outcomes. By selecting and controlling the appropriate mode, the maximum relative error in stress measurement is observed to be 5%.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103182"},"PeriodicalIF":4.1,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141705287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Geometric artifacts correction of equiangular fan-beam industrial CT system 等角扇形梁工业 CT 系统的几何伪影校正
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-15 DOI: 10.1016/j.ndteint.2024.103197
Shu Xu , Jinyin Sheng , Zhongming Li , Chao Long , Yijun Jiang , Hui Tan , Liming Duan

To address the issue of geometric artifacts in equiangular fan-beam industrial computed tomography (CT) systems, this paper proposes a projection sinogram-based method for correcting these artifacts. Firstly, we discuss the formation mechanism of geometric artifacts in equiangular fan-beam industrial CT system when there is geometric deviation. Secondly, we establish a geometric model that incorporates these deviations and mathematically describe the projected position curve of a point within the plane. Subsequently, we use a needle gauge as a surrogate for the point, and fit the curve in the projection sinusoidal graph obtained from scanning the needle gauge to calibrate the geometric deviations. Finally, we introduce the calibrated geometric deviations into the filtered back projection (FBP) algorithm to achieve more accurate reconstructed images. The proposed method precisely calibrates geometrical deviations in the equiangular fan-beam industrial computed tomography (CT) system and effectively eliminates geometric artifacts in the reconstructed CT images, this is demonstrated by simulation and practical experiment. This method has also been successfully applied in engineering practice.

针对等角扇形光束工业计算机断层扫描(CT)系统中的几何伪影问题,本文提出了一种基于投影正弦图的伪影校正方法。首先,我们讨论了等角扇形束工业计算机断层扫描系统中存在几何偏差时几何伪影的形成机制。其次,我们建立了一个包含这些偏差的几何模型,并对平面内点的投影位置曲线进行了数学描述。随后,我们使用针规作为该点的替代物,并在扫描针规获得的投影正弦曲线图中拟合曲线,以校准几何偏差。最后,我们将校准后的几何偏差引入滤波背投影(FBP)算法,以获得更精确的重建图像。所提出的方法精确校准了等方位扇形光束工业计算机断层扫描(CT)系统中的几何偏差,有效消除了重建 CT 图像中的几何伪影,并通过模拟和实际实验证明了这一点。该方法也已成功应用于工程实践。
{"title":"Geometric artifacts correction of equiangular fan-beam industrial CT system","authors":"Shu Xu ,&nbsp;Jinyin Sheng ,&nbsp;Zhongming Li ,&nbsp;Chao Long ,&nbsp;Yijun Jiang ,&nbsp;Hui Tan ,&nbsp;Liming Duan","doi":"10.1016/j.ndteint.2024.103197","DOIUrl":"10.1016/j.ndteint.2024.103197","url":null,"abstract":"<div><p>To address the issue of geometric artifacts in equiangular fan-beam industrial computed tomography (CT) systems, this paper proposes a projection sinogram-based method for correcting these artifacts. Firstly, we discuss the formation mechanism of geometric artifacts in equiangular fan-beam industrial CT system when there is geometric deviation. Secondly, we establish a geometric model that incorporates these deviations and mathematically describe the projected position curve of a point within the plane. Subsequently, we use a needle gauge as a surrogate for the point, and fit the curve in the projection sinusoidal graph obtained from scanning the needle gauge to calibrate the geometric deviations. Finally, we introduce the calibrated geometric deviations into the filtered back projection (FBP) algorithm to achieve more accurate reconstructed images. The proposed method precisely calibrates geometrical deviations in the equiangular fan-beam industrial computed tomography (CT) system and effectively eliminates geometric artifacts in the reconstructed CT images, this is demonstrated by simulation and practical experiment. This method has also been successfully applied in engineering practice.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103197"},"PeriodicalIF":4.1,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141703852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accurate thickness evaluation of thermal barrier coatings using microwave resonator sensor 利用微波谐振器传感器精确评估隔热涂层的厚度
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-15 DOI: 10.1016/j.ndteint.2024.103195
Mohammed Saif ur Rahman, Ademola A. Mustapha, Mohamed A. Abou-Khousa

Thermal barrier coatings (TBC) are frequently employed in aircraft engines and turbine blades for protection against high temperatures. Constant exposure to in-service stresses, however, leads to a variety of anomalies in TBC that could prove to be potentially catastrophic for the assemblies they protect. This raises the need for inspection using non-destructive techniques (NDT) to ensure the reliability and structural integrity of the coated assemblies. Thickness evaluation of the topcoat of the TBC is paramount to determining structural integrity of the TBC. Microwaves are particularly suited for such applications since they readily penetrate low loss TBC. However, the performance of previous microwave-based TBC thickness evaluation techniques was limited in accuracy to 15 μm. In this paper, accurate thickness evaluation of thermal barrier coating (TBC) is performed using a microwave resonator sensor operating at a relatively low frequency (<1 GHz). TBC thicknesses as low as 100 μm are evaluated based on shift in resonant frequency of the probe. Overall, practically relevant thicknesses ranging from 100 μm to 600 μm are evaluated herein and multiple trials are performed to ascertain repeatability and assess uncertainty in measurements. For a 250 μm thick TBC sheet, a mean error of 0.9 μm was accomplished which translates to 0.36 % error with a standard deviation of 1.5 μm. Compared to other microwave sensors reported in the literature, a better estimation accuracy is demonstrated in this work, in particular for thicknesses less than <250 μm.

飞机发动机和涡轮叶片经常使用热障涂层(TBC)来抵御高温。然而,持续暴露于使用中的应力会导致热障涂层出现各种异常,从而可能对其保护的组件造成灾难性的后果。这就需要使用无损检测技术(NDT)进行检测,以确保涂层组件的可靠性和结构完整性。TBC 表面涂层的厚度评估对于确定 TBC 的结构完整性至关重要。微波特别适合此类应用,因为它能轻易穿透低损耗的 TBC。然而,以前基于微波的 TBC 厚度评估技术的性能精度仅限于 15 μm。本文使用工作频率相对较低(1 GHz)的微波谐振器传感器对热障涂层(TBC)进行了精确的厚度评估。根据探头谐振频率的偏移,对低至 100 μm 的热障涂层厚度进行了评估。总体而言,本文评估了从 100 μm 到 600 μm 的实际相关厚度,并进行了多次试验,以确定测量的可重复性和不确定性。对于 250 μm 厚的 TBC 片材,平均误差为 0.9 μm,即误差为 0.36%,标准偏差为 1.5 μm。与文献中报道的其他微波传感器相比,这项工作展示了更高的估计精度,特别是在厚度小于 250 μm 的情况下。
{"title":"Accurate thickness evaluation of thermal barrier coatings using microwave resonator sensor","authors":"Mohammed Saif ur Rahman,&nbsp;Ademola A. Mustapha,&nbsp;Mohamed A. Abou-Khousa","doi":"10.1016/j.ndteint.2024.103195","DOIUrl":"10.1016/j.ndteint.2024.103195","url":null,"abstract":"<div><p>Thermal barrier coatings (TBC) are frequently employed in aircraft engines and turbine blades for protection against high temperatures. Constant exposure to in-service stresses, however, leads to a variety of anomalies in TBC that could prove to be potentially catastrophic for the assemblies they protect. This raises the need for inspection using non-destructive techniques (NDT) to ensure the reliability and structural integrity of the coated assemblies. Thickness evaluation of the topcoat of the TBC is paramount to determining structural integrity of the TBC. Microwaves are particularly suited for such applications since they readily penetrate low loss TBC. However, the performance of previous microwave-based TBC thickness evaluation techniques was limited in accuracy to 15 μm. In this paper, accurate thickness evaluation of thermal barrier coating (TBC) is performed using a microwave resonator sensor operating at a relatively low frequency (&lt;1 GHz). TBC thicknesses as low as 100 μm are evaluated based on shift in resonant frequency of the probe. Overall, practically relevant thicknesses ranging from 100 μm to 600 μm are evaluated herein and multiple trials are performed to ascertain repeatability and assess uncertainty in measurements. For a 250 μm thick TBC sheet, a mean error of 0.9 μm was accomplished which translates to 0.36 % error with a standard deviation of 1.5 μm. Compared to other microwave sensors reported in the literature, a better estimation accuracy is demonstrated in this work, in particular for thicknesses less than &lt;250 μm.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103195"},"PeriodicalIF":4.1,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0963869524001609/pdfft?md5=2774265c69063037e0107e562dda207a&pid=1-s2.0-S0963869524001609-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141703592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pulse compression with and without matched filtering: Why codes beat chirps 有匹配滤波和无匹配滤波的脉冲压缩:代码为何胜过啁啾
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-14 DOI: 10.1016/j.ndteint.2024.103180
Connor Challinor, Frederic Cegla

Pulse compression based excitation signals have been shown to improve signal quality in many active ranging applications without negatively impacting range resolution. Most prior work into using pulse compression presents the technique as if matched filtering is necessary to successfully achieve signal compression. Matched filtering against modulated excitation signals does result in useful information compression, however, it also suppresses information outside of the bandwidth of the transmission signal. This can distort or remove useful information in some applications, such as ultrasonic guided wave inspections, making the processing step unsuitable. In this paper, we show that when pulse compression with coded excitation is employed, a second filtering option is available for compressing the modulated information. The second option, which we have termed the sequence filter, utilises sequence elements as the template against which the filtering of coded excitation measurements is undertaken, thereby allowing compression to be achieved independent of received signal frequency content. We verify that sequence filtering successfully produces signal compression in two experimental ultrasound non-destructive testing applications where frequency modulated pulse compression was unsuitable. With both sequence filtering and matched filtering, we show signal-to-noise ratio gains in excess of 20 dB from using pulse compression.

在许多主动测距应用中,基于脉冲压缩的激励信号已被证明可以提高信号质量,而不会对测距分辨率产生负面影响。之前大多数使用脉冲压缩技术的研究都将匹配滤波作为成功实现信号压缩的必要条件。针对调制激励信号的匹配滤波确实能实现有用的信息压缩,但它也会抑制传输信号带宽之外的信息。在某些应用(如超声导波检测)中,这会扭曲或消除有用的信息,使处理步骤变得不合适。在本文中,我们展示了在采用编码激励的脉冲压缩时,可以使用第二种滤波方案来压缩调制信息。我们将第二种方案称为序列滤波器,它利用序列元素作为模板,在此基础上对编码激励测量进行滤波,从而实现与接收信号频率内容无关的压缩。我们验证了序列滤波器在两个不适合采用频率调制脉冲压缩的超声无损检测实验应用中成功实现了信号压缩。通过序列滤波和匹配滤波,我们发现使用脉冲压缩的信噪比增益超过 20 dB。
{"title":"Pulse compression with and without matched filtering: Why codes beat chirps","authors":"Connor Challinor,&nbsp;Frederic Cegla","doi":"10.1016/j.ndteint.2024.103180","DOIUrl":"10.1016/j.ndteint.2024.103180","url":null,"abstract":"<div><p>Pulse compression based excitation signals have been shown to improve signal quality in many active ranging applications without negatively impacting range resolution. Most prior work into using pulse compression presents the technique as if matched filtering is necessary to successfully achieve signal compression. Matched filtering against modulated excitation signals does result in useful information compression, however, it also suppresses information outside of the bandwidth of the transmission signal. This can distort or remove useful information in some applications, such as ultrasonic guided wave inspections, making the processing step unsuitable. In this paper, we show that when pulse compression with coded excitation is employed, a second filtering option is available for compressing the modulated information. The second option, which we have termed the sequence filter, utilises sequence elements as the template against which the filtering of coded excitation measurements is undertaken, thereby allowing compression to be achieved independent of received signal frequency content. We verify that sequence filtering successfully produces signal compression in two experimental ultrasound non-destructive testing applications where frequency modulated pulse compression was unsuitable. With both sequence filtering and matched filtering, we show signal-to-noise ratio gains in excess of 20 dB from using pulse compression.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103180"},"PeriodicalIF":4.1,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0963869524001452/pdfft?md5=0f64acc9708f72a0c1df4c520947339b&pid=1-s2.0-S0963869524001452-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141702254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tree internal defects detection method based on ResNet improved subspace optimization algorithm 基于 ResNet 改进子空间优化算法的树内部缺陷检测方法
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-14 DOI: 10.1016/j.ndteint.2024.103183
Guoyang Liu , Hongwei Zhou , Hongju Zhou , Bo Xia , Yixuan Wu , Jie Shi

The erosion behavior of trunk borers leads to the destruction of trunk structure and the formation of internal defects, which significantly impacts the ecological and economic value of trees. Traditional non-destructive testing (NDT) methods are costly and have low resolution, whereas electromagnetic NDT methods are more suitable for high-resolution detection and imaging. However, solving the highly nonlinear electromagnetic inverse scattering problems (ISPs) for small-sized defects with high contrast is challenging. Therefore, this paper proposes an improved subspace optimization algorithm based on a ResNet network called SOM-ResNet. SOM-ResNet incorporates physical principles into deep learning networks by simulating the iterative process of induced current and contrast, thereby enhancing its ability to accurately detect small objects with high contrast. Experimental results demonstrate that SOM-ResNet outperforms single inversion algorithms in detecting complex scatterers with small to medium-sized targets, validating its excellent performance.

树干蛀虫的侵蚀行为会导致树干结构的破坏和内部缺陷的形成,从而严重影响树木的生态和经济价值。传统的无损检测(NDT)方法成本高、分辨率低,而电磁无损检测方法更适用于高分辨率检测和成像。然而,解决具有高对比度的小尺寸缺陷的高度非线性电磁反向散射问题(ISPs)具有挑战性。因此,本文提出了一种基于 ResNet 网络的改进型子空间优化算法,称为 SOM-ResNet。SOM-ResNet 通过模拟诱导电流和对比度的迭代过程,将物理原理融入深度学习网络,从而增强了其准确检测高对比度小物体的能力。实验结果表明,SOM-ResNet 在检测中小型目标的复杂散射体方面优于单一反演算法,验证了其卓越的性能。
{"title":"Tree internal defects detection method based on ResNet improved subspace optimization algorithm","authors":"Guoyang Liu ,&nbsp;Hongwei Zhou ,&nbsp;Hongju Zhou ,&nbsp;Bo Xia ,&nbsp;Yixuan Wu ,&nbsp;Jie Shi","doi":"10.1016/j.ndteint.2024.103183","DOIUrl":"10.1016/j.ndteint.2024.103183","url":null,"abstract":"<div><p>The erosion behavior of trunk borers leads to the destruction of trunk structure and the formation of internal defects, which significantly impacts the ecological and economic value of trees. Traditional non-destructive testing (NDT) methods are costly and have low resolution, whereas electromagnetic NDT methods are more suitable for high-resolution detection and imaging. However, solving the highly nonlinear electromagnetic inverse scattering problems (ISPs) for small-sized defects with high contrast is challenging. Therefore, this paper proposes an improved subspace optimization algorithm based on a ResNet network called SOM-ResNet. SOM-ResNet incorporates physical principles into deep learning networks by simulating the iterative process of induced current and contrast, thereby enhancing its ability to accurately detect small objects with high contrast. Experimental results demonstrate that SOM-ResNet outperforms single inversion algorithms in detecting complex scatterers with small to medium-sized targets, validating its excellent performance.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103183"},"PeriodicalIF":4.1,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0963869524001488/pdfft?md5=ebb7cd4ba01a42b6637210fe8ff02060&pid=1-s2.0-S0963869524001488-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141706590","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bicharacteristic probability of detection of crack under multi-factor influences using alternating current field measurement technique 利用交流电场测量技术在多因素影响下检测裂缝的双特征概率
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-14 DOI: 10.1016/j.ndteint.2024.103173
Xin'an Yuan , Xihe Zhang , Wei Li , Xiaokang Yin , Shejuan Xie , Lisha Peng , Xiao Li , Jianming Zhao , Jianchao Zhao , Jianxi Ding , Qinyu Chen , Dong Hu

Alternating Current Field Measurement (ACFM) technique has been widely used in various fields such as oil & gas, aerospace areas. However, during the detection process, the probability of detection (POD) is influenced by multi-factors such as lift-off height, scanning angle and detection speed. In this paper, a bicharacteristic probability of detection (BPOD) model is developed for quantifying the crack detection reliability using integrated Bx and Bz signals in the ACFM technique. A multidimensional BPOD model is established to study the influence of multiple factors on the detection probability of cracks using ACFM technique. A Bayesian network-based method is proposed to reverse the hierarchical impact weights of influence factors on the BPOD of the ACFM technique. The results show that the BPOD model considering both Bx and Bz response signals can evaluate smaller defects than the conventional POD model. The multiple influencing factors can substantially decrease the BPOD of cracks. The hierarchical impact weights on BPOD for cracks are ranked as follows: lift-off height, detection speed, personnel involved in the detection process and scanning angle. This approach can retrospectively find the potential contributors to the missed detections based on the BPOD.

交变电流场测量(ACFM)技术已广泛应用于石油、天然气、航空航天等多个领域。然而,在探测过程中,探测概率(POD)会受到多种因素的影响,如升空高度、扫描角度和探测速度。本文开发了一个双特征检测概率(BPOD)模型,用于量化 ACFM 技术中使用集成 Bx 和 Bz 信号的裂纹检测可靠性。建立了多维 BPOD 模型,以研究 ACFM 技术中多种因素对裂纹检测概率的影响。提出了一种基于贝叶斯网络的方法来反演影响因素对 ACFM 技术 BPOD 的分层影响权重。结果表明,与传统的 POD 模型相比,同时考虑 Bx 和 Bz 响应信号的 BPOD 模型可以评估更小的缺陷。多重影响因素可大幅降低裂纹的 BPOD。对裂纹 BPOD 的分层影响权重排序如下:提升高度、检测速度、检测过程中的人员和扫描角度。这种方法可以根据 BPOD 追溯发现导致漏检的潜在因素。
{"title":"Bicharacteristic probability of detection of crack under multi-factor influences using alternating current field measurement technique","authors":"Xin'an Yuan ,&nbsp;Xihe Zhang ,&nbsp;Wei Li ,&nbsp;Xiaokang Yin ,&nbsp;Shejuan Xie ,&nbsp;Lisha Peng ,&nbsp;Xiao Li ,&nbsp;Jianming Zhao ,&nbsp;Jianchao Zhao ,&nbsp;Jianxi Ding ,&nbsp;Qinyu Chen ,&nbsp;Dong Hu","doi":"10.1016/j.ndteint.2024.103173","DOIUrl":"10.1016/j.ndteint.2024.103173","url":null,"abstract":"<div><p>Alternating Current Field Measurement (ACFM) technique has been widely used in various fields such as oil &amp; gas, aerospace areas. However, during the detection process, the probability of detection (POD) is influenced by multi-factors such as lift-off height, scanning angle and detection speed. In this paper, a bicharacteristic probability of detection (BPOD) model is developed for quantifying the crack detection reliability using integrated Bx and Bz signals in the ACFM technique. A multidimensional BPOD model is established to study the influence of multiple factors on the detection probability of cracks using ACFM technique. A Bayesian network-based method is proposed to reverse the hierarchical impact weights of influence factors on the BPOD of the ACFM technique. The results show that the BPOD model considering both Bx and Bz response signals can evaluate smaller defects than the conventional POD model. The multiple influencing factors can substantially decrease the BPOD of cracks. The hierarchical impact weights on BPOD for cracks are ranked as follows: lift-off height, detection speed, personnel involved in the detection process and scanning angle. This approach can retrospectively find the potential contributors to the missed detections based on the BPOD.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103173"},"PeriodicalIF":4.1,"publicationDate":"2024-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141705772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparisons of ray and finite element simulations of ultrasonic wave fields in smoothly inhomogeneous austenitic welds of thick-walled components 射线和有限元模拟对厚壁部件光滑不均匀奥氏体焊缝中超声波场的比较
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-06 DOI: 10.1016/j.ndteint.2024.103177
Nicolas Leymarie, Alexandre Imperiale, Thibaud Fortuna, Edouard Demaldent

This work addresses the crucial challenges of simulating ultrasonic inspections in welded parts. We focus on the simulation of radiated ultrasonic fields in welded materials, incorporating spatially varying anisotropy and damping properties. Using macroscale descriptions to capture variations in weld properties as a function of grain orientation, two simulation methods are evaluated: a ray method and a hybrid finite element solution within the CIVA software. Simple simulations validate both models, but complexities emerge in real-world scenarios, notably caustic phenomena and beam splitting due to specific grain orientations. The proposed hybrid FE model can therefore provide reliable reference solutions, even for 3D configurations, allowing the biases arising from radius approximations to be quantified.

这项研究解决了模拟焊接件超声波检测的关键难题。我们的重点是模拟焊接材料中的辐射超声场,其中包含空间变化的各向异性和阻尼特性。我们使用宏观描述来捕捉焊接特性随晶粒取向的变化,并评估了两种模拟方法:射线法和 CIVA 软件中的混合有限元解决方案。简单的模拟验证了这两种模型,但在实际应用中出现了复杂的问题,特别是由于特定晶粒取向造成的腐蚀现象和横梁分裂。因此,建议的混合有限元模型可以提供可靠的参考解,即使是三维配置,也能量化半径近似产生的偏差。
{"title":"Comparisons of ray and finite element simulations of ultrasonic wave fields in smoothly inhomogeneous austenitic welds of thick-walled components","authors":"Nicolas Leymarie,&nbsp;Alexandre Imperiale,&nbsp;Thibaud Fortuna,&nbsp;Edouard Demaldent","doi":"10.1016/j.ndteint.2024.103177","DOIUrl":"10.1016/j.ndteint.2024.103177","url":null,"abstract":"<div><p>This work addresses the crucial challenges of simulating ultrasonic inspections in welded parts. We focus on the simulation of radiated ultrasonic fields in welded materials, incorporating spatially varying anisotropy and damping properties. Using macroscale descriptions to capture variations in weld properties as a function of grain orientation, two simulation methods are evaluated: a ray method and a hybrid finite element solution within the CIVA software. Simple simulations validate both models, but complexities emerge in real-world scenarios, notably caustic phenomena and beam splitting due to specific grain orientations. The proposed hybrid FE model can therefore provide reliable reference solutions, even for 3D configurations, allowing the biases arising from radius approximations to be quantified.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103177"},"PeriodicalIF":4.1,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0963869524001427/pdfft?md5=801ea4783f677c0fc33fead0df0e9738&pid=1-s2.0-S0963869524001427-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141622679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental validation of the horizontal resolution improvement by ultra-wideband metasurfaces for GPR systems 通过实验验证超宽带元表面对 GPR 系统水平分辨率的改善作用
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-06 DOI: 10.1016/j.ndteint.2024.103179
Wuan Zheng , Tong Hao , Xiaojing Li , Wenhao Luo

Achieving high horizontal resolution is crucial for general non-destructive testing (NDT) applications, and in the domain of ground penetrating radar (GPR), it can be more challenging due to inefficient transmissions of electromagnetic waves into and through complex material under test (MUT). In this study, we showcase the validation results of our recently designed ultra-wideband metasurface (UWM) in improving the horizontal resolution for GPR B-Scan images. This UWM has an ultra-wide working frequency band (100%) from 1 to 3 GHz, in which high-frequency GPR signals can be enhanced and transmitted into MUT. Our fourteen-day consecutive GPR experiments demonstrate that two buried pipes with an edge-to-edge spacing of 8 cm that are hard to distinguish by traditional GPR surveys can be visually identified by depositing the UWM atop the MUT. The underlying mechanism is the sustained and improved transmission of high-frequency signals into the MUT, enabled by the removal of transmission coupling loss by the UWM at the air–MUT interface and the resulting enhanced transmission of more high-frequency components. Our simulations also provide quantitative analysis of such enhanced behavior with a nominal transmittance increase of 30% 50%. We believe the horizontal resolution improvement enabled by UWM will open a new corridor for high-resolution GPR system design.

实现高水平分辨率对于一般的无损检测(NDT)应用至关重要,而在探地雷达(GPR)领域,由于电磁波进入和穿过复杂的被测材料(MUT)的传输效率低下,实现高水平分辨率可能更具挑战性。在本研究中,我们展示了最新设计的超宽带元表面(UWM)在提高 GPR B-Scan 图像水平分辨率方面的验证结果。该 UWM 具有 1 至 3 GHz 的超宽工作频带(100%),可将高频 GPR 信号增强并传输到 MUT 中。我们连续 14 天的 GPR 实验证明,在 MUT 上放置 UWM 后,传统 GPR 勘测难以分辨的两个边对边间距为 8 厘米的地下管道可以被直观地识别出来。其根本原因在于 UWM 消除了空气-MUT 接口处的传输耦合损耗,从而增强了更多高频成分的传输,使高频信号能够持续并更好地传输到 MUT 中。我们的模拟还提供了对这种增强行为的定量分析,标称透射率增加了 30% ∼ 50%。我们相信,UWM 带来的水平分辨率提升将为高分辨率 GPR 系统设计开辟一条新通道。
{"title":"Experimental validation of the horizontal resolution improvement by ultra-wideband metasurfaces for GPR systems","authors":"Wuan Zheng ,&nbsp;Tong Hao ,&nbsp;Xiaojing Li ,&nbsp;Wenhao Luo","doi":"10.1016/j.ndteint.2024.103179","DOIUrl":"10.1016/j.ndteint.2024.103179","url":null,"abstract":"<div><p>Achieving high horizontal resolution is crucial for general non-destructive testing (NDT) applications, and in the domain of ground penetrating radar (GPR), it can be more challenging due to inefficient transmissions of electromagnetic waves into and through complex material under test (MUT). In this study, we showcase the validation results of our recently designed ultra-wideband metasurface (UWM) in improving the horizontal resolution for GPR B-Scan images. This UWM has an ultra-wide working frequency band (100%) from 1 to 3 GHz, in which high-frequency GPR signals can be enhanced and transmitted into MUT. Our fourteen-day consecutive GPR experiments demonstrate that two buried pipes with an edge-to-edge spacing of 8 cm that are hard to distinguish by traditional GPR surveys can be visually identified by depositing the UWM atop the MUT. The underlying mechanism is the sustained and improved transmission of high-frequency signals into the MUT, enabled by the removal of transmission coupling loss by the UWM at the air–MUT interface and the resulting enhanced transmission of more high-frequency components. Our simulations also provide quantitative analysis of such enhanced behavior with a nominal transmittance increase of 30% <span><math><mo>∼</mo></math></span>50%. We believe the horizontal resolution improvement enabled by UWM will open a new corridor for high-resolution GPR system design.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"147 ","pages":"Article 103179"},"PeriodicalIF":4.1,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141622680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid physics machine learning for ultrasonic field guided 3D generation and reconstruction of rail defects 用于超声波场引导的轨道缺陷三维生成和重建的混合物理机器学习
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-04 DOI: 10.1016/j.ndteint.2024.103174
Xue Lei Lu , Bin Gao , Wai Lok Woo , Xiang Xiao , Dong Zhan , Chengliang Huang

Ultrasonic technology is widely used in the field of rail defects detection. 3D reconstruction of rail defects can intuitively restore the 3D size and spatial position of the defects inside the rail. Currently, ultrasound-based 3D reconstruction requires a multi-probe or mechanical scanning platform in a laboratory setting, which is not suitable for the railway environment. In addition, 3D reconstruction requires a large amount of data, making it difficult to collect sufficient ultrasonic 3D defect data for long-distance rail inspections. This paper proposes an ultrasonic field-guided 3D reconstruction method combined with machine learning hybrid physics for rail defects. It combines both sound field GAN model to reconstruct the defect 3D model from the 2D B-scan data. The proposed method can generate a defect cross-sectional image using a deep learning algorithm guided by the acoustic field in the B-scan space, and extract the 3D size information of the defect from the 2D B-scan information by establish a defect echo model. By stablishing a spatial mapping relationship between the B-scan and the rail coordinate system, the position of the defect in the rail coordinate system is obtained. The defect data of standard damage rails are tested. Experiment results indicate that the defects in different parts of the rail can be reconstructed by the proposed method. The average size error rate is 9.56%–21.14 %, and the average height error is 3.458mm–6.353 mm.

超声波技术被广泛应用于钢轨缺陷检测领域。钢轨缺陷的三维重建可以直观地还原钢轨内部缺陷的三维尺寸和空间位置。目前,基于超声波的三维重建需要在实验室环境中使用多探头或机械扫描平台,这并不适合铁路环境。此外,三维重建需要大量数据,因此很难收集到足够的超声波三维缺陷数据用于长距离铁路检测。本文提出了一种结合机器学习混合物理学的超声波场引导三维重建方法,用于铁路缺陷检测。该方法结合声场 GAN 模型,从二维 B 扫描数据重建缺陷三维模型。该方法利用深度学习算法,在 B-scan 空间的声场引导下生成缺陷横截面图像,并通过建立缺陷回波模型从二维 B-scan 信息中提取缺陷的三维尺寸信息。通过建立 B-scan 与钢轨坐标系之间的空间映射关系,得到缺陷在钢轨坐标系中的位置。对标准损伤钢轨的缺陷数据进行了测试。实验结果表明,所提出的方法可以重建钢轨不同部位的缺陷。平均尺寸误差率为 9.56%-21.14 %,平均高度误差为 3.458 毫米-6.353 毫米。
{"title":"Hybrid physics machine learning for ultrasonic field guided 3D generation and reconstruction of rail defects","authors":"Xue Lei Lu ,&nbsp;Bin Gao ,&nbsp;Wai Lok Woo ,&nbsp;Xiang Xiao ,&nbsp;Dong Zhan ,&nbsp;Chengliang Huang","doi":"10.1016/j.ndteint.2024.103174","DOIUrl":"https://doi.org/10.1016/j.ndteint.2024.103174","url":null,"abstract":"<div><p>Ultrasonic technology is widely used in the field of rail defects detection. 3D reconstruction of rail defects can intuitively restore the 3D size and spatial position of the defects inside the rail. Currently, ultrasound-based 3D reconstruction requires a multi-probe or mechanical scanning platform in a laboratory setting, which is not suitable for the railway environment. In addition, 3D reconstruction requires a large amount of data, making it difficult to collect sufficient ultrasonic 3D defect data for long-distance rail inspections. This paper proposes an ultrasonic field-guided 3D reconstruction method combined with machine learning hybrid physics for rail defects. It combines both sound field GAN model to reconstruct the defect 3D model from the 2D B-scan data. The proposed method can generate a defect cross-sectional image using a deep learning algorithm guided by the acoustic field in the B-scan space, and extract the 3D size information of the defect from the 2D B-scan information by establish a defect echo model. By stablishing a spatial mapping relationship between the B-scan and the rail coordinate system, the position of the defect in the rail coordinate system is obtained. The defect data of standard damage rails are tested. Experiment results indicate that the defects in different parts of the rail can be reconstructed by the proposed method. The average size error rate is 9.56%–21.14 %, and the average height error is 3.458mm–6.353 mm.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"146 ","pages":"Article 103174"},"PeriodicalIF":4.1,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141596672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-resolution 3D ultrasonic imaging using high-frequency piezoelectric transmitter and ultra-multiple laser 2D scanning 利用高频压电发射器和超多重激光二维扫描进行高分辨率三维超声波成像
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-03 DOI: 10.1016/j.ndteint.2024.103178
Takumi Yamada , Yoshikazu Ohara , Timothy J. Ulrich , Marcel C. Remillieux

In this paper, we extend a piezoelectric and laser ultrasonic system (PLUS) to a high-frequency version for high-sensitivity three-dimensional (3D) ultrasonic imaging by utilizing a unique characteristic of PLUS. PLUS combines a piezoelectric transmitter and a two-dimensional (2D) scan of a laser Doppler vibrometer (LDV). A high frequency can be used simply by adopting a high-frequency piezoelectric transmitter with a center frequency, such as 15 MHz, since the LDV has a broad bandwidth reception of 0–25 MHz. Furthermore, a 2D array receiver with a small interelement pitch can be achieved by precisely scanning a small laser irradiation spot. We experimentally demonstrate its 3D imaging capability for flat-bottom-hole and fatigue-crack specimens.

本文利用 PLUS 的独特特性,将压电和激光超声系统 (PLUS) 扩展为高频版本,用于高灵敏度三维 (3D) 超声波成像。PLUS 结合了压电发射器和激光多普勒测振仪 (LDV) 的二维 (2D) 扫描。由于 LDV 具有 0-25 MHz 的宽接收带宽,因此只需采用具有中心频率(如 15 MHz)的高频压电发射器,即可使用高频率。此外,通过精确扫描一个小激光照射点,还可以实现具有较小元件间距的二维阵列接收器。我们通过实验证明了它对平底孔和疲劳裂纹试样的三维成像能力。
{"title":"High-resolution 3D ultrasonic imaging using high-frequency piezoelectric transmitter and ultra-multiple laser 2D scanning","authors":"Takumi Yamada ,&nbsp;Yoshikazu Ohara ,&nbsp;Timothy J. Ulrich ,&nbsp;Marcel C. Remillieux","doi":"10.1016/j.ndteint.2024.103178","DOIUrl":"https://doi.org/10.1016/j.ndteint.2024.103178","url":null,"abstract":"<div><p>In this paper, we extend a piezoelectric and laser ultrasonic system (PLUS) to a high-frequency version for high-sensitivity three-dimensional (3D) ultrasonic imaging by utilizing a unique characteristic of PLUS. PLUS combines a piezoelectric transmitter and a two-dimensional (2D) scan of a laser Doppler vibrometer (LDV). A high frequency can be used simply by adopting a high-frequency piezoelectric transmitter with a center frequency, such as 15 MHz, since the LDV has a broad bandwidth reception of 0–25 MHz. Furthermore, a 2D array receiver with a small interelement pitch can be achieved by precisely scanning a small laser irradiation spot. We experimentally demonstrate its 3D imaging capability for flat-bottom-hole and fatigue-crack specimens.</p></div>","PeriodicalId":18868,"journal":{"name":"Ndt & E International","volume":"146 ","pages":"Article 103178"},"PeriodicalIF":4.1,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0963869524001439/pdfft?md5=afcce4a768f2e3b76ab53e755591d60e&pid=1-s2.0-S0963869524001439-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141595394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Ndt & E International
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1