2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation最新文献

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Benefit of Neural Network for the Optimization of Defect Detection on Composite Material Using Ultrasonic Non Destructive Testing 神经网络在复合材料超声无损检测缺陷优化中的应用
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-75925
P. Trouvé-Peloux, Baptiste Abeloos, A. Ben Fekih, C. Trottier, J-M. Roche
{"title":"Benefit of Neural Network for the Optimization of Defect Detection on Composite Material Using Ultrasonic Non Destructive Testing","authors":"P. Trouvé-Peloux, Baptiste Abeloos, A. Ben Fekih, C. Trottier, J-M. Roche","doi":"10.1115/qnde2021-75925","DOIUrl":"https://doi.org/10.1115/qnde2021-75925","url":null,"abstract":"\u0000 This paper is dedicated to out-of-plane waviness defect detection within composite materials by ultrasonic testing. We present here an in-house experimental database of ultrasonic data built on composite pieces with/without elaborated defects. Using this dataset, we have developed several defect detection methods using the C-scan representation, where the defect is clearly observable. We compare here the defect detection performance of unsupervised, classical machine learning methods and deep learning approaches. In particular, we have investigated the use of semantic segmentation networks that provides a classification of the data at the “pixel level”, hence at each C-scan measure. This technique is used to classify if a defect is detected, and to produce a precise localization of the defect within the material. The results we obtained with the various detection methods are compared, and we discuss the drawbacks and advantages of each method.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123524372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparison Study of Several Ultrasonic Endoscopy Technology for Tubes’ Inspection 几种管道超声内窥镜检查技术的比较研究
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-75025
Ze Xi, Xiangang Wang, Xiaowei Luo
{"title":"A Comparison Study of Several Ultrasonic Endoscopy Technology for Tubes’ Inspection","authors":"Ze Xi, Xiangang Wang, Xiaowei Luo","doi":"10.1115/qnde2021-75025","DOIUrl":"https://doi.org/10.1115/qnde2021-75025","url":null,"abstract":"\u0000 Ultrasonic technology has developed rapidly in decades. However, few ultrasonic technologies have been proposed for tubes’ internal inspection. In this paper, 6 types of ultrasonic endoscopic transducers are brought to detect volumetric and planar flaws in tubes. Steam generator tube is application target. Beam simulations are implemented and compared using an open source acoustic simulation toolbox to illustrate beneficial effects of the different transducers. The results show the proposed endoscopic array transducers can form focused ultrasonic beams in tube wall, which do helps when detecting complex defects, such as crevice with uncertain direction. A prototype circular array transducer with 64 elements is fabricated to demonstrate the design. A straight tube (Φ19 × 3mm) made of carbon-steel with 8 longitudinal grooves and 8 ring grooves of no more than 0.5mm width on both inner and outer tube wall are applied in endoscopy experiments. The results demonstrate the detection sensitivity of the circular array transducer reaches 0.2mm in both circumferential direction and axial direction. The combination of the above proposed transducers and advanced imaging algorithms such as total focusing method may build an integrated array ultrasonic endoscopic inspection scheme for the internal inspection of tubes.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130879363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Combined Inductive and Capacitive NDE Technique for Insulator-Conductor Hybrid Structures 绝缘体-导体混合结构的电感与电容相结合无损检测技术
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-75049
T. Zhu, K. Wen, Chengjie Deng, X. Yin, Xiaorui Zhang, X. Yuan, Wei Li, Guoming Chen
{"title":"Combined Inductive and Capacitive NDE Technique for Insulator-Conductor Hybrid Structures","authors":"T. Zhu, K. Wen, Chengjie Deng, X. Yin, Xiaorui Zhang, X. Yuan, Wei Li, Guoming Chen","doi":"10.1115/qnde2021-75049","DOIUrl":"https://doi.org/10.1115/qnde2021-75049","url":null,"abstract":"\u0000 This paper presents a new inductance-capacitance non-destructive detection technique with a form of planar dual-mode sensor. The detection principle of the sensor in mode-L and mode-C was analyzed, and the feasibility of this new combination of inductance and capacitance nondestructive detection technique was demonstrated. A PCB sensor was designed and manufactured, a further research on the characteristic physical field of the designed sensor using finite element simulation software was presented. A suitable detection system was developed to realize this new dual-mode detection technique using this dual-mode detection sensor. Typical test pieces were prepared and tested. The detection results show that the proposed new inductance-capacitance technique can detect typical defects in both insulator and conductor layers of the insulator-conductor hybrid structure with a good balance of inductance and capacitance performance, indicating that this new detection technique can be further used for insulator-conductor hybrid structures non-destructive testing with the potential for structure detection, quantitative evaluation, damage imaging and other applications.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134116866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive Data Acquisition for Fast Ultrasonic Imaging Using Laser Induced Phased Arrays 激光诱导相控阵快速超声成像的自适应数据采集
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-75107
Peter Lukacs, T. Stratoudaki, Geo Davis, A. Gachagan
{"title":"Adaptive Data Acquisition for Fast Ultrasonic Imaging Using Laser Induced Phased Arrays","authors":"Peter Lukacs, T. Stratoudaki, Geo Davis, A. Gachagan","doi":"10.1115/qnde2021-75107","DOIUrl":"https://doi.org/10.1115/qnde2021-75107","url":null,"abstract":"\u0000 This study introduces a novel data acquisition method, the Selective Matrix Capture (SMC), that can adapt the array geometry during data acquisition, to the demands of the inspected structure, such as the defects encountered. The adaptive data acquisition method is enabled by the use of Laser Induced Phased Arrays (LIPAs). We have previously demonstrated high-resolution ultrasonic images of the interior of components using Full Matrix Capture (FMC) and the Total Focusing Method (TFM). However, capturing the FMC requires long synthesis time due to signal averaging and mechanical laser scanning, compromising the application potential of LIPAs. Given that most components are defect free, significant time savings can be obtained by only acquiring high-fidelity data when a defect is indicated. The paper presents the Selective Matrix Capture that acquires data more efficiently without a priori knowledge of the location of the defects, while still achieving the superior imaging quality provided by an FMC data set.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"354 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132583686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
FEM Simulation of Waves Excited by Array Probe Propagating in Centrifugally Cast Stainless Steel With Hexagonal Column 阵列探针在离心铸造六方柱不锈钢中传播波的有限元模拟
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-75766
Shan Lin, Y. Ikegami
{"title":"FEM Simulation of Waves Excited by Array Probe Propagating in Centrifugally Cast Stainless Steel With Hexagonal Column","authors":"Shan Lin, Y. Ikegami","doi":"10.1115/qnde2021-75766","DOIUrl":"https://doi.org/10.1115/qnde2021-75766","url":null,"abstract":"\u0000 Centrifugally cast stainless steel (CCSS) is widely used in PWR primary coolant systems. However, ultrasonic testing for such material is very challenging because its coarse grains and anisotropic property. The phased array ultrasonic technology (PAUT) is considered the most promising solution to the problem mentioned. To improve the accuracy of PAUT for CCSS with columnar grains, we used the voxel-based finite element method to perform simulation of wave propagation in CCSS, where waves were excited by a linear array. We modeled columnar grains in CCSS with hexagonal columns and introduced a side-drilled hole. It was easily to have different inclined columnar grains by rotating the crystal axes. All column crystals were considered cubic crystals while CCSS with columnar grains was macroscopically transversely isotropic. Wave propagations were computed for different focal laws and their results were compared. Waves exactly propagated toward and focused at the targeted SDH when focal laws were calculated according to the anisotropic property of CCSS, but deviated the target for focal laws based on isotropy.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"516 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133200481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Fast Unsupervised Online Learning Algorithm to Detect Structural Damage in Time-Varying Environments 时变环境下结构损伤检测的快速无监督在线学习算法
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-75247
Karthik Gopalakrishnan, V. J. Mathews
{"title":"A Fast Unsupervised Online Learning Algorithm to Detect Structural Damage in Time-Varying Environments","authors":"Karthik Gopalakrishnan, V. J. Mathews","doi":"10.1115/qnde2021-75247","DOIUrl":"https://doi.org/10.1115/qnde2021-75247","url":null,"abstract":"\u0000 Machine learning based health monitoring techniques for damage detection have been widely studied. Most such approaches suffer from two main problems, time-varying environmental and operating conditions, and the difficulty in acquiring training data from damaged structures. Recently, our group presented an unsupervised learning algorithm using support vector data description (SVDD) and an autoencoder to detect damage in time-varying environments without training on data from damaged structures. Though the preliminary experiments produced promising results, the algorithm was computationally expensive. This paper presents an iterative algorithm that learns the state of a structure in time-varying environments online in a computationally efficient manner. This algorithm combines the fast, incremental SVDD (FISVDD) algorithm with signal features based on wavelet packet decomposition (WPD) to create a method that is efficient and provides more accurate detection of smaller damage than the autoencoder-based method. The use of FISVDD has created the possibility of online learning and adaptive damage detection in time-varying environmental and operating conditions (EOC). The WPD-based features also have the potential to provide explainability for the learning algorithm.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130486245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Leak Detection and Leakage Assessment of Submarine Pipelines Based on Passive Acoustics 基于被动声学的海底管道泄漏检测与评估
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-74993
Yu Zhang, Zhu Feng, Xiaobo Rui, Bingpu Wang
{"title":"Leak Detection and Leakage Assessment of Submarine Pipelines Based on Passive Acoustics","authors":"Yu Zhang, Zhu Feng, Xiaobo Rui, Bingpu Wang","doi":"10.1115/qnde2021-74993","DOIUrl":"https://doi.org/10.1115/qnde2021-74993","url":null,"abstract":"\u0000 Passive acoustic is considered to be a more economical and suitable method for long-term monitoring at sea. In this paper, a gas flow measurement method under low signal-to-ratio and overlapping conditions is proposed. The signal-to-noise ratio and measurement stability can be improved through complementary ensemble empirical mode decomposition and adaptive frequency matching. The normalized energy window is used to determine the time period of each bubble to ensure the accuracy of the frequency identification. The accuracy was verified by experiments. The results show that in the flow range of 100–1000mL/min, the measurement error is controlled within 6%. This paper provides insight into low signal-to-noise ratio and high-speed escaping gas flow measurement technology.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126163729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Remote Solitary Wave–based Technique for Monitoring Corrosion in Steel Structures: Numerical Analysis and Experimental Validation 基于孤立波的钢结构腐蚀监测技术:数值分析与实验验证
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-74950
H. Jalali, P. Rizzo
{"title":"A Remote Solitary Wave–based Technique for Monitoring Corrosion in Steel Structures: Numerical Analysis and Experimental Validation","authors":"H. Jalali, P. Rizzo","doi":"10.1115/qnde2021-74950","DOIUrl":"https://doi.org/10.1115/qnde2021-74950","url":null,"abstract":"\u0000 A new corrosion monitoring technique based on the generation and propagation of highly nonlinear solitary waves in 1D granular crystals has been developed recently. In this method, a monoperiodic array of spherical particles, interacting via Hertzian contact forces, is in point contact with the structure or material to be inspected. The array is part of a wireless unit used to induce the wave in the chain and record the solitary waveform remotely. Compared to classical NDE techniques used for thickness monitoring, the developed method is low cost, portable, and simple. This study presents a numerical and an experimental investigation of the sensitivity of solitary waves to localized corrosion. In the experimental study, a corroding steel plate was monitored using solitary waves to examine the effect of corrosion in the plate on the solitary waves interacting with the plate. Furthermore, a discrete element model was coupled with a finite element model to numerically predict the effect of localized corrosion on the delay and the amplitude of the reflected solitary waves formed at the chain-plate interface. The plate was studied in both pristine and corroded conditions. Furthermore, the study investigated customizing the granular chain design to achieve solitary wave-based sensors that can be used in high-temperature environments with maximum sensitivity to corrosion. The numerical results were in good agreement with experimental results and showed that the reflected solitary waves are affected by the presence and the propagation of corrosion in the plate. It was also shown that the sensitivity of the method increases for thinner plates or when the depth of corrosion exceeds half of the plate thickness.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124727129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Study on Pipeline Spanning Detection Using Magnetic Anisotropy 基于磁各向异性的管道跨越检测研究
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-74974
Huang Xinjing, Chen Qian, Zhao Jianyuan, Yan Yutian, Li Jian, Zhang Yu, Feng Hao
{"title":"Study on Pipeline Spanning Detection Using Magnetic Anisotropy","authors":"Huang Xinjing, Chen Qian, Zhao Jianyuan, Yan Yutian, Li Jian, Zhang Yu, Feng Hao","doi":"10.1115/qnde2021-74974","DOIUrl":"https://doi.org/10.1115/qnde2021-74974","url":null,"abstract":"\u0000 Subsea pipelines often lose foundation soil support due to ocean current erosion and form spanning. Spanning greatly increases the risk of pipeline fracture. When a subsea pipeline has spanning, it is often accompanied by characteristic changes in its pipe wall stress, pipeline deflection, and pitch angle. In turn, we can analyze the three parameters to get the spanning state of the pipeline.\u0000 Wherein, around using stress to detect pipeline spanning state, this paper carries out two parts of research work. (1) We conducted a stress analysis on the free-span pipeline. The results show that the stress distribution has a strong distinct relationship with the pipeline spanning state. (2) We proposed and developed a steel plate stress detection scheme based on the induced voltage method. The results show that the steel plate stress has a good linear relationship with the induced voltage of the receiving coil on its surface, and the sensitivity can reach 1mv/MPa. Therefore, the AC magnetic anisotropy measurement of stress can reliably identify the stress distribution of the spanning pipeline.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125681825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
One Dimensional Nonlinear Wave Propagation in a Rate Independent Pinched Hysteretic Material 一维非线性波在速率无关缩紧迟滞材料中的传播
2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation Pub Date : 2021-07-28 DOI: 10.1115/qnde2021-74515
Pravinkumar R. Ghodake
{"title":"One Dimensional Nonlinear Wave Propagation in a Rate Independent Pinched Hysteretic Material","authors":"Pravinkumar R. Ghodake","doi":"10.1115/qnde2021-74515","DOIUrl":"https://doi.org/10.1115/qnde2021-74515","url":null,"abstract":"\u0000 Theoretical and numerical studies on wave propagation in symmetric hysteretic material models such as Preisach–Mayergoyz (P-M), Hodgdon, Power Law, and Bouc-Wen, etc. by researchers like McCall, Guyer, Van Den Abeele, Johnson, Meurer, Nazarov, Radostin, Zhan, Ghodake, and others (1994–2021) demonstrated generation of only odd harmonics. In this study, nonlinear wave propagation in a 1D symmetric pinched rate-independent hysteretic material is discussed. A 1D space is discretized as a long chain of spring-mass elements by adding hysteretic elements in parallel. Hysteretic elements are modeled as a rate-independent pinched hysteresis model proposed by Biswas (2016), which is an improvement to Reid’s and Muravskii’s models. The system of equations is solved numerically. Results show that propagation of a single frequency wave generates only odd harmonics. Very nice evolving symmetric pinched hysteretic loops are observed for a Gaussian input pulse. Due to one-way two-wave mixing, sum and difference frequencies are observed along with the odd harmonics of the input frequencies. In mixing also symmetric pinched hysteretic curves are observed corresponding to input frequencies and their higher harmonics. Instead of minor loops as seen in Bouc-Wen, Two-States (Ghodake 2020), and Asymmetric Bouc-Wen (Ghodake 2021) models, small symmetric pinched loops are observed due to mixing.","PeriodicalId":189764,"journal":{"name":"2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115957623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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