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Nondestructive Testing and Evaluation Volume 32, 2017 - Issue 1
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Original Articles

Delamination localization in wind turbine blades based on adaptive time-of-flight analysis of noncontact laser ultrasonic signals

Byeongjin ParkDepartment of Civil and Environmental Engineering, KAIST, Daejeon, Republic of Korea
,
Hoon SohnDepartment of Civil and Environmental Engineering, KAIST, Daejeon, Republic of Korea
,
Pawel MalinowskiDepartment of Mechanics of Intelligent Structures, Institute of Fluid-Flow Machinery, Polish Academy of Sciences, Gdansk, PolandCorrespondence[email protected]
&
Wieslaw OstachowiczDepartment of Mechanics of Intelligent Structures, Institute of Fluid-Flow Machinery, Polish Academy of Sciences, Gdansk, Poland;Facutly of Automotive and Construction Machinery, Warsaw University of Technology, Warsaw, Poland
Pages 1-20 | Received 26 May 2015, Accepted 18 Nov 2015, Published online: 20 Jan 2016

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Yan Zeng, Xiaokai Wang, Man Xu, Yang Zhong & Cheng Wang. (2023) Image denoising for laser ultrasonic inspection of wire arc additive-manufactured components with a rough surface. Nondestructive Testing and Evaluation 0:0, pages 1-27.
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R. Janeliukstis, S. Rucevskis & A. Chate. (2020) Condition monitoring with defect localisation in a two-dimensional structure based on linear discriminant and nearest neighbour classification of strain features. Nondestructive Testing and Evaluation 35:1, pages 48-72.
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Articles from other publishers (37)

Alireza Zarei & Srikanth Pilla. (2024) Laser ultrasonics for nondestructive testing of composite materials and structures: A review. Ultrasonics 136, pages 107163.
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Yinsheng Zhang, Yulong Yang, Jiaqi Sun, Ru Ji, Peiyan Zhang & Huilin Shan. (2023) Surface defect detection of wind turbine based on lightweight YOLOv5s model. Measurement 220, pages 113222.
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Javier Contreras Lopez & Athanasios Kolios. (2022) Risk-based maintenance strategy selection for wind turbine composite blades. Energy Reports 8, pages 5541-5561.
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Kazuki Ryuzono, Shigeki Yashiro, Sota Onodera & Nobuyuki Toyama. (2022) Performance evaluation of crack identification using density-based topology optimization for experimentally visualized ultrasonic wave propagation. Mechanics of Materials 172, pages 104406.
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Wenjie Wang, Yu Xue, Chengkuan He & Yongnian Zhao. (2022) Review of the Typical Damage and Damage-Detection Methods of Large Wind Turbine Blades. Energies 15:15, pages 5672.
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Hamed Badihi, Youmin Zhang, Bin Jiang, Pragasen Pillay & Subhash Rakheja. (2022) A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis. Proceedings of the IEEE 110:6, pages 754-806.
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Xiaobin Hong, Liuwei Huang, Yonghong Liufu, Zixin Wang, Bin Zhang & Yuan Liu. (2022) Laser ultrasonic scanning for detection of damage in copper pipelines using blind compressive sensing and the adjacent area difference coefficient. Measurement Science and Technology 33:6, pages 065202.
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Yanan Zhang, Francesco Avallone & Simon Watson. (2022) An aeroacoustics-based approach for wind turbine blade damage detection. Journal of Physics: Conference Series 2265:2, pages 022088.
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Yanan Zhang, Francesco Avallone & Simon Watson. (2022) Wind turbine blade trailing edge crack detection based on airfoil aerodynamic noise: An experimental study. Applied Acoustics 191, pages 108668.
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Marco Civera & Cecilia Surace. (2022) Non-Destructive Techniques for the Condition and Structural Health Monitoring of Wind Turbines: A Literature Review of the Last 20 Years. Sensors 22:4, pages 1627.
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Rohan Soman. (2022) Multi-objective optimization for joint actuator and sensor placement for guided waves based structural health monitoring using fibre Bragg grating sensors. Ultrasonics 119, pages 106605.
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Kaleeswaran Balasubramaniam, Shirsendu Sikdar, Tomasz Wandowski & Pawel H Malinowski. (2021) Ultrasonic guided wave-based debond identification in a GFRP plate with L-stiffener. Smart Materials and Structures 31:1, pages 015023.
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Vittorio Palma, Giacomo Iovane, Soonkyu Hwang, Federico M. Mazzolani, Raffaele Landolfo, Beatrice Faggiano & Hoon Sohn. 2022. Proceedings of the 1st Conference of the European Association on Quality Control of Bridges and Structures. Proceedings of the 1st Conference of the European Association on Quality Control of Bridges and Structures 922 928 .
Samir Mustapha, Ye Lu, Ching-Tai Ng & Pawel Malinowski. (2021) Sensor Networks for Structures Health Monitoring: Placement, Implementations, and Challenges—A Review. Vibration 4:3, pages 551-584.
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Fengzhong Li & Ying Luo. (2021) Total Focusing Method Damage Imaging in Frequency Domain Using Laser-Ultrasonic Lamb Wave Based on Time-domain Filtering in Multi-band. Acta Mechanica Solida Sinica 34:3, pages 404-424.
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Hyun Kyu Shin, Si Woon Lee, Goo Pyo Hong, Sael Lee, Sang Hyo Lee & Ha Young Kim. (2021) Defect-Detection Model for Underground Parking Lots Using Image Object-Detection Method. Computers, Materials & Continua 66:3, pages 2493-2507.
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Fausto Pedro García Márquez & Ana María Peco Chacón. (2020) A review of non-destructive testing on wind turbines blades. Renewable Energy 161, pages 998-1010.
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Maosen Cao, Zhongqing Su, Hao Xu, Maciej Radzieński, Wei Xu & Wiesław Ostachowicz. (2020) A novel damage characterization approach for laminated composites in the absence of material and structural information. Mechanical Systems and Signal Processing 143, pages 106831.
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Wei Xu, Weidong Zhu, Maosen Cao, Hao Wu & Ruihu Zhu. (2020) A novel damage index for damage detection and localization of plate-type structures using twist derivatives of laser-measured mode shapes. Journal of Sound and Vibration 481, pages 115448.
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Jiaze He, Daniel C Rocha & Paul Sava. (2019) Guided wave tomography based on least-squares reverse-time migration. Structural Health Monitoring 19:4, pages 1237-1249.
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Yan Li, Miao Hu & Taiyong Wang. (2019) Weld Image Recognition Algorithm Based on Deep Learning. International Journal of Pattern Recognition and Artificial Intelligence 34:08, pages 2052004.
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Ying Du, Shengxi Zhou, Xingjian Jing, Yeping Peng, Hongkun Wu & Ngaiming Kwok. (2020) Damage detection techniques for wind turbine blades: A review. Mechanical Systems and Signal Processing 141, pages 106445.
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Soonkyu Hwang, Yun-Kyu An, Jinyeol Yang & Hoon Sohn. (2020) Remote Inspection of Internal Delamination in Wind Turbine Blades using Continuous Line Laser Scanning Thermography. International Journal of Precision Engineering and Manufacturing-Green Technology 7:3, pages 699-712.
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Wei Xu, Zhongqing Su, Jingqiang Liu, Maosen Cao & Wiesław Ostachowicz. (2020) Singular energy component for identification of initial delamination in CFRP laminates through piezoelectric actuation and non-contact measurement. Smart Materials and Structures 29:4, pages 045001.
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Sheng Bao, Pengfei Jin, Zhengye Zhao & Meili Fu. (2020) A Review of the Metal Magnetic Memory Method. Journal of Nondestructive Evaluation 39:1.
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Khadijeh Askaripour & Arkadiusz Zak. (2019) A Survey of Scrutinizing Delaminated Composites via Various Categories of Sensing Apparatus. Journal of Composites Science 3:4, pages 95.
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Jiaze He, Daniel C Rocha, Patrick E Leser, Paul Sava & William P Leser. (2019) Least-squares reverse time migration (LSRTM) for damage imaging using Lamb waves. Smart Materials and Structures 28:6, pages 065010.
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Chenguang Xu, Baiqiang Xu, Ying Luo, Guidong Xu & Sai Zhang. (2018) Time-reversal damage imaging based on laser ultrasonic guide waves with temporal filter method. Time-reversal damage imaging based on laser ultrasonic guide waves with temporal filter method.
Yu Lu, Shiwei Ma, Hanfei Zhang, Shuhao Cao, Yanyan Liu & Haiyan Zhang. (2018) Damage Index Weighted Delay-and-sum Imaging Method Based on Time Reversed Ultrasonic Lamb Wave for Damage Localization. Damage Index Weighted Delay-and-sum Imaging Method Based on Time Reversed Ultrasonic Lamb Wave for Damage Localization.
Sang-Hyeon Kang, Myeongcheol Kang & Lae-Hyong Kang. (2018) Piezoelectric smart composite blades for collision monitoring: Measurement of mechanical properties and impact sensitivity. Composite Structures 202, pages 1295-1307.
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Zenghua Liu, Honglei Chen, Kunming Sun, Cunfu He & Bin Wu. (2018) Full non-contact laser-based Lamb waves phased array inspection of aluminum plate. Journal of Visualization 21:5, pages 751-761.
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Lavish Pamwani, Anowarul Habib, Frank Melandsø, Balpreet Singh Ahluwalia & Amit Shelke. (2018) Single-Input and Multiple-Output Surface Acoustic Wave Sensing for Damage Quantification in Piezoelectric Sensors. Sensors 18:7, pages 2017.
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Byeongjin Park & Hoon Sohn. (2017) Accelerated damage visualization using binary search with fixed pitch-catch distance laser ultrasonic scanning. Smart Materials and Structures 26:7, pages 075005.
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Zenghua Liu, Xuwen Zhong, Tuocan Dong, Cunfu He & Bin Wu. (2017) Delamination detection in composite plates by synthesizing time-reversed Lamb waves and a modified damage imaging algorithm based on RAPID. Structural Control and Health Monitoring 24:5, pages e1919.
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Byeongjin ParkHoon Sohn. Accelerated damage visualization using binary search with fixed distance laser ultrasonic scanning. Accelerated damage visualization using binary search with fixed distance laser ultrasonic scanning.
Daniel Veira Canle, Ari Salmi & Edward Haeggstrom. (2016) Flaw detection in rotating structures by Lamb waves. Flaw detection in rotating structures by Lamb waves.
Mian Du, Shichong Ma & Qing He. (2016) A SCADA data based anomaly detection method for wind turbines. A SCADA data based anomaly detection method for wind turbines.

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