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  • Article
  • Open Access
18 Citations
3,558 Views
19 Pages

Active Thermography for the Detection of Sub-Surface Defects on a Curved and Coated GFRP-Structure

  • Friederike Jensen,
  • Marina Terlau,
  • Michael Sorg and
  • Andreas Fischer

14 October 2021

Initial defects, for example, those occurring during the production of a rotor blade, encourage early damages such as rain erosion at the leading edge of wind turbine rotor blades. To investigate the potential that initial defects have for early dama...

  • Article
  • Open Access
5 Citations
2,784 Views
22 Pages

14 July 2021

Utilising cooling stimulation as a thermal excitation means has demonstrated profound capabilities of detecting sub-surface metal loss using thermography. Previously, a prototype mechanism was introduced which accommodates a thermal camera and coolin...

  • Article
  • Open Access
2 Citations
2,818 Views
10 Pages

18 December 2022

The majority of catastrophic wheelset failures are caused by surface opening fatigue cracks in either the wheel tread or wheel inner. Since failures in railway wheelsets can cause disasters, regular inspections to check for defects in wheels and axle...

  • Communication
  • Open Access
4 Citations
2,583 Views
9 Pages

26 April 2022

Magnetic flux leakage (MFL) based on phase extraction for detecting the subsurface defects in ferromagnetic steel plate was investigated. The relationship between electromagnetic field phase and the subsurface defect was analyzed. Low-frequency alter...

  • Article
  • Open Access
14 Citations
3,547 Views
15 Pages

14 November 2019

In nanomaterials, the surface or the subsurface structures influence the friction behaviors greatly. In this work, nanoscale friction behaviors between a rigid cylinder tip and a single crystal copper substrate are studied by molecular dynamics simul...

  • Article
  • Open Access
9 Citations
3,509 Views
10 Pages

Measuring the Depth of Subsurface Defects in Additive Manufacturing Components by Laser-Generated Ultrasound

  • Zhixiang Xue,
  • Wanli Xu,
  • Yunchao Peng,
  • Mengmeng Wang,
  • Vasiliy Pelenovich,
  • Bing Yang and
  • Jun Zhang

1 March 2022

A new method to measure the depth of subsurface defects in additive manufacturing components is proposed based on the velocity dispersion analysis of Lamb waves by the wavelet-transform of laser ultrasound. Firstly, the mode-conversion from laser-gen...

  • Article
  • Open Access
1,704 Views
15 Pages

26 June 2025

During the manufacturing of precision optical elements, subsurface defects seriously affect the performance of the elements, leading to the enhancement of light fields, an increase in laser absorption and an decrease in mechanical properties. It has...

  • Article
  • Open Access
23 Citations
5,362 Views
20 Pages

MV-GPRNet: Multi-View Subsurface Defect Detection Network for Airport Runway Inspection Based on GPR

  • Nansha Li,
  • Renbiao Wu,
  • Haifeng Li,
  • Huaichao Wang,
  • Zhongcheng Gui and
  • Dezhen Song

7 September 2022

The detection and restoration of subsurface defects are essential for ensuring the structural reliability of airport runways. Subsurface inspections can be performed with the aid of a robot equipped with a Ground Penetrating Radar (GPR). However, int...

  • Article
  • Open Access
8 Citations
4,142 Views
23 Pages

19 September 2022

Detection and characterisation of hidden corrosion are considered challenging yet crucial activities in many sensitive industrial plants where preventing the loss of containment or structural reliability are paramount. In the last two decades, infrar...

  • Article
  • Open Access
6 Citations
2,897 Views
14 Pages

The qualitative measurement is a common practice in infrastructure condition inspection when using Infrared Thermography (IRT), as it can effectively locate the defected area non-destructively and non-contact. However, a quantitative evaluation becom...

  • Article
  • Open Access
1 Citations
835 Views
21 Pages

11 August 2025

Lock-in thermography is a widely adopted infrared nondestructive testing technique that detects subsurface defects by applying modulated thermal waves and analyzing the resulting surface temperature variations. However, quantitatively characterizing...

  • Article
  • Open Access
6 Citations
4,795 Views
12 Pages

5 December 2016

We developed a new approach for sizing subsurface defects in the square pulse thermography of metallic plates by employing the oriented gradient of histograms. To size defects with high accuracies is still a challenge in infrared (IR) thermography to...

  • Article
  • Open Access
42 Citations
9,881 Views
23 Pages

15 August 2017

Laser-induced damage on fused silica optics remains a major issue that limits the promotion of energy output of large laser systems. Subsurface impurity defects inevitably introduced in the practical polishing process incur strong thermal absorption...

  • Article
  • Open Access
217 Views
19 Pages

Experimental Study on Surface and Subsurface Defect Characteristics of 8Cr4Mo4V Bearing Steel After Grinding

  • Junjun Liu,
  • Xiaoquan Shi,
  • Haixiang Zeng,
  • Chenhui Sun,
  • Bohan Zhang,
  • Zhihu Zhang,
  • Yazhou Sun and
  • Haitao Liu

19 February 2026

Due to its excellent high-temperature resistance and fatigue properties, 8Cr4Mo4V high-temperature bearing steel has become a critical material for aero-engine main shaft bearings. Consequently, the surface integrity of this material after grinding d...

  • Article
  • Open Access
4 Citations
2,420 Views
23 Pages

7 June 2023

Subsurface inclusions are one of the most common defects that affect the inner quality of continuous casting slabs. This increases the defects in the final products and increases the complexity of the hot charge rolling process and may even cause bre...

  • Article
  • Open Access
1,055 Views
19 Pages

Optimized FPGA Architecture for CNN-Driven Subsurface Geotechnical Defect Detection

  • Xiangyu Li,
  • Linjian Che,
  • Shunjiong Li,
  • Zidong Wang and
  • Wugang Lai

Convolutional neural networks (CNNs) are widely used in geotechnical engineering. Real-time detection in complex geological environments, combined with the strict power constraints of embedded devices, makes Field-Programmable Gate Array (FPGA) platf...

  • Proceeding Paper
  • Open Access
6 Citations
1,695 Views
5 Pages

Infrared Non-Destructive Testing via Semi-Nonnegative Matrix Factorization

  • Bardia Yousefi,
  • Clemente Ibarra-Castanedo and
  • Xavier P.V. Maldague

Detection of subsurface defects is undeniably a growing subfield of infrared non-destructive testing (IR-NDT). There are many algorithms used for this purpose, where non-negative matrix factorization (NMF) is considered to be an interesting alternati...

  • Abstract
  • Open Access
447 Views
4 Pages

Non-Destructive Testing and Evaluation (NDT & E) plays a vital role in the inspection of wide varieties of materials without influencing their future serviceability [...]

  • Article
  • Open Access
7 Citations
3,068 Views
18 Pages

8 May 2021

This article presents a method for detecting defects and assessing their size in soft magnetic composites (SMCs) based on magnetograms obtained from a magnetic field camera and a numerical analysis of the magnetic field around them. For the purpose o...

  • Review
  • Open Access
3 Citations
3,176 Views
14 Pages

Methods for Corrosion Detection in Pipes Using Thermography: A Case Study on Synthetic Datasets

  • Reza Khoshkbary Rezayiye,
  • Clemente Ibarra-Castanedo and
  • Xavier Maldague

1 October 2024

This study reviews advanced methods for corrosion detection and characterization in pipes using thermography, with a focus on addressing the limitations posed by small datasets. Thermography captures temperature distributions on the surface of pipes...

  • Article
  • Open Access
851 Views
22 Pages

20 November 2025

Lock-in thermography is a widely used nondestructive testing technique for detecting subsurface defects in solid materials. In this study, one-dimensional analytical modeling and three-dimensional finite element simulations were combined to elucidate...

  • Article
  • Open Access
2,300 Views
17 Pages

Oxygen adsorption at metal oxide (MOX) surfaces and the formation of sub-surface depletion zones in thin nanometric sheets of MOX materials are theoretically investigated. It is shown that—under conditions of sufficient oxygen mobility—th...

  • Article
  • Open Access
6 Citations
4,588 Views
15 Pages

19 August 2019

Detecting the defects of a battery on the surface and edge has always been difficult, especially for concave and convex ones, thereby seriously affecting its quality. Thus, sub-regional Gaussian and moving average filtering are innovatively proposed...

  • Article
  • Open Access
3 Citations
5,323 Views
19 Pages

19 August 2024

Pore and crack formation in parts produced by additive manufacturing (AM) processes, such as laser powder bed fusion, is one of the issues associated with AM technology. Surface and subsurface cracks and pores are induced during the printing process,...

  • Article
  • Open Access
13 Citations
4,101 Views
15 Pages

11 September 2020

With increased use of light-weight materials with low factors of safety, non-destructive testing becomes increasingly important. Thanks to the advancement of infrared camera technology, pulse thermography is a cost efficient way to detect subsurface...

  • Article
  • Open Access
5 Citations
3,141 Views
12 Pages

Measurement of Sub-Surface Microstructures Based on a Developed Ultrasonic Atomic Force Microscopy

  • Yuyang Wang,
  • Chengjian Wu,
  • Jinyan Tang,
  • Mingyu Duan,
  • Jian Chen,
  • Bing-Feng Ju and
  • Yuan-Liu Chen

27 May 2022

Accurate and non-destructive technology for detection of subsurface defect has become a key requirement with the emergence of various ultra-precision machining technologies and the application of ultra-precision components. The combination of acousti...

  • Article
  • Open Access
10 Citations
4,298 Views
20 Pages

24 April 2021

Laser ultrasonic technology can provide a non-contact, reliable and efficient inspection of train rails. However, the laser-generated signals measured at the railhead are usually contaminated with a high level of noise and unwanted wave components th...

  • Article
  • Open Access
2 Citations
2,349 Views
18 Pages

30 December 2022

Recently, thermographic testing has been applied as a non-destructive evaluation technology for composite materials due to its remarkable advantages, such as its non-contact, non-destructive, and high-speed properties, it is harmless to the human bod...

  • Data Descriptor
  • Open Access
29 Citations
5,953 Views
23 Pages

Annotated datasets play a significant role in developing advanced Artificial Intelligence (AI) models that can detect bridge structure defects autonomously. Most defect datasets contain visual images of surface defects; however, subsurface defect dat...

  • Feature Paper
  • Article
  • Open Access
30 Citations
3,390 Views
41 Pages

Adaptation of an Eddy Current Model for Characterizing Subsurface Defects in CFRP Plates Using FEM Analysis Based on Energy Functional

  • Mario Versaci,
  • Filippo Laganà,
  • Francesco Carlo Morabito,
  • Annunziata Palumbo and
  • Giovanni Angiulli

13 September 2024

In this work, a known Eddy Current (EC) model is adapted to characterize subsurface defects in carbon fiber-reinforced polymer (CFRP) plates intended for the civil aerospace industry. The considered defects include delaminations, microcracks, porosit...

  • Feature Paper
  • Article
  • Open Access
67 Citations
8,514 Views
19 Pages

Effect of Surface and Subsurface Defects on Fatigue Behavior of AlSi10Mg Alloy Processed by Laser Powder Bed Fusion (L-PBF)

  • Milad Hamidi Nasab,
  • Alessandro Giussani,
  • Dario Gastaldi,
  • Valeria Tirelli and
  • Maurizio Vedani

29 September 2019

The fatigue behaviour of an AlSi10Mg alloy processed by laser powder bed fusion (L-PBF) and subjected to different surface finishing processes was investigated paying special attention to the residual defects on the surface and the dominant fatigue f...

  • Article
  • Open Access
1 Citations
932 Views
16 Pages

First-Principles Study on Periodic Pt2Fe Alloy Surface Models for Highly Efficient CO Poisoning Resistance

  • Junmei Wang,
  • Qingkun Tian,
  • Harry E. Ruda,
  • Li Chen,
  • Maoyou Yang and
  • Yujun Song

1 August 2025

Surface and sub-surface atomic configurations are critical for catalysis as they host the active sites governing electrochemical processes. This study employs density functional theory (DFT) calculations and Monte Carlo simulations combined with the...

  • Article
  • Open Access
13 Citations
4,190 Views
29 Pages

13 November 2022

The early condition-based assessment of civil infrastructures plays an essential role in extending their service life, preventing undesirable sudden failures, and reducing maintenance and rehabilitation costs. One of the most commonly used and fastes...

  • Article
  • Open Access
6 Citations
3,442 Views
20 Pages

Multi-Excitation Infrared Fusion for Impact Evaluation of Aluminium-BFRP/GFRP Hybrid Composites

  • Jue Hu,
  • Hai Zhang,
  • Stefano Sfarra,
  • Stefano Perilli,
  • Claudia Sergi,
  • Fabrizio Sarasini and
  • Xavier Maldague

5 September 2021

Fibre metal laminates are widely implemented in the aerospace industry owing to the merits of fatigue resistance and plastic properties. An effective defect assessment technique needs to be investigated for this type of composite materials. In order...

  • Article
  • Open Access
19 Citations
8,900 Views
22 Pages

Internal Cracks and Non-Metallic Inclusions as Root Causes of Casting Failure in Sugar Mill Roller Shafts

  • Muhammad Jamil,
  • Aqib Mashood Khan,
  • Hussien Hegab,
  • Shoaib Sarfraz,
  • Neeraj Sharma,
  • Mozammel Mia,
  • Munish Kumar Gupta,
  • GuLong Zhao,
  • H. Moustabchir and
  • Catalin I. Pruncu

3 August 2019

The sugar mill roller shaft is one of the critical parts of the sugar industry. It requires careful manufacturing and testing in order to meet the stringent specification when it is used for applications under continuous fatigue and wear environments...

  • Article
  • Open Access
3 Citations
4,845 Views
10 Pages

21 November 2018

We introduce a robust low-budget Kelvin probe design that is optimized for the long-term acquisition of surface photovoltage (SPV) data, especially developed for highly resistive systems, which exhibit—in contrast to conventional semiconductors...

  • Communication
  • Open Access
19 Citations
4,738 Views
11 Pages

Defect-Rich Monolayer MoS2 as a Universally Enhanced Substrate for Surface-Enhanced Raman Scattering

  • Shiyu Sun,
  • Jingying Zheng,
  • Ruihao Sun,
  • Dan Wang,
  • Guanliang Sun,
  • Xingshuang Zhang,
  • Hongyu Gong,
  • Yong Li,
  • Meng Gao and
  • Xiu Liang
  • + 2 authors

Monolayer 2H-MoS2 has been widely noticed as a typical transition metal dichalcogenides (TMDC) for surface-enhanced Raman scattering (SERS). However, monolayer MoS2 is limited to a narrow range of applications due to poor detection sensitivity caused...

  • Article
  • Open Access
1 Citations
1,943 Views
12 Pages

An innovative magnetostatic force sensor consisting of a laser source, a tiny cantilever beam, and a small permanent magnet was developed and used for defect inspection in ferromagnetic samples in the present article. The penetrating zone within a fe...

  • Article
  • Open Access
73 Citations
3,472 Views
23 Pages

A Fuzzy Similarity-Based Approach to Classify Numerically Simulated and Experimentally Detected Carbon Fiber-Reinforced Polymer Plate Defects

  • Mario Versaci,
  • Giovanni Angiulli,
  • Paolo Crucitti,
  • Domenico De Carlo,
  • Filippo Laganà,
  • Diego Pellicanò and
  • Annunziata Palumbo

1 June 2022

This paper presents an eddy current approach for testing, estimating, and classifying CFRP plate sub-surface defects, mainly due to delamination, through specific 2D magnetic induction field amplitude maps. These maps, showing marked fuzziness conten...

  • Article
  • Open Access
13 Citations
3,214 Views
7 Pages

Surface Structure and Electronic Properties of Lu3Al5O12

  • Weian Guo,
  • Benxue Jiang,
  • Jiajie Zhu and
  • Long Zhang

22 November 2021

Lu3Al5O12 (LuAG) is a famous scintillator that has the advantages of high efficiency, high light yield, and fast decay after being doped with active ions. F centers (oxygen vacancies with two electrons) and antisite defects are the most important def...

  • Article
  • Open Access
1 Citations
980 Views
14 Pages

4 June 2025

Owing to global energy demands and climate change resulting from fossil fuel use, technologies capable of converting greenhouse gases into renewable energy resources are needed. One such technology is photocatalytic CO2 reduction, which utilises sola...

  • Article
  • Open Access
21 Citations
4,744 Views
17 Pages

Advanced NDT Methods and Data Processing on Industrial CFRP Components

  • Vito Dattoma,
  • Francesco Willem Panella,
  • Alessandra Pirinu and
  • Andrea Saponaro

24 January 2019

In this work, enhanced thermal data processing is developed with experimental procedures, improving visualization algorithm for sub-surface defect detection on industrial composites. These materials are prone to successful infrared nondestructive inv...

  • Feature Paper
  • Article
  • Open Access
17 Citations
2,781 Views
13 Pages

Porous Defective Bi/Bi3NbO7 Nanosheets for Efficient Photocatalytic NO Removal under Visible Light

  • Ting Gao,
  • Jingqi Lin,
  • Ke Zhang,
  • Mohsen Padervand,
  • Yifan Zhang,
  • Wei Zhang,
  • Menglin Shi and
  • Chuanyi Wang

31 December 2022

Since conventional techniques are ineffective for NO removal at low concentrations, photocatalysis has become attractive in this regard, recently. However, in practice, photocatalytic NO removal has drawbacks such as limited light absorption and the...

  • Article
  • Open Access
7 Citations
2,456 Views
19 Pages

Influence of Defects in Surface Layer of Al2O3/TiC and SiAlON Ceramics on Physical and Mechanical Characteristics

  • Sergey N. Grigoriev,
  • Marina A. Volosova,
  • Anna A. Okunkova and
  • Sergey V. Fedorov

24 March 2023

The paper studies the influence of diamond grinding, lapping, and polishing on the surface layer and defectiveness of the Al2O3/TiC and SiAlON ceramic samples. The index of defectiveness ID, which is the product of the defect density and the defectiv...

  • Article
  • Open Access
3 Citations
2,693 Views
26 Pages

Technological Principles of Complex Plasma-Beam Surface Treatment of Al2O3/TiC and SiAlON Ceramics

  • Sergey N. Grigoriev,
  • Marina A. Volosova,
  • Maxim A. Lyakhovetsky,
  • Artem P. Mitrofanov,
  • Nataliya V. Kolosova and
  • Anna A. Okunkova

Thermomechanical action during high-performance diamond grinding of sintered cutting Al2O3/TiC and SiAlON ceramics leads to increased defectiveness of the surface layer of the deposited TiZrN and CrAlSiN/DLC coatings. It predetermines the discontinuo...

  • Article
  • Open Access
20 Citations
5,264 Views
9 Pages

20 March 2018

The aim of this study was to clarify the effects of micro surface defects introduced by the focused ion beam (FIB) technique on the fracture strength of ceramics. Three-point bending tests on alumina-silicon carbide (Al2O3/SiC) ceramic composites con...

  • Article
  • Open Access
8 Citations
4,405 Views
17 Pages

Coating Process of Honeycomb Cordierite Support with Ni/Boehmite Gels

  • Vincent Claude,
  • Julien G. Mahy,
  • Timothée Lohay,
  • Jérémy Geens and
  • Stéphanie D. Lambert

28 April 2022

This study presents the development of a method for the washcoating of Ni/boehmite gels, prepared by the sol–gel process, onto the surface of a commercial ceramic monolith. Indeed, a cordierite monolith in a honeycomb shape was used as the subs...

  • Article
  • Open Access
18 Citations
3,260 Views
16 Pages

21 May 2022

P-doped graphitic carbon nitride tubes (P-CNTS) with different P concentrations were successfully fabricated via a pre-hydrothermal in combination with a calcination process under a nitrogen atmosphere. The as-prepared samples exhibited excellent pho...

  • Article
  • Open Access
10 Citations
3,216 Views
14 Pages

Dissolution of β-C2S Cement Clinker: Part 1 Molecular Dynamics (MD) Approach for Different Crystal Facets

  • Khondakar Mohammad Salah Uddin,
  • Mohammadreza Izadifar,
  • Neven Ukrainczyk,
  • Eduardus Koenders and
  • Bernhard Middendorf

14 September 2022

A major concern in the modern cement industry is considering how to minimize the CO2 footprint. Thus, cements based on belite, an impure clinker mineral (CaO)2SiO2 (C2S in cement chemistry notation), which forms at lower temperatures, is a promising...

  • Article
  • Open Access
4 Citations
2,477 Views
24 Pages

Defect Detection in Carbon Fiber-Reinforced Plate by Imaging of Mechanical Nonlinearity-Induced Sideband Vibrations

  • Tommaso Seresini,
  • Sevilia Sunetchiieva,
  • Helge Pfeiffer,
  • Martine Wevers and
  • Christ Glorieux

1 October 2023

Laser Doppler scanning vibrometry is used for imaging spectral vibration components in a carbon fiber-reinforced composite plate that contains a sub-surface delamination defect caused by hammer impact. The images reveal sideband generation at the loc...

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