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Automatic detection of impact damage in carbon fiber composites using active thermography
Institution:1. Department of Computer Engineering, University of Oviedo, Campus de Viesques, 33204 Gijón, Spain;2. Aeronautical Technology Centre (CTA), Parque Tecnológico de Álava, Juan de la Cierva 1, 01510 Miñano, Spain;1. School of Mechanical & Electrical Engineering, Jiangsu Normal University, Xuzhou 221116, China;2. TangShan Key Laboratory of Mechatronics, Tangshan College, Tangshan 063000, China;3. State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
Abstract:Accidental impacts can severely reduce the structural strength and stability of composite materials, which can lead to severe consequences due to the degradation of the mechanical properties of components designed to perform for decades. Because accidental impacts are difficult to avoid, robust and reliable inspection methods to detect impact damage are required. Many methods have been proposed recently. However, most of them require an experienced technician to analyze the data, which leads to a significant decrease in manufacturing productivity. This work proposes a method to automatically detect impact damage in carbon fiber composites using active thermography. The proposed system detects defects caused by impact damage in the infrared images without human intervention. Impact damage detection is performed using a robust method based on an active thermographic inspection. Thermographic data is preprocessed to improve signal-to-noise ratio and to remove non-uniform background caused by non-uniform heating. Then, peaks and edges are identified and clustered, and regions corresponding to impact damage are detected. The proposed procedure has been applied to three specimens that contain 6 and 12 plies, different types of cores, and damage caused by energies from 6 J to 50 J. All defects are detected correctly.
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