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Ultrasonic Computed Tomography Imaging Method of Concrete Materials Based on Simulated Annealing Genetic Algorithm
Authors:Li Qiufeng  Wang Yu  Liu Rongmei  Gu Wei  Ao Feng
Institution:1. The Ministry of Education Key Laboratory of NDT, Nanchang Hangkong University, Nanchang 330063, P.R.China;Laboratory of Modern Acoustics of MOE, Nanjing University, Nanjing 210093, P.R.China
2. The Ministry of Education Key Laboratory of NDT, Nanchang Hangkong University, Nanchang 330063, P.R.China
3. College of Aerospace Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, P.R.China
Abstract:Stability and accuracy of the imaging results are still unmet practical demands for ultrasonic computed tomography(CT)of concrete material.To address these issues,a CT technique based on simulated annealing genetic algorithm(SAGA)is presented in this work.Firstly,a natural weight matrix with clear physical meaning is introduced in the inverse algorithm and then a quadric broadening objective function is formed according to the propagation characteristics of ultrasound in concrete.After that,the simulated annealing(SA)searching is added to speed up the inverse process and to improve the convergence and stability of the algorithm.Finally,the optimal inverse imaging results have been achieved by variable ectopic adaptive genetic algorithm.The numerical simulation experiments have shown that the usage of the correct priori information and the excellent characteristic of SAGA in searching the global minimum value of the function have produced accurate and effective results with stable numerical values.The imaging resolution is improved and the imagining results reflecting the inner defections of the tested objects are more reliable and accurate.
Keywords:concrete materials  computed tomography (CT) imaging  simulated annealing genetic algorithm  imaging quality
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