Efficient and Reliable Thickness Measurement Method for Multilayer Coatings Based on Terahertz Time-Domain Spectroscopy

被引:10
作者
Cao Binghua [1 ]
Zheng Dedong [1 ]
Fan Mengbao [2 ]
Sun Fengshan [2 ]
Liu Lin [3 ]
机构
[1] China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221000, Jiangsu, Peoples R China
[2] China Univ Min & Technol, Sch Mechatron Engn, Xuzhou 221000, Jiangsu, Peoples R China
[3] Beijing Inst Aerosp Metrol & Measurement Technol, Beijing 100076, Peoples R China
关键词
measurement; terahertz; thickness measurement; multilayer coatings; teaching and learning optimization algorithm; theoretical model; NONDESTRUCTIVE EVALUATION;
D O I
10.3788/AOS202242.0112001
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
To realize a fast and reliable thickness measurement of multilayer coatings based on terahertz technology, an adaptive teaching-learning-based optimization algorithm was proposed. In this algorithm, the standard Kent chaotic mapping was improved to increase the initial population diversity. Moreover, the teaching and learning phases were enhanced based on step adjustment optimization and suboptimal individual optimization to achieve improved optimization accuracy and efficiency of algorithm. Then, the proposed algorithm was combined with a theoretical model for measuring multilayer sample thicknesses with terahertz waves. A method for determining the thickness of the coatings was developed. Finally, multilayer coatings were prepared and terahertz nondestructive testing experiments were performed. Results show that the efficiency of the proposed method is twice that of the global optimal algorithm. The thickness, refractive index, and extinction coefficient of the multilayer coatings can be obtained quickly in a single measurement in only similar to 50 s. The relative error of the measured multilayer coating thickness is within 1.5%, and the maximum standard deviation is no more than 1.7 mu m. Based on the terahertz measurement signal, the proposed method can be used to efficiently, accurately, and reliably determine the thickness of multilayer coatings.
引用
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页数:11
相关论文
共 26 条
[11]   Generalization of the Rouard method to an absorbing thin-film stack and application to surface plasmon resonance [J].
Lecaruyer, Pierre ;
Maillart, Emmanuel ;
Canva, Michael ;
Rolland, Jannick .
APPLIED OPTICS, 2006, 45 (33) :8419-8423
[12]   Quantitative evaluation of thermal barrier coating based on eddy current technique [J].
Li, Yong ;
Chen, Zhenmao ;
Mao, Ying ;
Qi, Yong .
NDT & E INTERNATIONAL, 2012, 50 :29-35
[13]  
LiuD QiangPF, 2016, J ACTA OPTICASINICA, V368
[14]  
Nguyen DT, 2016, INT CONF INFRA MILLI
[15]   Materials science - Thermal barrier coatings for gas-turbine engine applications [J].
Padture, NP ;
Gell, M ;
Jordan, EH .
SCIENCE, 2002, 296 (5566) :280-284
[16]   Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems [J].
Rao, R. V. ;
Savsani, V. J. ;
Vakharia, D. P. .
COMPUTER-AIDED DESIGN, 2011, 43 (03) :303-315
[17]   An adaptive inertia weight teaching-learning-based optimization algorithm and its applications [J].
Shukla, Alok Kumar ;
Singh, Pradeep ;
Vardhan, Manu .
APPLIED MATHEMATICAL MODELLING, 2020, 77 :309-326
[18]   Comparison of different one-dimensional maps as chaotic search pattern in chaos optimization algorithms [J].
Tavazoei, Mohammad Saleh ;
Haeri, Mohammad .
APPLIED MATHEMATICS AND COMPUTATION, 2007, 187 (02) :1076-1085
[19]   Stratified dispersive model for material characterization using terahertz time-domain spectroscopy [J].
van Mechelen, J. L. M. ;
Kuzmenko, A. B. ;
Merbold, H. .
OPTICS LETTERS, 2014, 39 (13) :3853-3856
[20]  
[王卓 Wang Zhuo], 2018, [光学学报, Acta Optica Sinica], V38, P0912003