A Review on Acoustic Reconstruction of Temperature Profiles: From Time Measurement to Reconstruction Algorithm

被引:7
|
作者
Yu, Yang [1 ,2 ]
Xiong, Qingyu [1 ,3 ]
Ye, Zhi-Sheng [2 ]
Liu, Xingchen [4 ]
Li, Qiude [5 ]
Wang, Kai [6 ]
机构
[1] Chongqing Univ, Sch Big Data & Software Engn, Chongqing 401331, Peoples R China
[2] Natl Univ Singapore, Dept Ind Syst Engn & Management, Singapore 117576, Singapore
[3] Chongqing Univ, Key Lab Dependable Serv Comp Cyber Phys Soc, Minist Educ, Chongqing 401331, Peoples R China
[4] City Univ Hong Kong, Dept Adv Design & Syst Engn, Hong Kong, Peoples R China
[5] Guizhou Med Univ, Sch Biol & Engn, Guiyang 550004, Peoples R China
[6] Chongqing Univ, Sch Automat, Chongqing 400044, Peoples R China
基金
中国国家自然科学基金;
关键词
Temperature measurement; Acoustic measurements; Acoustics; Reconstruction algorithms; Image reconstruction; Temperature distribution; Signal processing algorithms; Acoustic tomography; error analysis; regularization methods; temperature profile reconstruction; time of flight (TOF); OF-FLIGHT MEASUREMENT; SIGNAL-PROCESSING TECHNIQUES; KRYLOV SUBSPACE METHODS; MODEL-BASED ESTIMATION; ILL-POSED PROBLEMS; TIKHONOV REGULARIZATION; ULTRASONIC SYSTEM; MATRIX COMPLETION; STORED GRAIN; DISTANCE MEASUREMENT;
D O I
10.1109/TIM.2022.3203097
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Acoustic tomography is a technique widely used in nonintrusive temperature measurement. The time of flight (TOF) of acoustic waves can be used to estimate the temperatures of a measurement area. After obtaining the TOF of some transmitter-receiver pairs, the temperature profile of the probed area can be estimated by some reconstruction algorithms. Temperature profiles play a critical role in the safe operation and efficient control of thermal-related mechanical systems. This article aims to present a systematic review of the acoustic reconstruction of the temperature profile, including TOF measurements and reconstruction algorithms. First, time-domain, Fourier-domain, and hybrid-domain methods for the TOF measurement are revisited and discussed. Second, algorithms for the solution of the reconstruction model are reviewed from three groups of regularization methods. We also discuss how to choose the regularization parameter and form a good preconditioner for fast calculation. Third, some extensions in TOF measurements and reconstruction methods and potential errors that may affect acoustic reconstruction are also discussed. Finally, some applications are presented. A framework for the whole reconstruction process can be a useful resource to help researchers select a proper method for specific applications.
引用
收藏
页数:24
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