Research Library

open-access-imgOpen AccessAcoustic Tomography of Temperature Field by Finite Element Method and Improved Singular Value Decomposition-Based Tikhonov Regularization
Author(s)
Haitao Zhang,
Qiang Li,
Liming Wang
Publication year2024
Publication title
ieee access
Resource typeMagazines
PublisherIEEE
The reconstruction algorithms play an important role in acoustic thermometry and are a research hotspot. This paper proposes a novel reconstruction method to improve the accuracy of temperature field reconstruction methods based on acoustic tomography. First, three mesh models are constructed by using the finite element method, which overcomes the defects of oversimplified classical discretization models. Secondly, the coefficient matrix A of the acoustic thermometry forward problem is calculated offline, and then the temperature values of several points in the measurement are obtained by solving the inverse problem using the improved regularization method based on singular value decomposition. Finally, the temperature profile of the entire region is obtained through interpolation. The correctness and feasibility of the proposed method are validated through simulations and experimental testing with three different temperature fields. Results show that the proposed method has satisfactory reconstruction accuracy and provides a different solution for reconstructing the ultrasound temperature field.
Subject(s)aerospace , bioengineering , communication, networking and broadcast technologies , components, circuits, devices and systems , computing and processing , engineered materials, dielectrics and plasmas , engineering profession , fields, waves and electromagnetics , general topics for engineers , geoscience , nuclear engineering , photonics and electrooptics , power, energy and industry applications , robotics and control systems , signal processing and analysis , transportation
Keyword(s)Temperature measurement, Acoustics, Image reconstruction, Temperature distribution, Reconstruction algorithms, Acoustic measurements, Iterative methods, Tomography, Finite element analysis, Singular value decomposition, Acoustic tomography, temperature field, finite element, singular value decomposition, regularization, interpolation
Language(s)English
SCImago Journal Rank0.587
H-Index127
eISSN2169-3536
DOI10.1109/access.2024.3382130

Seeing content that should not be on Zendy? Contact us.

The content you want is available to Zendy users.

Already have an account? Click here to sign in.
Having issues? You can contact us here