“Acoustic tomography, as a non-invasive temperature detection technology, has significant value in industrial process monitoring. Researchers have proposed a robust regularized extreme learning machine based acoustic tomography temperature distribution reconstruction method and established a two-stage reconstruction framework to provide a solution for high-resolution temperature monitoring of power plant boilers under high temperature and strong interference conditions.”