[HTML][HTML] Laser sensors for energy systems and process industries: Perspectives and directions

A Farooq, ABS Alquaity, M Raza, EF Nasir… - Progress in Energy and …, 2022 - Elsevier
Sensors are perhaps the most important and integral components of our modern society.
With global warming and environmental pollution garnering ever-increasing attention, as …

Volumetric emission tomography for combustion processes

SJ Grauer, K Mohri, T Yu, H Liu, W Cai - Progress in Energy and …, 2023 - Elsevier
This is a comprehensive, critical, and pedagogical review of volumetric emission
tomography for combustion processes. Many flames that are of interest to scientists and …

Flow field tomography with uncertainty quantification using a Bayesian physics-informed neural network

JP Molnar, SJ Grauer - Measurement Science and Technology, 2022 - iopscience.iop.org
We report a new approach to flow field tomography that uses the Navier–Stokes and
advection–diffusion equations to regularize reconstructions. Tomography is increasingly …

Identification of oil–water-gas flow patterns by super-sparse near-infrared wavelengths sensor

Y Li, Z Du, M Jia, J Han, J Xia, R Yang, H Liu… - Infrared Physics & …, 2023 - Elsevier
This paper puts forward a method of using two wavelengths of near-infrared light to identify
the oil–gas-water mixed flow patterns. Propose a new method of multiple correlation …

U-Net applied to retrieve two-dimensional temperature and CO2 concentration fields of laminar diffusion flames

H Li, T Ren, X Liu, C Zhao - Fuel, 2022 - Elsevier
Direct absorption spectroscopy measurement of the 4. 3 μ m CO 2 using interband cascade
laser with a high spectral resolution, provides theoretical feasibility to retrieve the spatial …

Direct background-oriented schlieren tomography using radial basis functions

H Cai, Y Song, Y Ji, Z Li, A He - Optics Express, 2022 - opg.optica.org
Background-oriented schlieren tomography (BOST) is effective for flow field measurement;
however, different from general computed tomography (CT), the BOST utilizes the deflection …

A quality-hierarchical temperature imaging network for TDLAS tomography

J Si, G Fu, Y Cheng, R Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Tunable diode laser absorption spectroscopy (TDLAS) tomography is a well-established
combustion diagnostic technique for imaging 2-D cross-sectional distributions of critical flow …

Background-oriented Schlieren tomography using gated recurrent unit

L Bo, H Cai, Y Song, Y Ji, Z Li, A He - Optics Express, 2023 - opg.optica.org
Current Background-oriented schlieren tomography (BOST) methods rely primarily on
iterative algorithms for reconstruction. Before reconstruction, a weight projection matrix was …

Perspectives on instrumentation development for chemical species tomography in reactive-flow diagnosis

C Liu, H McCann, L Xu - Measurement Science and Technology, 2023 - iopscience.iop.org
Chemical species tomography (CST) has been deployed in a wide range of applications in
the last two decades for multi-dimensional measurement of gaseous flow fields. CST offers …

Y-Net: a dual-branch deep learning network for nonlinear absorption tomography with wavelength modulation spectroscopy

Z Wang, N Zhu, W Wang, X Chao - Optics Express, 2022 - opg.optica.org
This paper demonstrates a new method for solving nonlinear tomographic problems,
combining calibration-free wavelength modulation spectroscopy (CF-WMS) with a dual …