Projects per year
Abstract
Fast and continuous data acquisition (DAQ) with well resolved spectral information is essential for high-speed and high-fidelity measurement of thermophysical parameters of industrial processes using laser absorption spectroscopy tomography (LAST). However, the state-of-the-art DAQ systems suffer a) inability to collect raw spectral data in real time due to the very high data throughput; b) degradation of spectral integrity when excessive on-chip down-sampling is implemented to reduce data throughput. In this work, we designed a star-networked and reconfigurable DAQ system for real-time LAST imaging at kilo-Hz frame rate. The DAQ system is embedded with a new field programmable gate array (FPGA)-accelerated digital lock-in (DLI) technique, whereby a cascaded integrator-comb (CIC) filter is implemented for down-sampling of the raw signal with well-maintained spectral information. Furthermore, a customized data-encapsulation protocol is developed to enable continuity of real-time data communication between the front-end DAQ hubs and back-end processor. Performance of the developed DAQ system is experimentally validated by flame temperature imaging at 1 kHz, providing the necessary temporal
resolution to penetrate turbulent flow and related industrial processes such as reaction propagation.
resolution to penetrate turbulent flow and related industrial processes such as reaction propagation.
| Original language | English |
|---|---|
| Pages (from-to) | 2529-2539 |
| Journal | IEEE Transactions on Industrial Informatics |
| Volume | 20 |
| Issue number | 2 |
| Early online date | 24 Jul 2023 |
| DOIs | |
| Publication status | Published - 2024 |
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Dive into the research topics of 'FPGA-Accelerated Distributed Sensing System for Real-Time Industrial Laser Absorption Spectroscopy Tomography at Kilo-Hertz'. Together they form a unique fingerprint.Projects
- 2 Finished
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Laser Imaging of Turbine Engine Combustion Species (LITECS)
Mccann, H. (Principal Investigator), Liu, C. (Co-investigator) & Polydorides, N. (Co-investigator)
1/09/20 → 31/08/24
Project: Research
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In-situ Chemical Measurement and Imaging Diagnostics for Energy Process Engineering
Mccann, H. (Principal Investigator), Jia, J. (Co-investigator), Linne, M. (Co-investigator), Peterson, B. (Co-investigator) & Polydorides, N. (Co-investigator)
1/10/16 → 30/09/21
Project: Research