Machine-Learning-Based Reconstruction of Flame Temperature and CO<sub>2</sub> Concentration Fields

Yicheng Zhang; Yongkang Han; Ya Zhou; Tao Ren; Xunchen Liu

doi:10.3788/AOS202040.2312003

Acta Optica Sinica, Volume. 40, Issue 23, 2312003(2020)

Machine-Learning-Based Reconstruction of Flame Temperature and CO₂ Concentration Fields

Yicheng Zhang¹, Yongkang Han¹, Ya Zhou¹, Tao Ren^1、*, and Xunchen Liu²

Author Affiliations

¹China-UK Low Carbon College, Shanghai Jiao Tong University, Shanghai 201306, China

²School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

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Yicheng Zhang, Yongkang Han, Ya Zhou, Tao Ren, Xunchen Liu. Machine-Learning-Based Reconstruction of Flame Temperature and CO₂ Concentration Fields[J]. Acta Optica Sinica, 2020, 40(23): 2312003

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Paper Information

Category: Instrumentation, Measurement and Metrology

Received: Jul. 6, 2020

Accepted: Aug. 14, 2020

Published Online: Nov. 23, 2020

The Author Email: Ren Tao (tao.ren@sjtu.edu.cn)

DOI:10.3788/AOS202040.2312003

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology