Abstract
We present an autoencoder that can infer molar fractions and reference spectra based solely on mixture spectra. The model is demonstrated to work for C1-C3 hydrocarbon gas mixtures measured using an interband cascade laser. This method can ease the dependence of spectroscopic sensing on reference spectra.
| Original language | English |
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| Title of host publication | 2024 Conference on Lasers and Electro-Optics, CLEO 2024 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781957171395 |
| State | Published - 2024 |
| Externally published | Yes |
| Event | 2024 Conference on Lasers and Electro-Optics, CLEO 2024 - Charlotte, United States Duration: 7 May 2024 → 10 May 2024 |
Publication series
| Name | 2024 Conference on Lasers and Electro-Optics, CLEO 2024 |
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Conference
| Conference | 2024 Conference on Lasers and Electro-Optics, CLEO 2024 |
|---|---|
| Country/Territory | United States |
| City | Charlotte |
| Period | 7/05/24 → 10/05/24 |
Bibliographical note
Publisher Copyright:CLEO 2024 © Optica Publishing Group 2024 © 2024 The Author(s)
Keywords
- Hydrocarbons
- Laser modes
- Lasers and electrooptics
- Measurement by laser beam
- Quantum cascade lasers
- Sensors
- Temperature distribution
- Temperature measurement
- Temperature sensors
- Training
ASJC Scopus subject areas
- Process Chemistry and Technology
- Computer Networks and Communications
- Civil and Structural Engineering
- Electrical and Electronic Engineering
- Electronic, Optical and Magnetic Materials
- Instrumentation
- Atomic and Molecular Physics, and Optics