Standard

2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms. / Wolf, A. A.; Shabalov, N. A.; Kokhanovskiy, A. Yu et al.

2022 International Conference Laser Optics, ICLO 2022 - Proceedingss. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 International Conference Laser Optics, ICLO 2022 - Proceedingss).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Wolf, AA, Shabalov, NA, Kokhanovskiy, AY, Kamynin, VA & Babin, SA 2022, 2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms. in 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss. 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss, Institute of Electrical and Electronics Engineers Inc., 2022 International Conference Laser Optics, ICLO 2022, St. Petersburg, Russian Federation, 20.06.2022. https://doi.org/10.1109/ICLO54117.2022.9840107

APA

Wolf, A. A., Shabalov, N. A., Kokhanovskiy, A. Y., Kamynin, V. A., & Babin, S. A. (2022). 2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms. In 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss (2022 International Conference Laser Optics, ICLO 2022 - Proceedingss). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICLO54117.2022.9840107

Vancouver

Wolf AA, Shabalov NA, Kokhanovskiy AY, Kamynin VA, Babin SA. 2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms. In 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 International Conference Laser Optics, ICLO 2022 - Proceedingss). doi: 10.1109/ICLO54117.2022.9840107

Author

Wolf, A. A. ; Shabalov, N. A. ; Kokhanovskiy, A. Yu et al. / 2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms. 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 International Conference Laser Optics, ICLO 2022 - Proceedingss).

BibTeX

@inproceedings{df6bf936d64045ab9a414ec162d71f57,
title = "2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms",
abstract = "We present experimental result on 2D temperature field reconstruction on the surface of the aluminum plate with embedded optical fiber. The principle of reconstruction is based on the backscattering optical signal processing by a trained machine-learning algorithm. ",
keywords = "machine learning, optical fiber sensor, optical frequency domain reflectometry",
author = "Wolf, {A. A.} and Shabalov, {N. A.} and Kokhanovskiy, {A. Yu} and Kamynin, {V. A.} and Babin, {S. A.}",
note = "Funding Information: The work was supported by the Russian Federation Budget (IA&E SB RAS project №121030500067-5), LUNA OBR 4600 was provided by the Multiple-Access Center of the IA&E SB RAS. Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 International Conference Laser Optics, ICLO 2022 ; Conference date: 20-06-2022 Through 24-06-2022",
year = "2022",
doi = "10.1109/ICLO54117.2022.9840107",
language = "English",
isbn = "9781665466646",
series = "2022 International Conference Laser Optics, ICLO 2022 - Proceedingss",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2022 International Conference Laser Optics, ICLO 2022 - Proceedingss",
address = "United States",

}

RIS

TY - GEN

T1 - 2D Temperature Field Reconstruction Using OFDR and Machine Learning Algorithms

AU - Wolf, A. A.

AU - Shabalov, N. A.

AU - Kokhanovskiy, A. Yu

AU - Kamynin, V. A.

AU - Babin, S. A.

N1 - Funding Information: The work was supported by the Russian Federation Budget (IA&E SB RAS project №121030500067-5), LUNA OBR 4600 was provided by the Multiple-Access Center of the IA&E SB RAS. Publisher Copyright: © 2022 IEEE.

PY - 2022

Y1 - 2022

N2 - We present experimental result on 2D temperature field reconstruction on the surface of the aluminum plate with embedded optical fiber. The principle of reconstruction is based on the backscattering optical signal processing by a trained machine-learning algorithm.

AB - We present experimental result on 2D temperature field reconstruction on the surface of the aluminum plate with embedded optical fiber. The principle of reconstruction is based on the backscattering optical signal processing by a trained machine-learning algorithm.

KW - machine learning

KW - optical fiber sensor

KW - optical frequency domain reflectometry

UR - http://www.scopus.com/inward/record.url?scp=85136351194&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/177d1128-704d-3e1a-bb9f-8d1248b886fa/

U2 - 10.1109/ICLO54117.2022.9840107

DO - 10.1109/ICLO54117.2022.9840107

M3 - Conference contribution

AN - SCOPUS:85136351194

SN - 9781665466646

T3 - 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss

BT - 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 International Conference Laser Optics, ICLO 2022

Y2 - 20 June 2022 through 24 June 2022

ER -

ID: 37038596