Fast temperature extraction approach for BOTDA using Generalized Linear Model

Nur Dalilla Nordin; Fairuz Abdullah; Mohd Saiful Dzulkefly Zan; Aiman Ismail; M. Z. Jamaludin; Ahmad Ashrif A. Bakar

doi:10.1109/ICP46580.2020.9206466

Fast temperature extraction approach for BOTDA using Generalized Linear Model

Nur Dalilla Nordin, Fairuz Abdullah, Mohd Saiful Dzulkefly Zan, Aiman Ismail, M. Z. Jamaludin, Ahmad Ashrif A. Bakar

School of Engineering & Physical Sciences

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

2 Citations (Scopus)

Abstract

Fast temperature extraction approach for Brillouin optical time domain analyzer (BOTDA) system using Generalized Linear Model (GLM) is demonstrated experimentally. The training dataset for GLM is designed in order to make it feasible for the measurand extraction. The advantage of using this method is that it is fast as compared to conventional method where the determination of Brillouin frequency shift (BFS) and then translating BFS to temperature or strain can be eliminated. The results of temperature distribution along the fiber between the conventional method and GLM shows comparable accuracy.

Original language	English
Title of host publication	2020 IEEE 8th International Conference on Photonics (ICP)
ISBN (Electronic)	978-1-7281-0518-5
DOIs	https://doi.org/10.1109/ICP46580.2020.9206466
Publication status	Published - 28 Sept 2020
Event	2020 IEEE 8th International Conference on Photonics - Kota Bharu, Malaysia Duration: 12 May 2020 → 30 Jun 2020

Conference

Conference	2020 IEEE 8th International Conference on Photonics
Abbreviated title	ICP 2020
Country/Territory	Malaysia
City	Kota Bharu
Period	12/05/20 → 30/06/20

Keywords

temperature measurement
scattering
temperature distribution
optical fibre sensor

Access to Document

10.1109/ICP46580.2020.9206466

Cite this

@inproceedings{b5ac040bef064d0cbb67ebf3f4d97033,

title = "Fast temperature extraction approach for BOTDA using Generalized Linear Model",

abstract = "Fast temperature extraction approach for Brillouin optical time domain analyzer (BOTDA) system using Generalized Linear Model (GLM) is demonstrated experimentally. The training dataset for GLM is designed in order to make it feasible for the measurand extraction. The advantage of using this method is that it is fast as compared to conventional method where the determination of Brillouin frequency shift (BFS) and then translating BFS to temperature or strain can be eliminated. The results of temperature distribution along the fiber between the conventional method and GLM shows comparable accuracy.",

keywords = "temperature measurement, scattering, temperature distribution, optical fibre sensor",

author = "Nordin, {Nur Dalilla} and Fairuz Abdullah and Zan, {Mohd Saiful Dzulkefly} and Aiman Ismail and Jamaludin, {M. Z.} and Bakar, {Ahmad Ashrif A.}",

year = "2020",

month = sep,

day = "28",

doi = "10.1109/ICP46580.2020.9206466",

language = "English",

booktitle = "2020 IEEE 8th International Conference on Photonics (ICP)",

note = "2020 IEEE 8th International Conference on Photonics, ICP 2020 ; Conference date: 12-05-2020 Through 30-06-2020",

}

TY - GEN

T1 - Fast temperature extraction approach for BOTDA using Generalized Linear Model

AU - Nordin, Nur Dalilla

AU - Abdullah, Fairuz

AU - Zan, Mohd Saiful Dzulkefly

AU - Ismail, Aiman

AU - Jamaludin, M. Z.

AU - Bakar, Ahmad Ashrif A.

PY - 2020/9/28

Y1 - 2020/9/28

N2 - Fast temperature extraction approach for Brillouin optical time domain analyzer (BOTDA) system using Generalized Linear Model (GLM) is demonstrated experimentally. The training dataset for GLM is designed in order to make it feasible for the measurand extraction. The advantage of using this method is that it is fast as compared to conventional method where the determination of Brillouin frequency shift (BFS) and then translating BFS to temperature or strain can be eliminated. The results of temperature distribution along the fiber between the conventional method and GLM shows comparable accuracy.

AB - Fast temperature extraction approach for Brillouin optical time domain analyzer (BOTDA) system using Generalized Linear Model (GLM) is demonstrated experimentally. The training dataset for GLM is designed in order to make it feasible for the measurand extraction. The advantage of using this method is that it is fast as compared to conventional method where the determination of Brillouin frequency shift (BFS) and then translating BFS to temperature or strain can be eliminated. The results of temperature distribution along the fiber between the conventional method and GLM shows comparable accuracy.

KW - temperature measurement

KW - scattering

KW - temperature distribution

KW - optical fibre sensor

U2 - 10.1109/ICP46580.2020.9206466

DO - 10.1109/ICP46580.2020.9206466

M3 - Conference contribution

BT - 2020 IEEE 8th International Conference on Photonics (ICP)

T2 - 2020 IEEE 8th International Conference on Photonics

Y2 - 12 May 2020 through 30 June 2020

ER -

Fast temperature extraction approach for BOTDA using Generalized Linear Model

Abstract

Conference

Keywords

Access to Document

Fingerprint

Cite this