2019
DOI: 10.1109/jsen.2019.2895735
|View full text |Cite
|
Sign up to set email alerts
|

Long-Range Raman Distributed Fiber Temperature Sensor With Early Warning Model for Fire Detection and Prevention

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1

Citation Types

0
31
0

Year Published

2019
2019
2024
2024

Publication Types

Select...
7
1
1

Relationship

2
7

Authors

Journals

citations
Cited by 66 publications
(31 citation statements)
references
References 25 publications
0
31
0
Order By: Relevance
“…Another study has also been made in the use of multimode fiber for simultaneous measurement of liquid temperature via the ratio of the Raman Stokes and anti-Stokes components and refractive index using the Fresnel reflection of the forward-scattered Raman Stokes signal from the fiber [45]. A mechanism for early warning for fire prediction in a long-range RDTS system has been proposed and demonstrated using first and second order moving average methods, resulting in the prediction of temperature trends in advance of 43 sec [46]. Owing to the large amount of data involved in long distances, such systems can benefit from further investigations in more robust prediction algorithms, including the use of AI and big data storage and processing services.…”
Section: Pulse Coding In Rdts and Addressing Cross-sensitivity Betweementioning
confidence: 99%
“…Another study has also been made in the use of multimode fiber for simultaneous measurement of liquid temperature via the ratio of the Raman Stokes and anti-Stokes components and refractive index using the Fresnel reflection of the forward-scattered Raman Stokes signal from the fiber [45]. A mechanism for early warning for fire prediction in a long-range RDTS system has been proposed and demonstrated using first and second order moving average methods, resulting in the prediction of temperature trends in advance of 43 sec [46]. Owing to the large amount of data involved in long distances, such systems can benefit from further investigations in more robust prediction algorithms, including the use of AI and big data storage and processing services.…”
Section: Pulse Coding In Rdts and Addressing Cross-sensitivity Betweementioning
confidence: 99%
“…It has achieved a temperature measurement accuracy of 1.58°C over 11.5 km sensing distance [12]. The dual-demodulation system uses the ratio of anti-Stokes light over Rayleigh light [29] or Stokes light [10], [30]- [31]. Compared to the self-demodulation system, dual-demodulation system can optimize the temperature stability due to the calibration of Stokes signal.…”
Section: Loop Configuration With Reference Fiber For Temperature Measmentioning
confidence: 99%
“…If you are using an existing system, it will take time to identify and determine the cause of the fire, especially unless the firefighter is in a very small area. With an easy-to-handle fire alarm system, firefighters instantly know the cause of the fire [11][12][13].…”
Section: Introductionmentioning
confidence: 99%