Intelligent Fire Detection and Response System with Dynamic Nozzle Control and Evacuation Planning

The intelligent fire detection and response system integrates three key components: Fire Type Identification, Fire Tracking, and Dynamic Nozzle Control. The Fire Identification component uses a multi-sensor setup (temperature, smoke, and gas sensors) and machine learning models to classify fire types into categories A, B, and C. The Fire Tracking component combines real-time video monitoring and temperature sensors to predict and visualize fire spread dynamically. Dynamic Nozzle Control adjusts water pressure and nozzle angles based on fire severity, ensuring precise and efficient suppression. This integrated approach enhances fire management by ensuring accurate detection and targeted suppression

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Publication Details

Published
2024-12-04
DOI
https://doi.org/10.1109/icacrs62842.2024.10841667
Citations
1
Primary Topic
Fire Detection and Safety Systems
Type
article
Field-Weighted Citation Impact
0.36
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article

Intelligent Fire Detection and Response System with Dynamic Nozzle Control and Evacuation Planning

Lokesha Weerasinghe, M. S., Tret’yakova Ol’ga V., Rathnayaka R.M.S.T et al.
1 citations
Fire Detection and Safety Systems
0.36
article

Intelligent Fire Detection and Response System with Dynamic Nozzle Control and Evacuation Planning

Lokesha Weerasinghe, M. S., Tret’yakova Ol’ga V., Rathnayaka R.M.S.T, Revoni De Zoysa
article en
1 citations

Abstract

The intelligent fire detection and response system integrates three key components: Fire Type Identification, Fire Tracking, and Dynamic Nozzle Control. The Fire Identification component uses a multi-sensor setup (temperature, smoke, and gas sensors) and machine learning models to classify fire types into categories A, B, and C. The Fire Tracking component combines real-time video monitoring and temperature sensors to predict and visualize fire spread dynamically. Dynamic Nozzle Control adjusts water pressure and nozzle angles based on fire severity, ensuring precise and efficient suppression. This integrated approach enhances fire management by ensuring accurate detection and targeted suppression

Sri Lanka Institute of Information Technology (LK)
Climate action
Openalex Percentile: Top 35%
Fire Detection and Safety Systems
0.36
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Intelligent Fire Detection and Response System with Dynamic Nozzle Control and Evacuation Planning — Lokesha Weerasinghe, M. S., et al. · (2024) | TGRS Research Map | TGRS