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
Authors
- Lokesha Weerasinghe
- M. S. (ORCID: https://orcid.org/0009-0003-8234-8579)
- Tret’yakova Ol’ga V.
- Rathnayaka R.M.S.T
- Revoni De Zoysa
Institutions
- Sri Lanka Institute of Information Technology (LK)
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