AI based fire detection and control system
Also Available Domains Raspberry pi|Image Processing|Embedded applications
Objective
The main objective of this project is to create a Fire alarm and prevention system which is a real-time monitoring system that detects the presence of smoke/ fire in the air and it has ability to remotely send an alert when a fire is detected.
Abstract
Internet of things (IoT) is the network of entities that consists of electronics, programmable software, sensors, and communication facility that enables these entities to gather and transfer data. The objective of the proposed system is to alert the remote user while the fire accidents occur. This system can be installed at any remote premise which has threat of fire accidents. Using this system, we can detect the fire by camera. So, sensors are not required to detect fire. The Arduino controller processes the camera input and detects fire using heat signatures. By using image processing method, the report is automatically generated and sends to the person immediately after the fire is detected in any part of the frame using Wi-Fi/GSM. On detecting fire, the system will go into emergency mode. The major advantages in this method are: sending the information to the person at any time, any place and remote monitoring for immediate actions.
Keywords: Fire detection, AI, Raspberry Pi.
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Hardware Requirements:
- Raspberry pi
- Camera
- GSM Module
- DC pump
- Micro SD Card
- Relay
- 5V Adapter
- Buzzer
- Jumper wires
Software Requirements:
- Python 3 IDE
- NOOBS Software
- VNC viewer
- Fritzing
Learning Outcomes
- Raspberry Pi Pin diagram and Architecture
- How to install NOOBS Software
- Setting up and Installation procedures for Raspberry Pi
- How to connect Raspberry Pi through VNC viewer?
- Introduction to Python3 IDE
- Commands in Python
- Basic coding in Python
- Working of DC pump
- Working of Relay
- Interface of relay and dc pump with raspberry pi
- What is serial communication?
- Working of GSM
- Interface of GSM with Raspberry Pi
- Interface of Buzzer with Raspberry Pi
- What is AI?
- How to interface camera with Raspberry pi?
- How to do real time monitoring of fire detection with camera using Raspberry Pi?
- About Project Development Life Cycle:
- Planning and Requirement Gathering(( software’s, Tools, Hardware components, etc.,)
- Schematic preparation
- Code development and debugging
- Hardware development and debugging
- Development of the Project and Output testing
- Practical exposure to:
- Hardware and software tools.
- Solution providing for real time problems.
- Working with team/ individual.
- Work on Creative ideas.
- Project development Skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
- Thesis writing skills
Paper Publishing
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Disclaimer - Takeoff Edu Group Projects are not associated or affiliated with IEEE in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, not projects of or by IEEE.
