Machine Vision Based Fire Flame Detection using Multi Features

International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 07 | July -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1935
MACHINE VISION BASED FIRE FLAME DETECTION USING MULTI
FEATURES
K.Vasu1, A.Surya prakash2, P.Mahesh Krishna3 , N.Sai Siva4,P.Purna Chandra Ramarao5
1,2,3,4,5 Student Department of EEE, Pragati Engineering College, Surampalem, A.P
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Abstract - Fire detection has many advantages over
traditional methods, such as fast response, non-contact. But
most of current methods for fire detection have highrates
of false alarms. In point of general fires, the flamesusually
display reddish colors. And as an important physicalfeature
of fire, the flame turbulent has a chaotic nature with
abundant size and shape variation. If we consider the flame is
made up of lots of spots, as a result of the turbulent movement,
the spots velocity vector will be different from each other. A
novel fire flame detection method based on color and
dynamic features is presented. The method is proposed as
followed, first, candidate fire regions are determined by flame
sensor and sends a signal to the Arduino controller which
activates the motor driver circuit which pumps the water. In
addition to fire detection ,Whenever there is an obstacle IR
sensor senses it and the robot generates fire.
Key Words: Arduino controller, IR sensor, flame sensor
1.INTRODUCTION
A robot is an automatic mechanical device often resembling
a human or animal. Modern robots are usually an electro-
mechanical machine guided by a computer
program or electronic circuitry. Military robots are
autonomous robots or remote-controlled devices designed
for military applications. MIDARS, a four-wheeled robot
outfitted with several cameras,radar,andpossiblya firearm,
that automatically performs random or pre-programmed
patrols around a military base or other government
installation. It alerts a human overseer when it detects
movement in unauthorized areas, or other programmed
conditions. The operator can then instruct the robot to
ignore the event, or take over remote control to deal with an
intruder, or to get better camera views of an emergency.The
robot would also regularly scan radio frequency
identification tags placed on stored inventory as it passed
and report any missing items.
The applications involved in the robot surveillance, fire,
shooting, Bluetooth app and stop the firing. Surveillance
robot is to recognize and detect motion automatically
around a robot's environment. The robot design has been
partitioned into control, and planning subsystems. Robotic
surveillance appliance is built on a moving platform
designed for surveillance and security tasks. This robot can
be operated in “remote eyes” or “automatic trip” modes.
2.Project Objective:
The project is designed to develop a fire fighting robot
using Bluetooth technology for remote operation. The
robotic vehicle is loaded with water tanker and a pump
which is controlled over wireless communication to throw
water. PIC microcontroller is used for the desired operation
3.Existing Technique:
Till now the firefighting robot has been used in times for the
military applications and up to now the fire has been
projected on to the target. These sensors will experience
self-heating that causes the measurement result is always
higher than actual temperature. It can detect up to 100
degrees only. It can be used for experimental purpose only.
4.Proposed Technique:
Apart from the existing technique, we are proposing an
additional advantage by destructing the fire using IR sensor.
Operating in real time, infrared detectors pick upmovement
making them useful in a variety of circumstances, including
their use by many fire departments allowing fire fighters, to
see through smoke. infrared detectorsarecommonlyusedin
the construction of skyscrapers and large structures to
detect leaks in pipes.
5.Working:
At the transmitting end using Mobile Phone, commands are
sent to the receiver to control the movement of the robot
either to move forward, backward and leftor rightetc.Atthe
receiving end three motors are interfaced to the
microcontroller where two of them are used for the
movement of the vehicle and the remaining one to position
the arm of the robot. The Bluetooth Transceiver acts as a
remote control that has the advantage of adequate range,
while microcontroller to driveDCmotorsvia motordriver IC
for necessary work. A water tank along with water pump is
mounted on the robot body and its operation is carried out
from the microcontroller output through appropriate signal
from the transmitting end. Thewholeoperationiscontrolled
by an PIC microcontroller. A motor driver IC is interfaced to
the microcontroller through which the controller drives the
motors.

With the development in the field of robotics, human
intrusion has become less and robots are being widely used
for safety purpose. In our day to day life fire accident has
become common and sometimesleadtohazardsthatmakeit
hard for the fireman to protect human life. In such cases the
firefighting robot is used to guard human live’s, wealth and
surroundings from the fire accidents. This firefighting robot
is a advanced project
6.NEED FOR THE FIRE FIGHTING ROBOT:
A firefighting robot is capable of detecting fire, if a house
catches fire while someone in the house is either sleeping or
not present in the house. by means of this robot, people and
properties can be safe from the fire accidents. The main
intention of this project is to design a fire fighting robot
using Android application for remote operation. The
firefighting robot has a water tanker to pump water and
spray it on fire; it is controlled through wireless
communication. For the desired operation, 8051
microcontrollers is used.
Fig. 6.1Circuit Diagram of Fire Fighting Robot
7.Specifications of Hardware:
Table -1:
HARDWARE
Relay 0.5” Bottom 0.5”
Transistor 0.5” Right 0.5”
Microcontroller Font Cambria / 10 pt
Bluetooth Heading 13 Point
Motors Spacing Single line spacing
8.Components Used:
8.1 IR Sensor:
An IR sensor can measure the heat of an object as well as
detects the motion. These types of sensors measure only
infrared radiation, rather than emitting it that is called as
a passive IR sensor.
Fig. 8.1.1 IR Sensor
8.2 Relay:
A type of relay that can handle the high power required to
directly control an electric motor or other loads is called
a contractor. Solid-state relays control power circuits with
no moving parts, instead using a semiconductor device to
perform switching. Relays with calibrated operating
characteristics and sometimes multiple operating coils are
used to protect electrical circuits from overload or faults; in
modern electric power systems these functions are
performed by digital instruments still called "protective
relays.
Fig. 8.2.1 IR Sensor
8.3 Bluetooth HC-05:
HC serial Bluetooth products consist of Bluetooth
serial interface module and Bluetooth adapter.Bluetooth
serial module is used for converting serial port to
Bluetooth. These moduls have two modes: master and
slaver device. The device named after even number is
defined to be master or slaver when out of factory and
can’t be changed to the other mode. But for the device
named after odd number, users can set the work mode
(master or slaver) of the device by ATcommands.

Fig. 8.3.1 Bluetooth Interfacing with Arduino
9.RESULT:
The fire fighting robot has obtained the desired results like
,turning of the robot in left right,front,back,canonclockwise
and canon anticlockwise, PLB clockwise and PLB
anticlockwise with the help of theprogramthatisdumped in
the micro controller ATMEGA 328P. Now the application of
the machine is seen that is generating the fire and also
pumping of water. By changing the state of the Bluetooth we
can control the output of the robot. when theBluetoothstate
is 1,then it moves in the forward direction and when it
changed to 2 it moves in the backward direction. If the
Bluetooth state is 3 and 4,it movesrightandleft respectively.
When the sensor detects the flames it operates the pump
with the help of a microcontroller or the pump can be
operated manually by changing the state of the Bluetooth to
5.The Bluetooth state 6 and 7 are used for the rotation of the
canon in anticlockwise andclockwisedirectionsrespectively
which is used to adjust the direction of generation of the
flame. By changing the Bluetooth state to 8 and 9 PLB
movement is controlled forward and backward
respectively.PLB is used for releasing the flammable gas
which is used to generate the flame.
Fig.9.1 Forward and backward movement of robot
Fig.9.2 Canon clockwise and anticlockwise movement
10.CONCLUSION:
The Surveillances the most prominent role in the operation
of the Multi Tasking Weapon Robot, as these Robot Work
under Tough Conditions in Which the Process Should be
Monitored Every Time in a desired Manner. Basically these
Robots are unmanned, so the condition should be first
monitored or visualized by the operator So that hecould use
a suitable application when and where it is necessary. So to
control of any Robots like Multi-Tasking for flying Robots
Surveillances Plays a Vital Role in operating the Robot or
Viewing the task that Is been done by the Robot's.
11.FUTURE SCOPE:
The project has been motivated by the desire to design a
system that can detect fires and take appropriate action,
without any human intervention.Thedevelopmentofsensor
networks and the maturity of robotics suggests that we can
use mobile agents for tasks that involve perception of an
external stimulus and reacting to the stimulus, even when
the reaction involves a significant amount of mechanical
actions. This provides us the opportunity to pass on to
robots tasks that traditionally humans had to do but were
inherently life- threatening.Fire-fighting is an obvious
candidate for such automation. Given the number of lives
lost regularly in firefighting, the system we envision is
crying for adoption.Ourexperiencesuggeststhatdesigninga
fire-fighting system with sensors and robots is within the
reach of the current sensor network and mobile agent
technologies. Furthermore, we believe that the techniques
developed in this work will carry over to other areas
involving sensing and reacting to stimulus, where we desire
to replace the human with an automated mobile agent. Of
course, this project has only scratched the surface. As in the
design simplifications andtheimplementationconstraintsin
suggest, our project is very much a proof-of-concept. In
particular, a practical autonomous fire-fightingsystemmust
include a collection of robots, communicating and
cooperating in the mission; furthermore, such a system
requires facilities forgoingthroughobstaclesinthepresence
of fire, and ability to receiveinstructionson-the-flyduring an

operation. All such concerns were outside the scope of this
project.
12.References:
[1] IEEE. Int. Conf. on Robotics and Automation. 1986.
[2] Handbook of Industrial Robotics,2ndEdition,editedby
Shimon Nof, 1998)
[3] Arduino. Arduino, 2010.
http://arduino.cc/en/Main/ArduinoBoardMega.
[4] Trinity College. Fire Fighting, 2010.
http://www.trincoll.edu/events/robot/.
[5] International Journal of Advanced Research in
Computer Engineering & Technology (IJARCET)
Volume 1, Issue 10, December 2012.

Machine Vision Based Fire Flame Detection using Multi Features

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Machine Vision Based Fire Flame Detection using Multi Features