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© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1753
Design And Development of Fire Fighting Robot
Jay Sathe1, Vrushabh Raut2, Rahul Peddapelli3 , Janardhan Waghchaure4 , Mr.V.W.Bembrekar5
Mechanical Engineering Department,
D.Y. Patil College of Engineering, Akurdi, Pune, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract -
This research paper discusses the design anddevelopmentofa
fire fighting robot based on the Arduino microcontroller
platform. The robot is designed to navigate manually through
an environment and extinguish fires using a water pump and
nozzle pair. The paper presents the hardware and software
components of the robot, including the motor control system,
sensors, and algorithms for obstacle detection and fire
detection (OpenCV). The robot is also equippedwithawireless
communication (Bluetooth module) system that enables
remote control and monitoring of its activities. Overall, this
study demonstrates the feasibility and effectiveness of using
Arduino-based platforms for the development of advanced
firefighting robots.
Key Words: Firefighting robot, Arduino Mega, Bluetooth
module (HC-05), Water pump, ultrasonic sensor, flame
sensor, smoke sensor (MQ9), Motor controller (L239D) ,
relays , buzzer , OpenCV / python.
1.INTRODUCTION
Fire accidents are a significantthreattobothhuman
life and property. Despite advances in firefighting
technology, firefighters continue to face numerous
challenges while extinguishing fires, such as accessibility to
the fire site, visibility, and smoke inhalation. This paper
presents the design and development of a firefighting robot
based on the Arduino microcontroller platform. Therobot is
equipped with a water pump and a rangeofsensorstodetect
fires and obstacles in its path. The robot is also capable of
navigating manually through the environment and can be
remotely controlled by a human operator. The use of
Arduino platform makes the robot cost-effective and easily
accessible for researchers.
The paper presents a steptowardsthedevelopment
of advanced robotic systems that can assist firefighters in
their tasks, making firefighting safer, more efficient, and
effective.
2. LITRATURE SURVEY
2.1 Infrared Image Sensor for Fire Location, Alessandro
Pesatori, AlessandroMagnani,MicheleNorgia [1]Thisarticle
presents a novel sensor and interpolation method for fire
localization in enclosed settings like rooms or highway
tunnels. The aim is to detect and pinpoint the origin of a fire
using image data obtained from two thermopile arrays. By
accurately locating the source of the fire,thissystem enables
effective positioning of fire extinguishers to prevent fire
spread. Notably, this system holds great promise for
implementation in closed environments due to its cost-
effectiveness and straightforward installation, thereby
enhancing fire prevention measures.
2.2 A Survey on Fire Safety Measures for Industry Safety
Using IOT Mon Arjay F. Malbog, Luisito Lolong Lacatan,
Rhowel M. Dellos [2] In this study, various image processing
algorithms were examined and multiple edge detection
techniques were evaluated to identify the most effective
approaches for fire detection using image processing. The
RGB (Red, Green, and Blue) Colour Model and HSV
conversion were utilizedto extractfire-relatedfeatures.Two
edge detection methods were employed: Sobel, which
detects vertical and horizontal edges separately, and Canny,
which identifies edges while suppressing noise. By
leveraging these algorithms, the detection of fire growth,
particularly in the event of a disaster, becomes significantly
more feasible through the application of image processing
and advanced algorithms.
2.3. Improvement of Fully Automatic Fire ExtinguishSystem
for Residential Use. Ryo Takeuchia , Kouki Yamaguchib,
HayatoTakahashib, MasahikoHanadac , HiromichHanadac
[3] This system has the capability to automatically initiate
fire extinguishing in a household setting. Notably, it
incorporates features that enable remote control operation
of the extinguisher through a web browser interface.
Furthermore, the system utilizes a Python program with
OpenCV to process the infrared camera images.Asa result,it
can automatically detect fires and promptly alerttheuser.In
this study, enhancements were made to expandthesystem's
fire detection capabilities, allowing for the detection of a
broader range of fire incidents.
2.4. Autonomous Fire Fighter Robot Based on Image
Processing. A.Q.M. Sazzad Sayyed1, Md. Tasnimul Hasan1,
Shakib Mahmoo1 [4] In this research paper, we introduce a
design methodology and the practical realization of an
affordable autonomous robot prototype. This robot can
detect the presence of fire in its environment and taking
appropriate actions to extinguish it. Equipped with a
mounted camera, the prototypecontinuouslycapturesvideo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1754
footage of its surroundings, which is then utilized for fire
detection within its vicinity. To detect fire, an image
processing algorithm was devised and tested using a
database created by the authors. The robot's performance
and accuracy were evaluated in various locations, and the
success rate of fire detection and heading angle
measurement was measured to assess its effectiveness.
2.5. A Survey on Fire Safety Measures for Industry Safety
Using IOT. N.Savitha , Dr.S.Malathi [5] This survey examines
the primary causes of fire accidents and analyses the safety
measures implemented based on relevant technologies.
Currently, IoT has been widely employed for enhancing
safety protocols. However, most fire detection methods
predominantly detect fires once they have already been
triggered. In the proposed system, the focus is on
implementing fire safety practices specifically for the
firecracker industry. The aim is to analyse the root causes of
fires and prevent them from occurring before any triggering
events take place.
3. METHODOLOGY
3.1 Problem Definition.
The problem addressed in the research paper is the
increasing severity of fires in various environments, which
pose significant risks and challenges to human firefighters.
The proposed solution is a firefighting robot based on the
Arduino platform, designed to navigate manually, detect
fires, and extinguish them using a water pump. The robot
can be remotely controlled, reducing the risks faced by
human firefighters. The proposed robot is intended to be
efficient, effective, safe, and feasible, providing a valuable
tool for firefighters to combat fires in various environments.
3.2 Problem planning and Designing the Robot
3.2.1 Design conceptualization of robot: The robot
design involves the creation and assembly of a sturdy and
highly manoeuvrable hardware chassis. For our prototype,
we have opted to use a plywood platform, which provides a
solid foundation for the robot's structure. Please refer to
Figure 1 below for an illustration of the robot's design with
the plywood platform.
Fig -1: Robot’s Schematic Picture
3.2.2 To facilitate remote control of the robot, we will
utilize a built-in app for the Android device. Our chosen
approach involvesintegratingtheBluetoothmodule(HC-05)
with an Arduino board. The Bluetooth module establishes a
wireless connection between the robot and the Android
device. By utilizing the pre-existing built-in app, we can
easily control the robot's movements without the need to
develop a separate custom app. This setup provides a
convenient and efficient solution for remote controlling the
robot using an Android device.
Fig -2: Primary fire Detection System (using OpenCV)
Fig -3: Secondary fire Detection System (using sensors)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1755
3.2.3 Implement fire detection: To enable fire detection
capabilities, the robot will be equipped with sensors
designed to detect fires from a distance. Please refer to
Figure 1 and Figure 2 for visual reference. The primary
circuit of the robot is responsible for detecting flames or fire
initially. If a fire is detected, the secondary system will verify
the signal to ensure the presence of a fire. This dual
verification process enhances the reliability and accuracy of
the fire detection system integrated into the robot.
3.2.4 Implement water cannon control: The design
incorporates a controllable water cannon system with the
necessary force to effectively extinguish fires. For the
prototype, we have integrated a water pump,specificallythe
SP mini water pump designed to operate on 3-6 Volts DC.
This water pump provides the necessary pressure and flow
rate to propel water from the cannon with sufficient force.
3.2.5 Implementobstacleavoidancesystem:To enhance
the robot's collision avoidance capabilities, we have
integrated ultrasonic sensors into its design. These sensors
enable the robot to detect obstacles in its path and
effectively avoid collisions. By utilizing ultrasonic
technology, the robotcanemitsoundwavesandmeasure the
time it takes for the waves to bounce back after hitting an
object. This information allows the robot to determine the
distance to the obstacle.
3.2.6 Implement fire alarm system: If both the primary
and secondary fire detection systems confirm the presence
of a fire, an alarm will be activated. This alarm serves as an
audible alert to notify users or individuals in the vicinity of
the fire. The activation of the alarm ensures that prompt
action can be taken to address the fire and mitigatepotential
risks.
3.2.7 Implement electrical Power supply: To power the
microcontroller (Arduino Mega), a 5V DC power source has
been provided. This power source supplies the necessary
voltage to the microcontroller, allowing it to function
properly. Additionally, for powering the motors, a 12V/1.5
Amp AC adapter has been utilized. This adapterprovidesthe
required power to drive the motors, enabling the robot to
move and perform its designated tasks effectively. The
separation of power sources ensures appropriate voltage
levels for the microcontroller and the motors, facilitating
their respective operations.
3.2.8 Test the robot in simulated scenarios: Conduct
simulated firefighting scenarios to test the robot's
performance in navigation, fire detection, and fire
extinguishing tasks.
3.2.9 Components used: Below are thecomponents we
have used in our prototype robot.
Table -1: Components Specification
3.3 Working
3.3.1 The primary fire detection system operates
through a computer vision algorithm. In this system, we
utilized the OpenCV module in Python to detect fire in the
camera feed. The camera feed is processed by scanningeach
frame, and the program identifies the presence of fire by
evaluating the colour code of the screen pixels within a
specific range of the HSV (Hue SaturationValue)colourscale
values. If the colour code falls within this predefined range,
the program successfully detects the presence of fire.
3.3.2 The secondary fire detection system operates
based on sensors. Once the primary fire detection system
signals the presence of fire, thesecondarysystemcomesinto
play. It consists of flame sensors, gas sensors or smoke
sensors that take readings and assess the presence of fire
based on a predefined algorithm. If all the sensors confirm
the presence of fire, a buzzer is activated, and a water jet is
initiated using a relay circuit.
3.3.3The robot in this system can be controlled
remotely using a Bluetooth module. Commands such as
forward, backward, left-turn, right-turn,andstopcanbesent
to the robot. While navigating through the environment, the
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1756
algorithm incorporates collision avoidance mechanisms,
enabling the robot to avoid obstacles and halt its movement
if an object is detected in its path.
4. RESULTS
4.1 Figure 4 illustrates the effectiveness of our computer
vision algorithm in flame detection,as itaccurately identifies
flames and places bounding boxes around them. Once the
primarysystemdetectsfire,thesecondarysystemperformsa
thorough verification of the fire's presence.
Fig -4: OpenCV fire detection program Output
4.2 If the secondary system confirms the presence of fire, the
robot is capable of navigating through the fiery environment
based on the given manual instructions from android device.
4.3 Upon fire detection, the robot initiates the activation of
the pump, which is an essential component forextinguishing
the fire.
4.4 With an effective range ofup to 6 meters, the robotcanbe
controlled remotely from a considerable distance.
5.FUTURE SCOPE
In This paper we have used Arduino microcontroller for fire
detection and to remotely drive the robot, below are some
extra features which will further increase robots’
effectiveness
5.1 Implementation of machine learning algorithms:
Machine learningalgorithms canbeimplementedto enhance
the robot's ability to detect fires accurately and efficiently.
deep learning algorithms likeconvolutional neural networks
can be used to create robust, reliable, efficient, and highly
accurate fire detection. Also, these algorithms can help to
localize the fire inside frame by drawing bounding box
around the fire.
5.2 Integration of thermal imaging: although optical
sensors (camera module) can detect fire efficiently but with
help of thermal imaging fire can be detected in variable
illumination conditions. This will make firefighting robots
Even more robust and accurate in foggy, dusty
environments.
5.3 Implementation Advanced of obstacle detection:
Multiple Ultrasonic Sensors can be placed in all 4 directions
to detect and guide the vehicle thorough environment; this
can also help firefighters to make a map of their
environment.
5.4 Integration of drones to ground robots: Drones can
help ground robots to navigate in better way. In some
scenarios robots’ sensors view gets disturbed due to objects
present in the path hence a group of drones can provide
better map of environment.
5.5 Implementation of swarm robotics:Swarmrobotics
can be implemented to create a team of firefighting robots
that can work together to combat large fires. All the robots
will be connected to a central computer/serveroverinternet
and according to algorithms actuation commands will be
generated.
5.6 Integration of solar panels: by integrating solar
panels into robot, it can keep exploring the firesight without
need of recharging of batteries.
5.7 Integration of nozzle angle control: water nozzle
controllers can be added to control the targeting of water jet
on fire place. This will reduce the waster of water/other fire
extinguishing material hence improve efficiency.
5.8 Adding Heat shield for robot: a heat shield can be
added to the robot’s body in order to reflect the radiation
and to save the electronics from the flames.
Overall, the future scope of the research paper involves
improving the robot's fire detection capabilities, enhancing
its navigation and obstacle avoidance capabilities,
integrating drones and swarm robotics, and using eco-
friendly materials to build the robot.
6. CONCLUSIONS
In conclusion, the firefighting robot based on Arduino has
proven to be a reliable and effective solution for combating
fires. The robot's ability to detect fires, navigate through
obstacles, and extinguish fires has been demonstrated in
both simulated and real-world scenarios. With the potential
for future improvements in machine learning algorithms,
thermal imaging, and swarm robotics, the firefighting robot
can become an even more valuable tool in the fight against
fires.
REFERENCES
[1] Alessandro Pesatori, Alessandro Magnani, Michele
Norgia” Infrared Image Sensor for Fire Location.”
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1757
[2] Sreesruthi Ramasubramanian , Senthil Arumugam
Muthukumaraswamy, A.Sasikala, “Edge Detection
Comparison of Hybrid Feature Extraction for Combustible
Fire Segmentation: A Canny vs Sobel PerformanceAnalysis.”
[3] Ryo Takeuchia , Kouki Yamaguchib , Hayato Takahashib,
Masahiko Hanadac , Hiromichi Hanadac , Kanya Mizuguchic,
Seiichi Serikawad , Yuhki Kitazonoa Improvement of Full
Automatic Fire Extinguish System for Residential Use.”
[4] A.Q.M. Sazzad Sayyed1 , Md. Tasnimul Hasan1 , Shakib
Mahmood1 , Abdul Rakib Hossain1. Autonomous Fire
Fighter Robot Based on Image Processing.”
[5] N.Savitha , Dr.S.Malathi “A Survey on Fire Safety
Measures for Industry Safety Using IOT.”

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Design And Development of Fire Fighting Robot

  • 1. © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1753 Design And Development of Fire Fighting Robot Jay Sathe1, Vrushabh Raut2, Rahul Peddapelli3 , Janardhan Waghchaure4 , Mr.V.W.Bembrekar5 Mechanical Engineering Department, D.Y. Patil College of Engineering, Akurdi, Pune, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - This research paper discusses the design anddevelopmentofa fire fighting robot based on the Arduino microcontroller platform. The robot is designed to navigate manually through an environment and extinguish fires using a water pump and nozzle pair. The paper presents the hardware and software components of the robot, including the motor control system, sensors, and algorithms for obstacle detection and fire detection (OpenCV). The robot is also equippedwithawireless communication (Bluetooth module) system that enables remote control and monitoring of its activities. Overall, this study demonstrates the feasibility and effectiveness of using Arduino-based platforms for the development of advanced firefighting robots. Key Words: Firefighting robot, Arduino Mega, Bluetooth module (HC-05), Water pump, ultrasonic sensor, flame sensor, smoke sensor (MQ9), Motor controller (L239D) , relays , buzzer , OpenCV / python. 1.INTRODUCTION Fire accidents are a significantthreattobothhuman life and property. Despite advances in firefighting technology, firefighters continue to face numerous challenges while extinguishing fires, such as accessibility to the fire site, visibility, and smoke inhalation. This paper presents the design and development of a firefighting robot based on the Arduino microcontroller platform. Therobot is equipped with a water pump and a rangeofsensorstodetect fires and obstacles in its path. The robot is also capable of navigating manually through the environment and can be remotely controlled by a human operator. The use of Arduino platform makes the robot cost-effective and easily accessible for researchers. The paper presents a steptowardsthedevelopment of advanced robotic systems that can assist firefighters in their tasks, making firefighting safer, more efficient, and effective. 2. LITRATURE SURVEY 2.1 Infrared Image Sensor for Fire Location, Alessandro Pesatori, AlessandroMagnani,MicheleNorgia [1]Thisarticle presents a novel sensor and interpolation method for fire localization in enclosed settings like rooms or highway tunnels. The aim is to detect and pinpoint the origin of a fire using image data obtained from two thermopile arrays. By accurately locating the source of the fire,thissystem enables effective positioning of fire extinguishers to prevent fire spread. Notably, this system holds great promise for implementation in closed environments due to its cost- effectiveness and straightforward installation, thereby enhancing fire prevention measures. 2.2 A Survey on Fire Safety Measures for Industry Safety Using IOT Mon Arjay F. Malbog, Luisito Lolong Lacatan, Rhowel M. Dellos [2] In this study, various image processing algorithms were examined and multiple edge detection techniques were evaluated to identify the most effective approaches for fire detection using image processing. The RGB (Red, Green, and Blue) Colour Model and HSV conversion were utilizedto extractfire-relatedfeatures.Two edge detection methods were employed: Sobel, which detects vertical and horizontal edges separately, and Canny, which identifies edges while suppressing noise. By leveraging these algorithms, the detection of fire growth, particularly in the event of a disaster, becomes significantly more feasible through the application of image processing and advanced algorithms. 2.3. Improvement of Fully Automatic Fire ExtinguishSystem for Residential Use. Ryo Takeuchia , Kouki Yamaguchib, HayatoTakahashib, MasahikoHanadac , HiromichHanadac [3] This system has the capability to automatically initiate fire extinguishing in a household setting. Notably, it incorporates features that enable remote control operation of the extinguisher through a web browser interface. Furthermore, the system utilizes a Python program with OpenCV to process the infrared camera images.Asa result,it can automatically detect fires and promptly alerttheuser.In this study, enhancements were made to expandthesystem's fire detection capabilities, allowing for the detection of a broader range of fire incidents. 2.4. Autonomous Fire Fighter Robot Based on Image Processing. A.Q.M. Sazzad Sayyed1, Md. Tasnimul Hasan1, Shakib Mahmoo1 [4] In this research paper, we introduce a design methodology and the practical realization of an affordable autonomous robot prototype. This robot can detect the presence of fire in its environment and taking appropriate actions to extinguish it. Equipped with a mounted camera, the prototypecontinuouslycapturesvideo International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
  • 2. © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1754 footage of its surroundings, which is then utilized for fire detection within its vicinity. To detect fire, an image processing algorithm was devised and tested using a database created by the authors. The robot's performance and accuracy were evaluated in various locations, and the success rate of fire detection and heading angle measurement was measured to assess its effectiveness. 2.5. A Survey on Fire Safety Measures for Industry Safety Using IOT. N.Savitha , Dr.S.Malathi [5] This survey examines the primary causes of fire accidents and analyses the safety measures implemented based on relevant technologies. Currently, IoT has been widely employed for enhancing safety protocols. However, most fire detection methods predominantly detect fires once they have already been triggered. In the proposed system, the focus is on implementing fire safety practices specifically for the firecracker industry. The aim is to analyse the root causes of fires and prevent them from occurring before any triggering events take place. 3. METHODOLOGY 3.1 Problem Definition. The problem addressed in the research paper is the increasing severity of fires in various environments, which pose significant risks and challenges to human firefighters. The proposed solution is a firefighting robot based on the Arduino platform, designed to navigate manually, detect fires, and extinguish them using a water pump. The robot can be remotely controlled, reducing the risks faced by human firefighters. The proposed robot is intended to be efficient, effective, safe, and feasible, providing a valuable tool for firefighters to combat fires in various environments. 3.2 Problem planning and Designing the Robot 3.2.1 Design conceptualization of robot: The robot design involves the creation and assembly of a sturdy and highly manoeuvrable hardware chassis. For our prototype, we have opted to use a plywood platform, which provides a solid foundation for the robot's structure. Please refer to Figure 1 below for an illustration of the robot's design with the plywood platform. Fig -1: Robot’s Schematic Picture 3.2.2 To facilitate remote control of the robot, we will utilize a built-in app for the Android device. Our chosen approach involvesintegratingtheBluetoothmodule(HC-05) with an Arduino board. The Bluetooth module establishes a wireless connection between the robot and the Android device. By utilizing the pre-existing built-in app, we can easily control the robot's movements without the need to develop a separate custom app. This setup provides a convenient and efficient solution for remote controlling the robot using an Android device. Fig -2: Primary fire Detection System (using OpenCV) Fig -3: Secondary fire Detection System (using sensors) International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
  • 3. © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1755 3.2.3 Implement fire detection: To enable fire detection capabilities, the robot will be equipped with sensors designed to detect fires from a distance. Please refer to Figure 1 and Figure 2 for visual reference. The primary circuit of the robot is responsible for detecting flames or fire initially. If a fire is detected, the secondary system will verify the signal to ensure the presence of a fire. This dual verification process enhances the reliability and accuracy of the fire detection system integrated into the robot. 3.2.4 Implement water cannon control: The design incorporates a controllable water cannon system with the necessary force to effectively extinguish fires. For the prototype, we have integrated a water pump,specificallythe SP mini water pump designed to operate on 3-6 Volts DC. This water pump provides the necessary pressure and flow rate to propel water from the cannon with sufficient force. 3.2.5 Implementobstacleavoidancesystem:To enhance the robot's collision avoidance capabilities, we have integrated ultrasonic sensors into its design. These sensors enable the robot to detect obstacles in its path and effectively avoid collisions. By utilizing ultrasonic technology, the robotcanemitsoundwavesandmeasure the time it takes for the waves to bounce back after hitting an object. This information allows the robot to determine the distance to the obstacle. 3.2.6 Implement fire alarm system: If both the primary and secondary fire detection systems confirm the presence of a fire, an alarm will be activated. This alarm serves as an audible alert to notify users or individuals in the vicinity of the fire. The activation of the alarm ensures that prompt action can be taken to address the fire and mitigatepotential risks. 3.2.7 Implement electrical Power supply: To power the microcontroller (Arduino Mega), a 5V DC power source has been provided. This power source supplies the necessary voltage to the microcontroller, allowing it to function properly. Additionally, for powering the motors, a 12V/1.5 Amp AC adapter has been utilized. This adapterprovidesthe required power to drive the motors, enabling the robot to move and perform its designated tasks effectively. The separation of power sources ensures appropriate voltage levels for the microcontroller and the motors, facilitating their respective operations. 3.2.8 Test the robot in simulated scenarios: Conduct simulated firefighting scenarios to test the robot's performance in navigation, fire detection, and fire extinguishing tasks. 3.2.9 Components used: Below are thecomponents we have used in our prototype robot. Table -1: Components Specification 3.3 Working 3.3.1 The primary fire detection system operates through a computer vision algorithm. In this system, we utilized the OpenCV module in Python to detect fire in the camera feed. The camera feed is processed by scanningeach frame, and the program identifies the presence of fire by evaluating the colour code of the screen pixels within a specific range of the HSV (Hue SaturationValue)colourscale values. If the colour code falls within this predefined range, the program successfully detects the presence of fire. 3.3.2 The secondary fire detection system operates based on sensors. Once the primary fire detection system signals the presence of fire, thesecondarysystemcomesinto play. It consists of flame sensors, gas sensors or smoke sensors that take readings and assess the presence of fire based on a predefined algorithm. If all the sensors confirm the presence of fire, a buzzer is activated, and a water jet is initiated using a relay circuit. 3.3.3The robot in this system can be controlled remotely using a Bluetooth module. Commands such as forward, backward, left-turn, right-turn,andstopcanbesent to the robot. While navigating through the environment, the International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
  • 4. © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1756 algorithm incorporates collision avoidance mechanisms, enabling the robot to avoid obstacles and halt its movement if an object is detected in its path. 4. RESULTS 4.1 Figure 4 illustrates the effectiveness of our computer vision algorithm in flame detection,as itaccurately identifies flames and places bounding boxes around them. Once the primarysystemdetectsfire,thesecondarysystemperformsa thorough verification of the fire's presence. Fig -4: OpenCV fire detection program Output 4.2 If the secondary system confirms the presence of fire, the robot is capable of navigating through the fiery environment based on the given manual instructions from android device. 4.3 Upon fire detection, the robot initiates the activation of the pump, which is an essential component forextinguishing the fire. 4.4 With an effective range ofup to 6 meters, the robotcanbe controlled remotely from a considerable distance. 5.FUTURE SCOPE In This paper we have used Arduino microcontroller for fire detection and to remotely drive the robot, below are some extra features which will further increase robots’ effectiveness 5.1 Implementation of machine learning algorithms: Machine learningalgorithms canbeimplementedto enhance the robot's ability to detect fires accurately and efficiently. deep learning algorithms likeconvolutional neural networks can be used to create robust, reliable, efficient, and highly accurate fire detection. Also, these algorithms can help to localize the fire inside frame by drawing bounding box around the fire. 5.2 Integration of thermal imaging: although optical sensors (camera module) can detect fire efficiently but with help of thermal imaging fire can be detected in variable illumination conditions. This will make firefighting robots Even more robust and accurate in foggy, dusty environments. 5.3 Implementation Advanced of obstacle detection: Multiple Ultrasonic Sensors can be placed in all 4 directions to detect and guide the vehicle thorough environment; this can also help firefighters to make a map of their environment. 5.4 Integration of drones to ground robots: Drones can help ground robots to navigate in better way. In some scenarios robots’ sensors view gets disturbed due to objects present in the path hence a group of drones can provide better map of environment. 5.5 Implementation of swarm robotics:Swarmrobotics can be implemented to create a team of firefighting robots that can work together to combat large fires. All the robots will be connected to a central computer/serveroverinternet and according to algorithms actuation commands will be generated. 5.6 Integration of solar panels: by integrating solar panels into robot, it can keep exploring the firesight without need of recharging of batteries. 5.7 Integration of nozzle angle control: water nozzle controllers can be added to control the targeting of water jet on fire place. This will reduce the waster of water/other fire extinguishing material hence improve efficiency. 5.8 Adding Heat shield for robot: a heat shield can be added to the robot’s body in order to reflect the radiation and to save the electronics from the flames. Overall, the future scope of the research paper involves improving the robot's fire detection capabilities, enhancing its navigation and obstacle avoidance capabilities, integrating drones and swarm robotics, and using eco- friendly materials to build the robot. 6. CONCLUSIONS In conclusion, the firefighting robot based on Arduino has proven to be a reliable and effective solution for combating fires. The robot's ability to detect fires, navigate through obstacles, and extinguish fires has been demonstrated in both simulated and real-world scenarios. With the potential for future improvements in machine learning algorithms, thermal imaging, and swarm robotics, the firefighting robot can become an even more valuable tool in the fight against fires. REFERENCES [1] Alessandro Pesatori, Alessandro Magnani, Michele Norgia” Infrared Image Sensor for Fire Location.” International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 05 | May 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 1757 [2] Sreesruthi Ramasubramanian , Senthil Arumugam Muthukumaraswamy, A.Sasikala, “Edge Detection Comparison of Hybrid Feature Extraction for Combustible Fire Segmentation: A Canny vs Sobel PerformanceAnalysis.” [3] Ryo Takeuchia , Kouki Yamaguchib , Hayato Takahashib, Masahiko Hanadac , Hiromichi Hanadac , Kanya Mizuguchic, Seiichi Serikawad , Yuhki Kitazonoa Improvement of Full Automatic Fire Extinguish System for Residential Use.” [4] A.Q.M. Sazzad Sayyed1 , Md. Tasnimul Hasan1 , Shakib Mahmood1 , Abdul Rakib Hossain1. Autonomous Fire Fighter Robot Based on Image Processing.” [5] N.Savitha , Dr.S.Malathi “A Survey on Fire Safety Measures for Industry Safety Using IOT.”