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© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3427
IoT BASED REAL TIME AIR AND NOISE POLLUTION ALERT SYSTEM FOR
ASTHMA AND ANGINA PATIENTS
Anju Sosa John1, Greeshma Thomas2, Sona Sussan Zacharia3, Er.Anu Raj4 ,Er. Agitha M S5
Department of Electronics Engineering, Saintgits College of Engineering, Kerala, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract –
Nowadays, the level of pollution is rapidly increasing due to
the factors like urbanization, industrial activities, increasing
usage of vehicles etc. This causes greater impacts on human
health. Both air and noise pollution are major threat to
asthma and angina patients. So to tackle this environmental
issues, we proposed an IoT based real time noise and air
pollution alert system. This system is very useful to the
patients as it is capable of monitoring the air quality and
noise level using sensors, when it exceeds a certain threshold
level. We used NodeMCU as our microcontroller board and
the sensors are MQ-7,MQ-135(gas sensors) and KY-037
sound sensor. The user can access these information
through an android application. The levels of air and noise
pollution are displayed over Blynk app. This monitoring
system will assist both the authorities as well as the public
so that preventive measures can be taken as early as
possible.
Key Words: IoT, Pollution, NodeMCU, Blynk, Monitoring
system, Sensors
1. INTRODUCTION
Our environment is getting polluted day by day due to
industrialization and urbanization. When this level of
pollution exceeds a certain limit, we need to take proper
actions and measures to purify the air, water, soil etc. As
we know “Prevention is better than cure”, we need to take
immediate actions to make our life safe as well as to
protect our nature. Hence there is a need for proper
measurement and analysis of real time air and noise
quality levels, so that appropriate decisions can be taken
without exploiting our health and life.
1.1 Air Pollution
The effects of air pollution are alarming. The main
sources of air pollution are increasing emission of toxic
gases from industries vehicle emission and increased
concentration of harmful gases and particulate matter in
the atmosphere. These factors lead to many health issues
like respiratory and heart conditions like asthma, chronic
bronchitis, emphysema, heart attacks and strokes along
with cancer. Not only these issues, they are also having an
adverse effect on our nature also.
1.2 Noise Pollution
Noise pollution is the unwanted or excessive sound in our
environment. It is mainly due to increasing number of
vehicles and noise producing machines in the industries.
The effects of noise pollution also have many health issues
like stress related illness, high blood pressure, speech
interference, hearing loss, sleep disruption. Our proposed
system provides the solution to this problem with the help
of Internet of Things
2. OBJECTIVE
To develop a real-time noise and air pollution monitoring
system which is capable of monitoring the air pollution
and noise level using sensors when it exceeds a certain
threshold level. The user can access this information
through an android application. This monitoring system
will assist the authorities as well as the public to view the
information regarding pollution and contribute towards
controlling it at their possible level. The levels of air and
noise pollutions are displayed over blynk platform. It can
control hardware remotely and can display and store
sensor data. The result is displayed in the form of gauge
widget indicating the levels of pollution
3. PROPOSED MODEL
The proposed work aims at making a low-cost real-time
noise and air pollution monitoring system which is
capable of monitoring the air pollution and noise level
using sensors when it exceeds a certain threshold level.
The project uses a ESP8266 NodeMCU board to control the
system. It consists of KY037 sound sensor, MQ7 and
MQ135 gas sensors. Data picked up by the sensors are
provided to the board. A quad bilateral switch CD4066, is
used for the multiplexing of analog signals. It consists of
four switches that are used for switching analog signals
with digital control. Once the input like analog signal is
applied to the switch then the input is transmitted to
control input. So, this analog signal will be transmitted in
the switch from input to output. The output from the
sensors is stored in the cloud environment. The data can
be accessed by users through and android application. The
application is developed using “Blynk” platform. It is used
for displaying the levels of air and noise pollution so that
this information is available for all the users. The result is
displayed in the form of gauge widget indicating the levels.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3428
3.1 HARDWARE COMPONENTS
• NodeMCU
Fig-1 NodeMCU
It is a low-cost open source IoT platform
It can connect objects and let data transfer using the Wi-
Fi protocol
• MQ-7 Gas Sensor
Fig-2 MQ-7Gas Sensor
Carbon Monoxide (CO) sensor suitable for CO
concentrations in the air.
Long service life and reliable stability
Rapid response and recovery characteristics
• MQ-135 Gas Sensor
Fig-3 MQ135-Gas sensor
Suitable for detecting of NH3, NOx, alcohol, Benzene,
smoke, CO2 etc.
Fast response and High sensitivity
Can be used as digital or analog sensor
• KY-O37 Microphone Sensor Module
Fig-4 KY-037 Microphone Sensor Module
This sensor emits a signal if the sensor detects a noise.
The sensitivity of the sensor can be adjusted by means of
a controller.
The module has two outputs: A0 and D0
• CD 4066
Fig-5 CD4066
Quad bilateral switch intended for the multiplexing of
analog signals.
High noise immunity
• LCD Display Module
Fig-6 LCD Display Module
16*2 Alphanumeric display with I2C is used
Data is continuously displayed on the LCD if the pollution
exceeds a set limit.
3.2 SOFTWARE PART
For developing the IoT based real time air and noise
pollution monitoring system for asthma and angina
patients, we have programmed the microcontroller board
in C language using Arduino IDE, which contains a text
editor for writing code, a message area, a text console, a
toolbar with buttons for common functions and a series of
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3429
menus. The consolidated results from the sensors are
available to the users through the developed android
application. The android application was developed in the
Blynk platform, which allows us to quickly build interfaces
for controlling and monitoring hardware projects. The
result is displayed in the form of gauge widget indicating
the levels of pollution.
Noise pollution values are available in terms of decibel
(dB). Noise levels are categorized as ‘quite’ when the
values are less than 60 dB, ‘moderate’ when it is between
60 dB and 85 dB and ‘high’ when it is beyond 85 dB.
Air quality values are available in form of parts per million
(ppm). It is also distinguished as ‘good’ when the value is
less than 50 ppm, ‘moderate’ when it is between 51 and
100 and ‘unhealthy’ when the level is more than 101 ppm.
4. RESULTS AND DISCUSSION
The developed air and noise pollution monitoring system
is capable of monitoring the air quality as well as the level
of noise pollution using gas and sound sensors on real
time basis. This data is continuously displayed on a LCD
display whenever its value exceeds the set limit.
Blynk is an Internet of Things platform which is used for
displaying the levels of air and noise pollution so that this
information is available for all the users. The result is
displayed in the form of gauge widget indicating the levels
of pollution.
The level of noise pollution is expressed in terms of
decibel(dB). Noise level is categorized as ‘quite’ when it is
less than 60 dB, ‘moderate’ when it is between 60 dB and
85 dB and ‘high’ when it is beyond 85 dB.
Air quality is expressed in terms of parts per million
(ppm). It is categorized as ‘good’ when it is below 50 ppm,
‘moderate’ when it is between 51 and 100 and ‘unhealthy’
when the level is more than 101 ppm.
Air Quality Indicator
Range(ppm)
Result
0-50 Good
51-100 Moderate
100 and above Unhealthy
Table 1Air Quality Level
Sound Quality Level
(dB)
Result
0-60 Quite
60-85 Moderate
85 and above High
Table 2 Sound Quality Level
HARDWARE IMPLEMENTATION
It is a basic implementation of the proposed hardware
system. We have successfully designed and made a
hardware of the proposed design. This monitoring system
is compact,cost effective and user friendly
Fig-7 Hardware
Fig-8 Outputs on LCD
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3430
Fig -9 Pollution App
5. ADVANTAGES
• The users can monitor the air quality and noise levels
on real time basis through blynk.
• The app will provide various categories of air quality
(good, moderate, unhealthy) and noise levels (quiet,
moderate, high) based on threshold limits.
• System is compact
• Cost effective
• User friendly
• Information is accessible to both authorities as well as
the public.
• System is portable
6. FUTURE SCOPE
• More parameters can be monitored along with air
quality and noise levels by using other sensors.
• Control system can be incorporated along with this
monitoring system by the use of air purifiers, filters,
anti-pollution masks etc for controlling air pollution
and acoustic barriers can be used for reducing noise
pollution to an optimal level.
7. CONCLUSION
The impacts of air pollution and noise pollutions are
alarming day by day. So, an efficient monitoring system is
necessary. The proposed system continuosly monitors the
air quality as well as the noise level using MQ-7,MQ-135
gas sensors and KY-037 microphone sensor module
respectively. These data is available on real time basis
through an android application. The level of pollution as
well as the category of pollution based on threshold is
available on this app. These information is useful to both
public as well as the authorities. This system is compact,
user friendly as well as portable.
REFERENCES
[1] Janeera.D.A,PoovizhiH, Sheik Haseena.S.S, Nivetha.S
”Smart Embedded Framework using Arduino and IoT for
Real-Time Noise and Air Pollution Monitoring and Alert
system” 2021 International Conference on Artificial
Intelligence and Smart Systems(ICAIS).
[2] N. Nowshin and M. S. Hasan, "Microcontroller Based
Environmental Pollution Monitoring System though IoT
Implementation," 2021 2nd International Conference on
Robotics, Electrical and Signal Processing Techniques
(ICREST), IEEE Xplore pp.493498,
doi:10.1109/ICREST51555.2021.9331020
[3] A. K. Saha et al., "A raspberry Pi controlled cloud-based
air and sound pollution monitoring system with
temperature and humidity sensing,"2018 IEEE 8th Annual
Computing and Communication Workshop and Conference
(CCWC),2018, pp.607-611,
doi:10.1109/CCWC.2018.8301660.
[4] Rohan Kumar Jha “Air Quality Sensing and Reporting
System Using IoT” Second International Conference on
Inventive Research in Computing Applications (ICIRCA-
2020) IEEE Xplore Part Number: CFP20N67-ART; ISBN:
978-1-7281-5374.
[5] S. Dhingra, R. B. Madda, A. H. Gandomi, R. Patan and M.
Daneshmand, "Internet of Things Mobile–Air Pollution
Monitoring System (IoT-Mobair)," in IEEE Internet of
Things Journal, vol. 6, no. 3, pp. 5577-5584, June 2019.
[6] A. R. Al-Ali, Member, IEEE, Imran Zualkernan, and Fadi
Aloul, Senior Member, IEEE “A Mobile GPRS-Sensors Array
for Air Pollution Monitoring” IEEE SENSORS JOURNAL,
VOL 10, OCTOBER 2018
[7] Liu Peng,Fu Danni,Jiang Shengqian,Wang Mingjie ,
School of Mechanical Science and Engineering Jilin
University Chang Chun, China “A Movable Indoor Air
Quality Monitoring System” ,2017 2nd International
Conference on Cybernetics, Robotics and Control .
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3431
[8]Ramik Rawal, School of Computer Science and
Engineering (SCOPE), Vellore Institute of Technology “Air
Quality Monitoring System” International Journal of
Computational Science and Engineering. ISSN 2249-4251
Volume 9, Number 1 (2019)
[9] Kennedy Okokpujie, Etinosa Noma-Osaghae, Odusami
Modupe, Samuel John and Oluga Oluwatosin Department
of Electrical and Information Engineering, Covenant
University, “A SMART AIR POLLUTION MONITORING
SYSTEM” International Journal of Civil Engineering and
Technology (IJCIET) Volume 9, Issue 9, September 2018
[10] Palaghat Yaswanth Sai Department of Computer
Science and Engineering, Narayana Engineering College
“An IoT Based Automated Noise and Air Pollution
Monitoring System” International Journal of Advanced
Research in Computer and Communication Engineering
ISO 3297:2007 Certified Vol. 6, Issue 3, March 2017

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IoT-Based Air & Noise Pollution Alert for Asthma & Angina Patients

  • 1. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3427 IoT BASED REAL TIME AIR AND NOISE POLLUTION ALERT SYSTEM FOR ASTHMA AND ANGINA PATIENTS Anju Sosa John1, Greeshma Thomas2, Sona Sussan Zacharia3, Er.Anu Raj4 ,Er. Agitha M S5 Department of Electronics Engineering, Saintgits College of Engineering, Kerala, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract – Nowadays, the level of pollution is rapidly increasing due to the factors like urbanization, industrial activities, increasing usage of vehicles etc. This causes greater impacts on human health. Both air and noise pollution are major threat to asthma and angina patients. So to tackle this environmental issues, we proposed an IoT based real time noise and air pollution alert system. This system is very useful to the patients as it is capable of monitoring the air quality and noise level using sensors, when it exceeds a certain threshold level. We used NodeMCU as our microcontroller board and the sensors are MQ-7,MQ-135(gas sensors) and KY-037 sound sensor. The user can access these information through an android application. The levels of air and noise pollution are displayed over Blynk app. This monitoring system will assist both the authorities as well as the public so that preventive measures can be taken as early as possible. Key Words: IoT, Pollution, NodeMCU, Blynk, Monitoring system, Sensors 1. INTRODUCTION Our environment is getting polluted day by day due to industrialization and urbanization. When this level of pollution exceeds a certain limit, we need to take proper actions and measures to purify the air, water, soil etc. As we know “Prevention is better than cure”, we need to take immediate actions to make our life safe as well as to protect our nature. Hence there is a need for proper measurement and analysis of real time air and noise quality levels, so that appropriate decisions can be taken without exploiting our health and life. 1.1 Air Pollution The effects of air pollution are alarming. The main sources of air pollution are increasing emission of toxic gases from industries vehicle emission and increased concentration of harmful gases and particulate matter in the atmosphere. These factors lead to many health issues like respiratory and heart conditions like asthma, chronic bronchitis, emphysema, heart attacks and strokes along with cancer. Not only these issues, they are also having an adverse effect on our nature also. 1.2 Noise Pollution Noise pollution is the unwanted or excessive sound in our environment. It is mainly due to increasing number of vehicles and noise producing machines in the industries. The effects of noise pollution also have many health issues like stress related illness, high blood pressure, speech interference, hearing loss, sleep disruption. Our proposed system provides the solution to this problem with the help of Internet of Things 2. OBJECTIVE To develop a real-time noise and air pollution monitoring system which is capable of monitoring the air pollution and noise level using sensors when it exceeds a certain threshold level. The user can access this information through an android application. This monitoring system will assist the authorities as well as the public to view the information regarding pollution and contribute towards controlling it at their possible level. The levels of air and noise pollutions are displayed over blynk platform. It can control hardware remotely and can display and store sensor data. The result is displayed in the form of gauge widget indicating the levels of pollution 3. PROPOSED MODEL The proposed work aims at making a low-cost real-time noise and air pollution monitoring system which is capable of monitoring the air pollution and noise level using sensors when it exceeds a certain threshold level. The project uses a ESP8266 NodeMCU board to control the system. It consists of KY037 sound sensor, MQ7 and MQ135 gas sensors. Data picked up by the sensors are provided to the board. A quad bilateral switch CD4066, is used for the multiplexing of analog signals. It consists of four switches that are used for switching analog signals with digital control. Once the input like analog signal is applied to the switch then the input is transmitted to control input. So, this analog signal will be transmitted in the switch from input to output. The output from the sensors is stored in the cloud environment. The data can be accessed by users through and android application. The application is developed using “Blynk” platform. It is used for displaying the levels of air and noise pollution so that this information is available for all the users. The result is displayed in the form of gauge widget indicating the levels. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3428 3.1 HARDWARE COMPONENTS • NodeMCU Fig-1 NodeMCU It is a low-cost open source IoT platform It can connect objects and let data transfer using the Wi- Fi protocol • MQ-7 Gas Sensor Fig-2 MQ-7Gas Sensor Carbon Monoxide (CO) sensor suitable for CO concentrations in the air. Long service life and reliable stability Rapid response and recovery characteristics • MQ-135 Gas Sensor Fig-3 MQ135-Gas sensor Suitable for detecting of NH3, NOx, alcohol, Benzene, smoke, CO2 etc. Fast response and High sensitivity Can be used as digital or analog sensor • KY-O37 Microphone Sensor Module Fig-4 KY-037 Microphone Sensor Module This sensor emits a signal if the sensor detects a noise. The sensitivity of the sensor can be adjusted by means of a controller. The module has two outputs: A0 and D0 • CD 4066 Fig-5 CD4066 Quad bilateral switch intended for the multiplexing of analog signals. High noise immunity • LCD Display Module Fig-6 LCD Display Module 16*2 Alphanumeric display with I2C is used Data is continuously displayed on the LCD if the pollution exceeds a set limit. 3.2 SOFTWARE PART For developing the IoT based real time air and noise pollution monitoring system for asthma and angina patients, we have programmed the microcontroller board in C language using Arduino IDE, which contains a text editor for writing code, a message area, a text console, a toolbar with buttons for common functions and a series of
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3429 menus. The consolidated results from the sensors are available to the users through the developed android application. The android application was developed in the Blynk platform, which allows us to quickly build interfaces for controlling and monitoring hardware projects. The result is displayed in the form of gauge widget indicating the levels of pollution. Noise pollution values are available in terms of decibel (dB). Noise levels are categorized as ‘quite’ when the values are less than 60 dB, ‘moderate’ when it is between 60 dB and 85 dB and ‘high’ when it is beyond 85 dB. Air quality values are available in form of parts per million (ppm). It is also distinguished as ‘good’ when the value is less than 50 ppm, ‘moderate’ when it is between 51 and 100 and ‘unhealthy’ when the level is more than 101 ppm. 4. RESULTS AND DISCUSSION The developed air and noise pollution monitoring system is capable of monitoring the air quality as well as the level of noise pollution using gas and sound sensors on real time basis. This data is continuously displayed on a LCD display whenever its value exceeds the set limit. Blynk is an Internet of Things platform which is used for displaying the levels of air and noise pollution so that this information is available for all the users. The result is displayed in the form of gauge widget indicating the levels of pollution. The level of noise pollution is expressed in terms of decibel(dB). Noise level is categorized as ‘quite’ when it is less than 60 dB, ‘moderate’ when it is between 60 dB and 85 dB and ‘high’ when it is beyond 85 dB. Air quality is expressed in terms of parts per million (ppm). It is categorized as ‘good’ when it is below 50 ppm, ‘moderate’ when it is between 51 and 100 and ‘unhealthy’ when the level is more than 101 ppm. Air Quality Indicator Range(ppm) Result 0-50 Good 51-100 Moderate 100 and above Unhealthy Table 1Air Quality Level Sound Quality Level (dB) Result 0-60 Quite 60-85 Moderate 85 and above High Table 2 Sound Quality Level HARDWARE IMPLEMENTATION It is a basic implementation of the proposed hardware system. We have successfully designed and made a hardware of the proposed design. This monitoring system is compact,cost effective and user friendly Fig-7 Hardware Fig-8 Outputs on LCD
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3430 Fig -9 Pollution App 5. ADVANTAGES • The users can monitor the air quality and noise levels on real time basis through blynk. • The app will provide various categories of air quality (good, moderate, unhealthy) and noise levels (quiet, moderate, high) based on threshold limits. • System is compact • Cost effective • User friendly • Information is accessible to both authorities as well as the public. • System is portable 6. FUTURE SCOPE • More parameters can be monitored along with air quality and noise levels by using other sensors. • Control system can be incorporated along with this monitoring system by the use of air purifiers, filters, anti-pollution masks etc for controlling air pollution and acoustic barriers can be used for reducing noise pollution to an optimal level. 7. CONCLUSION The impacts of air pollution and noise pollutions are alarming day by day. So, an efficient monitoring system is necessary. The proposed system continuosly monitors the air quality as well as the noise level using MQ-7,MQ-135 gas sensors and KY-037 microphone sensor module respectively. These data is available on real time basis through an android application. The level of pollution as well as the category of pollution based on threshold is available on this app. These information is useful to both public as well as the authorities. This system is compact, user friendly as well as portable. REFERENCES [1] Janeera.D.A,PoovizhiH, Sheik Haseena.S.S, Nivetha.S ”Smart Embedded Framework using Arduino and IoT for Real-Time Noise and Air Pollution Monitoring and Alert system” 2021 International Conference on Artificial Intelligence and Smart Systems(ICAIS). [2] N. Nowshin and M. S. Hasan, "Microcontroller Based Environmental Pollution Monitoring System though IoT Implementation," 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), IEEE Xplore pp.493498, doi:10.1109/ICREST51555.2021.9331020 [3] A. K. Saha et al., "A raspberry Pi controlled cloud-based air and sound pollution monitoring system with temperature and humidity sensing,"2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC),2018, pp.607-611, doi:10.1109/CCWC.2018.8301660. [4] Rohan Kumar Jha “Air Quality Sensing and Reporting System Using IoT” Second International Conference on Inventive Research in Computing Applications (ICIRCA- 2020) IEEE Xplore Part Number: CFP20N67-ART; ISBN: 978-1-7281-5374. [5] S. Dhingra, R. B. Madda, A. H. Gandomi, R. Patan and M. Daneshmand, "Internet of Things Mobile–Air Pollution Monitoring System (IoT-Mobair)," in IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5577-5584, June 2019. [6] A. R. Al-Ali, Member, IEEE, Imran Zualkernan, and Fadi Aloul, Senior Member, IEEE “A Mobile GPRS-Sensors Array for Air Pollution Monitoring” IEEE SENSORS JOURNAL, VOL 10, OCTOBER 2018 [7] Liu Peng,Fu Danni,Jiang Shengqian,Wang Mingjie , School of Mechanical Science and Engineering Jilin University Chang Chun, China “A Movable Indoor Air Quality Monitoring System” ,2017 2nd International Conference on Cybernetics, Robotics and Control .
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 3431 [8]Ramik Rawal, School of Computer Science and Engineering (SCOPE), Vellore Institute of Technology “Air Quality Monitoring System” International Journal of Computational Science and Engineering. ISSN 2249-4251 Volume 9, Number 1 (2019) [9] Kennedy Okokpujie, Etinosa Noma-Osaghae, Odusami Modupe, Samuel John and Oluga Oluwatosin Department of Electrical and Information Engineering, Covenant University, “A SMART AIR POLLUTION MONITORING SYSTEM” International Journal of Civil Engineering and Technology (IJCIET) Volume 9, Issue 9, September 2018 [10] Palaghat Yaswanth Sai Department of Computer Science and Engineering, Narayana Engineering College “An IoT Based Automated Noise and Air Pollution Monitoring System” International Journal of Advanced Research in Computer and Communication Engineering ISO 3297:2007 Certified Vol. 6, Issue 3, March 2017