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AIR POLLUTION MONITORING
AND CONTROL USING IOT
INTRODUCTION
• .Global air pollution is one of the major
concerns of our era.
• The level of pollution has increased with
times by lot of things like the increase in
population, increased vehicle use,
industrialization and urbanization which
ends up in harmful effects on human
wellbeing by directly affecting health of
population exposed to it.
• . Air quality goes down when enough
amount of harmful gases present in the
air like carbon dioxide, smoke, alcohol,
benzene, NH3, and NO2
• Air Pollution also intensifies the effect of
respiratory diseases
LITREATURE REVIEW
• Phala, kgoputjo et al [1] presented an air quality monitoring system
(AQMS) which is based on the IEEE/ISO/IEC 21451
standard.Concentrations of CO, CO2, SO2 and NO2, were measured using
electrochemical and infrared sensors. Results are saved in the data server
• Marinov, Marin B. et al [2] monitors environmental parameters with
amperometric sensors and gas sensors (infrared) using the PIC18F87K22
microcontroller. Sensor nodes are set up in different areas for real time
monitoring of environment. The results are displayed on the city map.
• Xing Liu, Orlando [3] presented a comparative study on smart sensors,
objects, devices and things in Internet of Things. The authors have also
explained the definition and concepts of IoT in various different ways.
• Monitoring environmental conditions in homes have been inspected in [4].
A framework is proposed by author to monitor temperature, humidity and
light intensity, which is based on a combination of pervasive distributed
sensing units, information system for data aggregation, and reasoning and
context awareness.
PROBLEM DEFINTION
• Most of the researchers have focused on the
single source of pollution control or monitoring
system such as CO or CO2 and not taken into
consideration
• Another major issue is FOG, which can turn into
smog during pollution is not handled
• FOG can cause accidents due to obstructed
visibility
• Only monitoring is inefficient hence control of
pollution is also required.
OBJECTIVES
• Develop a framework for air pollution monitoring by interfacing
different gas sensors to the microcontroller
• Implement IOT based system for pushing the collected data to the
cloud for monitoring the pollution levels
• To develop an android application which can be used to visualize
the different pollution levels on the map using different marks
corresponding to the intensity of the pollution levels
• To develop an automatic pollution control system which
reschedules the traffic signal timings if the pollution is exceeding in
particular zone
• To develop a fog detection and elimination system which can be
used to detect the fog levels obstructing visibility and automatically
eliminate it to avoid accidents.
WORKING PRINCIPLE
• A number of different such sensor nodes can be installed at
different locations of the city. The Sensor continuously monitor the
levels of the different gases and update it on the server using light
weight IOT Protocols
• The application is hosted on internet with GPS based mapping
system developed, which maps the pollution levels at different
location using the different markers making it easier to identify the
high pollution zones
• The traffic scheduling system consists of Automatic traffic
scheduling in pollution areas to reduce the levels of the pollution.
• The traffic scheduling system consists of Automatic traffic
scheduling in pollution areas to reduce the levels of the pollution.
BLOCK DIAGRAM
Methodology
• The methodology to carry the project is divided into number of different
modules The project will be carried out phase wise which consists of
development of following system.The proposed system consists of
development of IOT based Air pollution management system. The system
is designed with a view to monitor the increasing air pollution levels and
take corrective actions against them. The system consists of internet
connected sensors nodes which can be placed at various locations across
the cities. A sensor node consists of multiple sensors which will
continuously detect the pollution data from different sensors and push it
to the cloud server using light weight IOT protocols. The Web application
developed to analyze the data received from the sensor node and display
the pollution levels to the pollution control board. The system broadly
consists of development:
• Internet connected sensor node:
• The application For Air pollution Management and Visualization
• The Traffic automated scheduling system
• The Fog sensing and eliminator system
HARDWARE USED
• ESP8266 Node MCU SOC
• Arduino Mega 2560
• MQ2 Gas sensor
• MQ3 Gas sensor
• MQ4 Gas sensor
• MQ6 Gas Sensor
• MQ7 Gas sensor
• MQ8 Gas Sensor
• MQ135 Gas Sensor
• Traffic lights module
• Air quality/Fog Sensor
• GPS Modem
• LCD display
• Buzzer
• Defogger Unit
SOFTWARE USED
• Brackets IDE
• WAMP server
• PHP
• Arduino IDE
• Cpanel for Cloud server
ADVANTAGES AND DISADVANTAGES
• ADVANTAGES
– Can be used to detect and track the air pollution through the city
– The android based mapping gives the user the insight of the pollution
levels directly mapped using the geographical coordinates thus
providing the location and intensity of pollutants in that area
– The Fog detection system helps in determining if the fog or smog
obstructs the visibility and also update that on the map
– The fog eliminator system automatically eliminates the fog if the level
of fog if above the threshold, which can avoid accidents.
– The system automatically schedules the traffic to reduce the pollution
at the signals
• DISADVANTAGES
– Since the project is IOT based internet connectivity is must.
APPLICATIONS
• Can be used for pollution monitoring over IOT
• Can be used to control the air pollution levels
in the city
• Can be installed road side on highways as fog
eliminators.
EXPECTED OUTCOMES
• The proposed system consists of and Pollution control system which
provide a single window to read all the pollution levels in the
different areas of the city using the data collected from the
hardware sensor nodes.
• From the proposed project we can expect that the proposed system
helps in bringing a different approach towards pollution monitoring
and control using internet of things.
• The IOT visualization system helps to visualize the pollution zones
on the map
• The Traffic scheduling automatically tries to clear traffic thereby
bringing pollution levels under control
• The system also helps in elimination of fog smog caused due to
pollution. Thus the proposed project provides a complete solution
for pollution contro
REFERENCES
• Zheng, Kan, Shaohang Zhao, Zhe Yang, Xiong Xiong, and Wei Xiang. "Design and implementation of LPWA-based
air quality monitoring system." IEEE Access 4, pp. 3238-3245, 2016.
• Marinov, Marin B., Ivan Topalov, Elitsa Gieva, and Georgi Nikolov, "Air quality monitoring in urban environments",
39th IEEE International Spring Seminar In Electronics Technology (ISSE), pp. 443-448, 2016.
• Liu, X., & Baiocchi, O. (2016, October) "A comparison of the definitions for smart sensors, smart objects and
Things in IoT”. 7th IEEE Conference In Information Technology, Electronics and Mobile Communication
(IEMCON),pp. 1-4,2016..
• S. Kelly, N. Suryadevara, and S. Mukhopadhyay, “Towards the Implementation of IoT for Environmental Condition
Monitoring in Homes,” Sensors Journal, IEEE, vol. 13, no. 10, pp. 3846–3853, Oct. 2013.
• H. Yang, Y. Qin, G. Feng, and H. Ci, “Online Monitoring of Geological CO2 Storage and Leakage Based on Wireless
Sensor Networks,” Sensors Journal, IEEE, vol. 13, no. 2, pp. 556–562, Feb. 2013.
• C. Peng, K. Qian, and C. Wang, “Design and Application of a VOC Monitoring System Based on a ZigBee Wireless
Sensor Network,” Sensors Journal, IEEE, vol. 15, no. 4, pp. 2255–2268, Apr. 2015.
• Simić, Mitar, Goran M. Stojanović, Libu Manjakkal, and Krzystof Zaraska. "Multi-sensor system for remote
environmental (air and water) quality monitoring." In IEEE 24th Telecommunications Forum (TELFOR), pp. 1-4,
2016.
• O. Postolache, J. Pereira, and P. Girao, “Smart sensors network for air quality monitoring applications,”
Instrumentation and Measurement, IEEE Transactions on, vol. 58, no. 9, pp. 3253– 3262, Sept 2009.
• J.-Y. Kim, C.-H. Chu, and S.-M. Shin, “ISSAQ: An Integrated Sensing Systems for Real-Time Indoor Air Quality
Monitoring,”Sensors Journal, IEEE, vol. 14, no. 12, pp. 4230–4244, Dec. 2014.
• Chiwewe, Tapiwa M., and Jeofrey Ditsela. "Machine learning based estimation of Ozone using spatio-temporal
data from air quality monitoring stations." IEEE 14th International Conference In Industrial Informatics (INDIN),pp.
58-63, 2016.

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air Pollution monitoring and control

  • 1. AIR POLLUTION MONITORING AND CONTROL USING IOT
  • 2. INTRODUCTION • .Global air pollution is one of the major concerns of our era. • The level of pollution has increased with times by lot of things like the increase in population, increased vehicle use, industrialization and urbanization which ends up in harmful effects on human wellbeing by directly affecting health of population exposed to it. • . Air quality goes down when enough amount of harmful gases present in the air like carbon dioxide, smoke, alcohol, benzene, NH3, and NO2 • Air Pollution also intensifies the effect of respiratory diseases
  • 3. LITREATURE REVIEW • Phala, kgoputjo et al [1] presented an air quality monitoring system (AQMS) which is based on the IEEE/ISO/IEC 21451 standard.Concentrations of CO, CO2, SO2 and NO2, were measured using electrochemical and infrared sensors. Results are saved in the data server • Marinov, Marin B. et al [2] monitors environmental parameters with amperometric sensors and gas sensors (infrared) using the PIC18F87K22 microcontroller. Sensor nodes are set up in different areas for real time monitoring of environment. The results are displayed on the city map. • Xing Liu, Orlando [3] presented a comparative study on smart sensors, objects, devices and things in Internet of Things. The authors have also explained the definition and concepts of IoT in various different ways. • Monitoring environmental conditions in homes have been inspected in [4]. A framework is proposed by author to monitor temperature, humidity and light intensity, which is based on a combination of pervasive distributed sensing units, information system for data aggregation, and reasoning and context awareness.
  • 4. PROBLEM DEFINTION • Most of the researchers have focused on the single source of pollution control or monitoring system such as CO or CO2 and not taken into consideration • Another major issue is FOG, which can turn into smog during pollution is not handled • FOG can cause accidents due to obstructed visibility • Only monitoring is inefficient hence control of pollution is also required.
  • 5. OBJECTIVES • Develop a framework for air pollution monitoring by interfacing different gas sensors to the microcontroller • Implement IOT based system for pushing the collected data to the cloud for monitoring the pollution levels • To develop an android application which can be used to visualize the different pollution levels on the map using different marks corresponding to the intensity of the pollution levels • To develop an automatic pollution control system which reschedules the traffic signal timings if the pollution is exceeding in particular zone • To develop a fog detection and elimination system which can be used to detect the fog levels obstructing visibility and automatically eliminate it to avoid accidents.
  • 6. WORKING PRINCIPLE • A number of different such sensor nodes can be installed at different locations of the city. The Sensor continuously monitor the levels of the different gases and update it on the server using light weight IOT Protocols • The application is hosted on internet with GPS based mapping system developed, which maps the pollution levels at different location using the different markers making it easier to identify the high pollution zones • The traffic scheduling system consists of Automatic traffic scheduling in pollution areas to reduce the levels of the pollution. • The traffic scheduling system consists of Automatic traffic scheduling in pollution areas to reduce the levels of the pollution.
  • 8. Methodology • The methodology to carry the project is divided into number of different modules The project will be carried out phase wise which consists of development of following system.The proposed system consists of development of IOT based Air pollution management system. The system is designed with a view to monitor the increasing air pollution levels and take corrective actions against them. The system consists of internet connected sensors nodes which can be placed at various locations across the cities. A sensor node consists of multiple sensors which will continuously detect the pollution data from different sensors and push it to the cloud server using light weight IOT protocols. The Web application developed to analyze the data received from the sensor node and display the pollution levels to the pollution control board. The system broadly consists of development: • Internet connected sensor node: • The application For Air pollution Management and Visualization • The Traffic automated scheduling system • The Fog sensing and eliminator system
  • 9. HARDWARE USED • ESP8266 Node MCU SOC • Arduino Mega 2560 • MQ2 Gas sensor • MQ3 Gas sensor • MQ4 Gas sensor • MQ6 Gas Sensor • MQ7 Gas sensor • MQ8 Gas Sensor • MQ135 Gas Sensor • Traffic lights module • Air quality/Fog Sensor • GPS Modem • LCD display • Buzzer • Defogger Unit
  • 10. SOFTWARE USED • Brackets IDE • WAMP server • PHP • Arduino IDE • Cpanel for Cloud server
  • 11. ADVANTAGES AND DISADVANTAGES • ADVANTAGES – Can be used to detect and track the air pollution through the city – The android based mapping gives the user the insight of the pollution levels directly mapped using the geographical coordinates thus providing the location and intensity of pollutants in that area – The Fog detection system helps in determining if the fog or smog obstructs the visibility and also update that on the map – The fog eliminator system automatically eliminates the fog if the level of fog if above the threshold, which can avoid accidents. – The system automatically schedules the traffic to reduce the pollution at the signals • DISADVANTAGES – Since the project is IOT based internet connectivity is must.
  • 12. APPLICATIONS • Can be used for pollution monitoring over IOT • Can be used to control the air pollution levels in the city • Can be installed road side on highways as fog eliminators.
  • 13. EXPECTED OUTCOMES • The proposed system consists of and Pollution control system which provide a single window to read all the pollution levels in the different areas of the city using the data collected from the hardware sensor nodes. • From the proposed project we can expect that the proposed system helps in bringing a different approach towards pollution monitoring and control using internet of things. • The IOT visualization system helps to visualize the pollution zones on the map • The Traffic scheduling automatically tries to clear traffic thereby bringing pollution levels under control • The system also helps in elimination of fog smog caused due to pollution. Thus the proposed project provides a complete solution for pollution contro
  • 14. REFERENCES • Zheng, Kan, Shaohang Zhao, Zhe Yang, Xiong Xiong, and Wei Xiang. "Design and implementation of LPWA-based air quality monitoring system." IEEE Access 4, pp. 3238-3245, 2016. • Marinov, Marin B., Ivan Topalov, Elitsa Gieva, and Georgi Nikolov, "Air quality monitoring in urban environments", 39th IEEE International Spring Seminar In Electronics Technology (ISSE), pp. 443-448, 2016. • Liu, X., & Baiocchi, O. (2016, October) "A comparison of the definitions for smart sensors, smart objects and Things in IoT”. 7th IEEE Conference In Information Technology, Electronics and Mobile Communication (IEMCON),pp. 1-4,2016.. • S. Kelly, N. Suryadevara, and S. Mukhopadhyay, “Towards the Implementation of IoT for Environmental Condition Monitoring in Homes,” Sensors Journal, IEEE, vol. 13, no. 10, pp. 3846–3853, Oct. 2013. • H. Yang, Y. Qin, G. Feng, and H. Ci, “Online Monitoring of Geological CO2 Storage and Leakage Based on Wireless Sensor Networks,” Sensors Journal, IEEE, vol. 13, no. 2, pp. 556–562, Feb. 2013. • C. Peng, K. Qian, and C. Wang, “Design and Application of a VOC Monitoring System Based on a ZigBee Wireless Sensor Network,” Sensors Journal, IEEE, vol. 15, no. 4, pp. 2255–2268, Apr. 2015. • Simić, Mitar, Goran M. Stojanović, Libu Manjakkal, and Krzystof Zaraska. "Multi-sensor system for remote environmental (air and water) quality monitoring." In IEEE 24th Telecommunications Forum (TELFOR), pp. 1-4, 2016. • O. Postolache, J. Pereira, and P. Girao, “Smart sensors network for air quality monitoring applications,” Instrumentation and Measurement, IEEE Transactions on, vol. 58, no. 9, pp. 3253– 3262, Sept 2009. • J.-Y. Kim, C.-H. Chu, and S.-M. Shin, “ISSAQ: An Integrated Sensing Systems for Real-Time Indoor Air Quality Monitoring,”Sensors Journal, IEEE, vol. 14, no. 12, pp. 4230–4244, Dec. 2014. • Chiwewe, Tapiwa M., and Jeofrey Ditsela. "Machine learning based estimation of Ozone using spatio-temporal data from air quality monitoring stations." IEEE 14th International Conference In Industrial Informatics (INDIN),pp. 58-63, 2016.