SlideShare a Scribd company logo
International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 3 Issue 5, August 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1028
Air Quality Monitoring and Control System in IoT
Soe Soe Mon, Thida Soe, Khin Aye Thu
Lecturer, Faculty of Computer Systems and Technologies,
University of Computer Studies, Hinthada, Myanmar
How to cite this paper: Soe Soe Mon |
Thida Soe | Khin Aye Thu "Air Quality
Monitoring and Control System in IoT"
Published in
International
Journal of Trend in
Scientific Research
and Development
(ijtsrd), ISSN: 2456-
6470, Volume-3 |
Issue-5, August
2019, pp.1028-1031,
https://doi.org/10.31142/ijtsrd26554
Copyright © 2019 by author(s) and
International Journalof Trendin Scientific
Research and Development Journal. This
is an Open Access article distributed
under the terms of
the Creative
CommonsAttribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by
/4.0)
ABSTRACT
Air pollution that refers to the contamination of the air,irrespectiveof indoors
or outside. A physical, biological or chemical alteration to the air in the
atmosphere can be termed as pollution. It occurs when any harmful gases,
dust, smoke enters into the atmosphere and makes it difficult for plants,
animals, and humans to survive as the air becomes dirty. Proposed system
considers pollution due to automobiles and provide a realtimesolution which
is not just monitors pollution levels but also take into consideration control
measures for reducing traffic and industrial zone in highly polluted areas.The
solution is provided by a sensor based hardware module which can be placed
along roads and plants. These modules can be placed on lamp posts and they
transfer information about airqualitywirelesslyto cloud server.Theproposed
system also provides about air quality information through a mobile
application which enables commuters to take up routes where air quality is
good.
KEYWORDS: air pollution; sensor; IoT; hardware; traffic control
INTRODUCTION
In the genrerationof fast data transmission over internet, Internet of Thingshas
attained a lot of power. It can be enable various devices to communicate over
communications Channel and store the data on a cloud database through
network. IoT canbe utilized to monitor indoor or outdoor airqualityin realtime.
There are various things in universities environment that
cause to the poor quality of air like fresh paints, polish on the
wooden surface, photocopier machines, traffic,smokeetc.[1].
When the level of the controlling increases beyond the
permissible levels in the environment can affect various
organs of human body. Various chemicals that cause the
decline of air quality are inhaled and absorbed in human
body instigating allergies, sensitivities etc. Poor air quality
may have much injurious effect on the younger generation
specially those residing in University premises. Most of the
student’s time is spent University campus and in air-
conditioned environment where there is limited scope of
fresh air circulation[2], it is important to monitor the air
quality for increased levelsofO3,No2,CO,Co2 andVOC.These
gases are toxic innature [3] and itmayhave somereasonsfor
various illness in students resulting in poor concentration,
irregular attendance in classandpooracademicperformance.
Therefore very important to understand the actual
acceptable levelsof various contaminantsthatarebeingrated
by different agencies[4].
Fig.1 illustrates the level of air quality in various countries
across the world. It may be observed from the figure that
condition of air quality in Myanmar is quite presented.
It has been also found that persistent level of enhanced
Containment in air can prove to be fatal for all the living
being including Humans[6]. Therefore ,it has been observed
That air pollutionis one of the major causes of the global
deaths and premature deaths.
Fig.1. Level of Poor IAQ in various parts of World [5]
Fig.2. Percentage of death from ambient Particulate Matter
pollution in the World.
IJTSRD26554
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1029
Related work
IoT based air quality monitoring system has collected a lot of
attention and various researchers have developed different
microcontroller-based arrangement [8][9]. Temporal
variation of CO and CO2 concentration in indoor
environment has been investigated in detail by Kiuriski et al
[10]. The study concludes the level of these two gases
increases to a peak value at certain times in a day and
proper ventilation could help in reducing the harmful effect
of these gases within the confined environment. Fioccola etal
[11] built a system based on Arduino board. Although the
system used cloud platform, however, the presented system
is not wireless. Further in the readings obtained from
sensor are not stored locally hence in case of interruption
in internet connection the acquired data will be lost.
Postolache et al. [12] presented a Wi-Fi indoor air quality
management system with multiplesensor nodes. The system
employed Lab VIEW web server and laptop as main
processing and control unitwhichperformedneuralnetwork
analysis on the received from each sensor node.
Proposed System
Most of the above studies are have not considered possible
remedies that may be employed to reduce the harmful
effect of toxic gases. In this proposed system that have
devised an IOT based Air contamination observing
framework using Googlecloud that monitors the air quality
in real time using sensors for measuring Air Quality
parameters. Cloud computing platform is utilized to store
and process data. The system will generate an alert when
quality of air deteriorates beyond the permissible limits. If
the air quality is detected at environment of university
level, preventive measures may be implemented which will
reduce potential risks to students, staff and environment
residents. Further, analysis of causes of increased
pollutants at an instant of time would benefit those
potentially endangered by significantly high concentrations
of air pollutants. The rest of the proposedsystemisorganized
as follows section A deal with system overview design,
before the conclusion section provides the results, methods
to improve air quality are discussed in the end of section
concludes the paper.
A. System Design of Air Quality Monitoring System
The air quality monitoring system proposed in this work has
four main sensors assembly and ESP8266 based IoT board.
Some of the important features that need to be considered
for selecting IoT platform for a particular application are
the size of memory, number of general purpose input pins,
peripheral communications such as SPI, I2C, USART and its
communication capacities like Ethernet, Wi-fi, Bluetooth,
Zigbee etc. ESP 8266 module is one of the most powerful
IoT enabled boards that satisfies therequirement of present
application. It consists of a 32-bit RISC CPU: Tensilica
Xtensa LX106 ,64 KB internal memory, 96 KB memory for
data storage and 4MB Flash memory. Google script can
generate its own Wi-fi network via connectivity module
ESP8266. Architecture of the proposed IoT Indoor/Outdoor
Air Quality management system is shown in Fig. 2. Data
generated by the Air Quality sensor is first received and
processed by PIC18F45K22, which is a 40-pin
microcontroller. It has five ports, three timers and it can
support various communication protocols. Some of the
important supported protocols are Parallel protocol, Serial
Protocol and Inter-Integrated Circuit (I2C) protocol. The
gateway for data transmission to the cloud was built using
connectivity module ESP8266 on the Google IoT cloud
platform. The gateway operates on TCP/IP protocol. The
sensor data is converted to IP packets and forwarded over
the Wi-Fi network. Transmitted data is stored and further
processed at Google cloud and an alert is generated if air
quality deteriorates below a certain threshold.
Fig.2. System overview of the Air Quality Monitoring
System
B. Block Diagram
The block diagram of the proposed the system is shown
inFig.3.Our proposed system acquires inputs from various
sensors which detect air quality. These acquired inputs are
conditioned andprovided to the control unit which processes
thesesignals. The algorithm in the controlunitpredictstheair
quality and this information are transmitted to the traffic
control station. Based on this information traffic can be
regulated to control air quality. This information can also be
viewed using a mobile application. This additional feature
allows users to follow less polluted routes thereby indirectly
bringing down pollution in highly polluted areas. System
overview of the Air Quality Monitoring System is shown in
Fig.2.
Fig.3.Block Diagram of Proposed system
C. Experimental Setup
The proposed system was developed using the
PIC18F45k22.The environmental setup for the developed
system is shown in Fig 4.The work was prototyped and we
have we considered sensors, MQ-7 which measures carbon-
monoxide, MQ135-which measures ammonia, MQ4-which
measures methane gas, and G37-for amount of oxygen. The
sensor inputs are acquired and undergo signal conditioning.
The output from the signal conditioning circuit is then
provided as input to an analog to digital converter of 10 bit
resolution, which inputs these PIC18F45K22.
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1030
Theinputs are giventoan air qualitymonitoralgorithmwhich
gets input values and compares them with threshold values.
The air quality information is then transmitted via a WiFi
transceiver-ESP 8266 to a remote server from where this
information canbe accessed bythe trafficcontrolstation.This
information can also be accessed through a mobile
application. The designed system not only sends a message
but also displays the status of the parameters of air quality
through a CLCD display.
Fig.4. Environmental setup of proposed system
Wi-Fi Module
Fig.5. ESP 8266 Wi-Fi enabled IoT Platform
Cloud computing is the platform of us in gremote servers on
the internet to control, store and process data in its place of
using a Personal Computer. It is an integral part of IoT based
systems. ESP 8266 Wi-Fi module is shown in Fig. 5. It is
configured using Net plug application thatshowsthelistofall
the devices connected and the nusing a password and wi-fi
name, procedure can be configured. The data received by
sensor is saved in PIC18F45K22 and it is uploaded on the
Google cloud via ESP 8266 Wi-Fi Module. The system utilizes
Google’s quick alert system that is configured to send alerts
to the contacts listed when the threshold is crossed.
Results And Discussion
A. Test case
Theproposed system was prototyped and tested.Thesystem
was validated using various test cases
Test case-1: Acquiring inputs from sensor
Test case-2: Processing data
Test case-3: Wireless Transmission
Test case-4: Display of gases present in CLCD.
The proposed system datastored inGoogle cloud isshown in
Fig.6.
Fig.6. ESP 8266 Google sheet
Conclusion
The proposed system was designed and tested in IoT
environment. It measures the air quality of a particular area
with the help of the hardware module fixed at certain
locations like lamp posts. The proposed system collected real
time pollution statistics using various sensors which
monitored percentage of gases like ammonia, oxygen and
carbonmonoxide.Using theseinputs the algorithm predicted
the air quality. Although there are a huge number of existing
systems, the proposed system provides a unique feature by
transmitting calculated information for traffic control
purposesif the airqualityis harmful.The additionalbenefitof
theproposed system isthe mobile application whichwillhelp
the common guy understand and be aware of the pollution
status of localities. This information can also lead to people
makinga contributiondirectlytoreduce pollution levels.This
proposed system can be optimized to consume less power as
this will be a battery or solar powered module.
FUTURE WORK
This module can be deployed in all cities selected for the
smart city project in our country. This will make our smart
cities places where people can live a healthier life.
REFERENCES
[1] Hugo Destaillats, RandyL. Maddalena, BrettC. Singer,
AlfredT. Hodgson and Thomas E. McKone “Indoor
pollutants emitted by office equipment: Are view of
reported data and information needs”, Atmosphere
Journal, Volume42, ISBN-1352-2310, 2008.
[2] IngridJohansson, PeterCarlsson, MikaelSandberg,
AndersKumlin, ”Emissions from concretean indoor air
qualityissue?”10th Nordic Symposium on Building
Physics,pp-330-337.
[3] Wen-BenYang, Wei-HsiangChen,Chung-ShinYuan,Jun-
ChenYangandQing-LiangZhao,’ Comparative
assessments of VOC emission rates and associated
health risks from waste water treatment processes,
Royal Society of Chemistry, 2012.
[4] LilliKirkeskovJensen, Annelise Larsen, LarsMolhave,
Mogens KraghHansen, BodilKnudsen‘ Health
Evaluation of Volatile Organic Compound (VOC)
Emissions from Wood and Wood-Based Materials’,
Archives of Environmental Health,Volume56,
Issue5,Pages419-432,2001.
[5] AmbientAirPollutionDatabase,WHO2014
[6] B. F. Yu, Z. B. Hu, M. Liu, H. L. Yang, Q. X. Kong, Y. H. Liu,
Review of research on air-conditioning system sand
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1031
indoor air quality control for human health,
International Journal of Refrigeration, Volume32,
Issue1, Pages3-20, 2009.
[7] Pallavi Asthana; Sumita , IoT Enabled Real Time Bolt
based Indoor Air Quality Monitoring System, 2018
International Conference on Computational and
Characterization Techniques inEngineering&Sciences
(CCTES)Integral University, Lucknow,India,Sep14-15,
2018
[8] [9]RivelinoM.CavalcanteMárciaV.F.deAndradeRozaneV.
MarinsLincolnD.M.Oliveira,’Development of a head
space-gas chromatography(HS-GC-PID-FID) method
for the determination of VOCs in environmental
aqueous matrices: Optimization, verification and
elimination of matrix effect and VOC distribution on
the Fortaleza Coast, Brazil, Micro chemical Journal,
Volume96, Issue 2, Pages337-343, 2010
[9] J. S. Kiurski, I. B. Oros, V. S. Kecic, I. M. Kovacevic and S.
M. Aksentijevic,” The temporal variation of indoor
pollutants in photocopying shop,” Stochastic
Environmental Research and Risk Assessment, vol.30,
no.4, pp.1289-1300, 2016
[10] Fioccola, G. B.; Sommese, R.; Tufano, I.; Canonico, R.;
Ventre, G. Polluino’ An efficient cloud-based
management of IoT devices for air quality monitoring’
IEEE2nd International Forum on Research and
Technologies for Society and Industry Leveraging a
Better Tomorrow (RTSI), 2016.
[11] Postolache, O. A.; Pereira, J. D.; Girão, P. S. Smart
sensors network for air quality monitoring
applications. IEEE Trans. In strum. Meas., 58, 3253–
3262, 2009.

More Related Content

What's hot

IOT based air quality and monitoring by using arduino
IOT based air quality and monitoring by using arduinoIOT based air quality and monitoring by using arduino
IOT based air quality and monitoring by using arduino
Gopikrishnateja Goli
 
Air quality monitoring system
Air quality monitoring systemAir quality monitoring system
Air quality monitoring system
Pravin Shinde
 
IOT BASED AIR POLLUTION MONITORING
IOT BASED AIR POLLUTION MONITORINGIOT BASED AIR POLLUTION MONITORING
IOT BASED AIR POLLUTION MONITORING
kantkamal2291
 
AN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptx
AN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptxAN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptx
AN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptx
20Q95A0402AVULAKALYA
 
3 layered advanced atm security
3 layered advanced atm security3 layered advanced atm security
3 layered advanced atm security
eSAT Journals
 
Vehicle tracking system using iot and gps
Vehicle tracking system using iot and gpsVehicle tracking system using iot and gps
Vehicle tracking system using iot and gps
krishna kumar
 
Cloud of things (IoT + Cloud Computing)
Cloud of things (IoT + Cloud Computing)Cloud of things (IoT + Cloud Computing)
Cloud of things (IoT + Cloud Computing)
Zakaria Hossain
 
Vehicle fuel monitoring system using iot
Vehicle fuel monitoring system using iotVehicle fuel monitoring system using iot
Vehicle fuel monitoring system using iot
MarkaVikaskumar
 
IOT POWERED WEARABLE HEALTH BAND
IOT POWERED WEARABLE HEALTH BANDIOT POWERED WEARABLE HEALTH BAND
IOT POWERED WEARABLE HEALTH BAND
SIDDHARTHHATKAR
 
Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)
Study Hub
 
Vehicle tracking and locking system based on GSM and GPS
Vehicle tracking and locking system based on GSM and GPSVehicle tracking and locking system based on GSM and GPS
Vehicle tracking and locking system based on GSM and GPS
Ashutha K
 
IoT Based Home Automation System Presantation
IoT Based Home Automation System PresantationIoT Based Home Automation System Presantation
IoT Based Home Automation System Presantation
Farhan Ahmed Rahee
 
BLUE EYES TECHNOLOGY
BLUE EYESTECHNOLOGYBLUE EYESTECHNOLOGY
BLUE EYES TECHNOLOGY
Chaitanya Ram
 
security and privacy-Internet of things
security and privacy-Internet of thingssecurity and privacy-Internet of things
security and privacy-Internet of things
sreelekha appakondappagari
 
IoT Based Patient Monitoring
IoT Based Patient MonitoringIoT Based Patient Monitoring
IoT Based Patient Monitoring
ijtsrd
 
EyeRing PowerPoint Presentation
EyeRing PowerPoint PresentationEyeRing PowerPoint Presentation
EyeRing PowerPoint Presentation
Priyad S Naidu
 
Iot architecture
Iot architectureIot architecture
Iot architecture
Niranjan Kumar
 
Pollution Monitoring System using Arduino and various gas sensor
Pollution Monitoring System using Arduino and various gas sensorPollution Monitoring System using Arduino and various gas sensor
Pollution Monitoring System using Arduino and various gas sensor
Utkarsh Jaiswal
 
Air pollution monitoring system using mobile gprs sensors array
Air pollution monitoring system using mobile gprs sensors arrayAir pollution monitoring system using mobile gprs sensors array
Air pollution monitoring system using mobile gprs sensors array
Saurabh Giratkar
 
project ppt.pptx
project ppt.pptxproject ppt.pptx
project ppt.pptx
GYamini22
 

What's hot (20)

IOT based air quality and monitoring by using arduino
IOT based air quality and monitoring by using arduinoIOT based air quality and monitoring by using arduino
IOT based air quality and monitoring by using arduino
 
Air quality monitoring system
Air quality monitoring systemAir quality monitoring system
Air quality monitoring system
 
IOT BASED AIR POLLUTION MONITORING
IOT BASED AIR POLLUTION MONITORINGIOT BASED AIR POLLUTION MONITORING
IOT BASED AIR POLLUTION MONITORING
 
AN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptx
AN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptxAN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptx
AN IOT BASED AIR POLLUTION MONITORING SYSTEM pptx (1).pptx
 
3 layered advanced atm security
3 layered advanced atm security3 layered advanced atm security
3 layered advanced atm security
 
Vehicle tracking system using iot and gps
Vehicle tracking system using iot and gpsVehicle tracking system using iot and gps
Vehicle tracking system using iot and gps
 
Cloud of things (IoT + Cloud Computing)
Cloud of things (IoT + Cloud Computing)Cloud of things (IoT + Cloud Computing)
Cloud of things (IoT + Cloud Computing)
 
Vehicle fuel monitoring system using iot
Vehicle fuel monitoring system using iotVehicle fuel monitoring system using iot
Vehicle fuel monitoring system using iot
 
IOT POWERED WEARABLE HEALTH BAND
IOT POWERED WEARABLE HEALTH BANDIOT POWERED WEARABLE HEALTH BAND
IOT POWERED WEARABLE HEALTH BAND
 
Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)Vehicle accident detection system (VAD)
Vehicle accident detection system (VAD)
 
Vehicle tracking and locking system based on GSM and GPS
Vehicle tracking and locking system based on GSM and GPSVehicle tracking and locking system based on GSM and GPS
Vehicle tracking and locking system based on GSM and GPS
 
IoT Based Home Automation System Presantation
IoT Based Home Automation System PresantationIoT Based Home Automation System Presantation
IoT Based Home Automation System Presantation
 
BLUE EYES TECHNOLOGY
BLUE EYESTECHNOLOGYBLUE EYESTECHNOLOGY
BLUE EYES TECHNOLOGY
 
security and privacy-Internet of things
security and privacy-Internet of thingssecurity and privacy-Internet of things
security and privacy-Internet of things
 
IoT Based Patient Monitoring
IoT Based Patient MonitoringIoT Based Patient Monitoring
IoT Based Patient Monitoring
 
EyeRing PowerPoint Presentation
EyeRing PowerPoint PresentationEyeRing PowerPoint Presentation
EyeRing PowerPoint Presentation
 
Iot architecture
Iot architectureIot architecture
Iot architecture
 
Pollution Monitoring System using Arduino and various gas sensor
Pollution Monitoring System using Arduino and various gas sensorPollution Monitoring System using Arduino and various gas sensor
Pollution Monitoring System using Arduino and various gas sensor
 
Air pollution monitoring system using mobile gprs sensors array
Air pollution monitoring system using mobile gprs sensors arrayAir pollution monitoring system using mobile gprs sensors array
Air pollution monitoring system using mobile gprs sensors array
 
project ppt.pptx
project ppt.pptxproject ppt.pptx
project ppt.pptx
 

Similar to Air Quality Monitoring and Control System in IoT

IRJET - Study on Smart Air Pollution Monitoring System based on IoT
IRJET - Study on Smart Air Pollution Monitoring System based on IoTIRJET - Study on Smart Air Pollution Monitoring System based on IoT
IRJET - Study on Smart Air Pollution Monitoring System based on IoT
IRJET Journal
 
Air Pollution Monitoring System
Air Pollution Monitoring SystemAir Pollution Monitoring System
Air Pollution Monitoring System
IRJET Journal
 
IRJET- Air Quality and Dust Level Monitoring using IoT
IRJET-  	  Air Quality and Dust Level Monitoring using IoTIRJET-  	  Air Quality and Dust Level Monitoring using IoT
IRJET- Air Quality and Dust Level Monitoring using IoT
IRJET Journal
 
Final Synopsis -Bharathi(21-4-23).doc
Final Synopsis -Bharathi(21-4-23).docFinal Synopsis -Bharathi(21-4-23).doc
Final Synopsis -Bharathi(21-4-23).doc
malli36
 
Design and Implementation of Portable Outdoor Air Quality Measurement System ...
Design and Implementation of Portable Outdoor Air Quality Measurement System ...Design and Implementation of Portable Outdoor Air Quality Measurement System ...
Design and Implementation of Portable Outdoor Air Quality Measurement System ...
IJECEIAES
 
HOSTILE GAS MONITORING SYSTEM USING IoT
HOSTILE GAS MONITORING SYSTEM USING IoTHOSTILE GAS MONITORING SYSTEM USING IoT
HOSTILE GAS MONITORING SYSTEM USING IoT
IRJET Journal
 
An Efficient Tracking System for Air and Sound.pdf
An Efficient Tracking System for Air and Sound.pdfAn Efficient Tracking System for Air and Sound.pdf
An Efficient Tracking System for Air and Sound.pdf
Aakash Sheelvant
 
EDD Project A35 group. final.pdf Department of ENTC
EDD Project A35 group. final.pdf Department of ENTCEDD Project A35 group. final.pdf Department of ENTC
EDD Project A35 group. final.pdf Department of ENTC
MihirDatir1
 
Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...
Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...
Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...
BRNSSPublicationHubI
 
IRJET-E-Waste Management using Robotics
IRJET-E-Waste Management using RoboticsIRJET-E-Waste Management using Robotics
IRJET-E-Waste Management using Robotics
IRJET Journal
 
IRJET- Soil, Water and Air Quality Monitoring System using IoT
IRJET- Soil, Water and Air Quality Monitoring System using IoTIRJET- Soil, Water and Air Quality Monitoring System using IoT
IRJET- Soil, Water and Air Quality Monitoring System using IoT
IRJET Journal
 
internet of things (IOT)
 internet of things (IOT) internet of things (IOT)
internet of things (IOT)
Vijay Prakash
 
Vijay prakash assignment internet of things
Vijay prakash assignment internet of things Vijay prakash assignment internet of things
Vijay prakash assignment internet of things
Vijay Prakash
 
IRJET- Web-Based Air and Noise Pollution Monitoring and Alerting Syetem
IRJET-  	  Web-Based Air and Noise Pollution Monitoring and Alerting SyetemIRJET-  	  Web-Based Air and Noise Pollution Monitoring and Alerting Syetem
IRJET- Web-Based Air and Noise Pollution Monitoring and Alerting Syetem
IRJET Journal
 
IRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution MonitoringIRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution Monitoring
IRJET Journal
 
Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...
Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...
Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...
TELKOMNIKA JOURNAL
 
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOTSMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
IRJET Journal
 
IRJET- Air Pollution Monitoring System using the Internet of Things
IRJET- Air Pollution Monitoring System using the Internet of ThingsIRJET- Air Pollution Monitoring System using the Internet of Things
IRJET- Air Pollution Monitoring System using the Internet of Things
IRJET Journal
 
IRJET- IoT based Air Pollution Monitoring System using Arduino
IRJET-  	  IoT based Air Pollution Monitoring System using ArduinoIRJET-  	  IoT based Air Pollution Monitoring System using Arduino
IRJET- IoT based Air Pollution Monitoring System using Arduino
IRJET Journal
 
IRJET- Air and Sound Pollution Monitoring System using IoT
IRJET- Air and Sound Pollution Monitoring System using IoTIRJET- Air and Sound Pollution Monitoring System using IoT
IRJET- Air and Sound Pollution Monitoring System using IoT
IRJET Journal
 

Similar to Air Quality Monitoring and Control System in IoT (20)

IRJET - Study on Smart Air Pollution Monitoring System based on IoT
IRJET - Study on Smart Air Pollution Monitoring System based on IoTIRJET - Study on Smart Air Pollution Monitoring System based on IoT
IRJET - Study on Smart Air Pollution Monitoring System based on IoT
 
Air Pollution Monitoring System
Air Pollution Monitoring SystemAir Pollution Monitoring System
Air Pollution Monitoring System
 
IRJET- Air Quality and Dust Level Monitoring using IoT
IRJET-  	  Air Quality and Dust Level Monitoring using IoTIRJET-  	  Air Quality and Dust Level Monitoring using IoT
IRJET- Air Quality and Dust Level Monitoring using IoT
 
Final Synopsis -Bharathi(21-4-23).doc
Final Synopsis -Bharathi(21-4-23).docFinal Synopsis -Bharathi(21-4-23).doc
Final Synopsis -Bharathi(21-4-23).doc
 
Design and Implementation of Portable Outdoor Air Quality Measurement System ...
Design and Implementation of Portable Outdoor Air Quality Measurement System ...Design and Implementation of Portable Outdoor Air Quality Measurement System ...
Design and Implementation of Portable Outdoor Air Quality Measurement System ...
 
HOSTILE GAS MONITORING SYSTEM USING IoT
HOSTILE GAS MONITORING SYSTEM USING IoTHOSTILE GAS MONITORING SYSTEM USING IoT
HOSTILE GAS MONITORING SYSTEM USING IoT
 
An Efficient Tracking System for Air and Sound.pdf
An Efficient Tracking System for Air and Sound.pdfAn Efficient Tracking System for Air and Sound.pdf
An Efficient Tracking System for Air and Sound.pdf
 
EDD Project A35 group. final.pdf Department of ENTC
EDD Project A35 group. final.pdf Department of ENTCEDD Project A35 group. final.pdf Department of ENTC
EDD Project A35 group. final.pdf Department of ENTC
 
Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...
Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...
Design and Implementation of Smart Environmental Air Pollution Monitoring Sys...
 
IRJET-E-Waste Management using Robotics
IRJET-E-Waste Management using RoboticsIRJET-E-Waste Management using Robotics
IRJET-E-Waste Management using Robotics
 
IRJET- Soil, Water and Air Quality Monitoring System using IoT
IRJET- Soil, Water and Air Quality Monitoring System using IoTIRJET- Soil, Water and Air Quality Monitoring System using IoT
IRJET- Soil, Water and Air Quality Monitoring System using IoT
 
internet of things (IOT)
 internet of things (IOT) internet of things (IOT)
internet of things (IOT)
 
Vijay prakash assignment internet of things
Vijay prakash assignment internet of things Vijay prakash assignment internet of things
Vijay prakash assignment internet of things
 
IRJET- Web-Based Air and Noise Pollution Monitoring and Alerting Syetem
IRJET-  	  Web-Based Air and Noise Pollution Monitoring and Alerting SyetemIRJET-  	  Web-Based Air and Noise Pollution Monitoring and Alerting Syetem
IRJET- Web-Based Air and Noise Pollution Monitoring and Alerting Syetem
 
IRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution MonitoringIRJET- IoT based Industrial Pollution Monitoring
IRJET- IoT based Industrial Pollution Monitoring
 
Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...
Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...
Implementation of Integration VaaMSN and SEMAR for Wide Coverage Air Quality ...
 
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOTSMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
 
IRJET- Air Pollution Monitoring System using the Internet of Things
IRJET- Air Pollution Monitoring System using the Internet of ThingsIRJET- Air Pollution Monitoring System using the Internet of Things
IRJET- Air Pollution Monitoring System using the Internet of Things
 
IRJET- IoT based Air Pollution Monitoring System using Arduino
IRJET-  	  IoT based Air Pollution Monitoring System using ArduinoIRJET-  	  IoT based Air Pollution Monitoring System using Arduino
IRJET- IoT based Air Pollution Monitoring System using Arduino
 
IRJET- Air and Sound Pollution Monitoring System using IoT
IRJET- Air and Sound Pollution Monitoring System using IoTIRJET- Air and Sound Pollution Monitoring System using IoT
IRJET- Air and Sound Pollution Monitoring System using IoT
 

More from ijtsrd

‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation
ijtsrd
 
Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...
ijtsrd
 
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and ProspectsDynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
ijtsrd
 
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
ijtsrd
 
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
ijtsrd
 
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
ijtsrd
 
Problems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A StudyProblems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A Study
ijtsrd
 
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
ijtsrd
 
The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...
ijtsrd
 
A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...
ijtsrd
 
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
ijtsrd
 
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
ijtsrd
 
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. SadikuSustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
ijtsrd
 
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
ijtsrd
 
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
ijtsrd
 
Activating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment MapActivating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment Map
ijtsrd
 
Educational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger SocietyEducational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger Society
ijtsrd
 
Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...
ijtsrd
 
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
ijtsrd
 
Streamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine LearningStreamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine Learning
ijtsrd
 

More from ijtsrd (20)

‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation
 
Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...
 
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and ProspectsDynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
 
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
 
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
 
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
 
Problems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A StudyProblems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A Study
 
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
 
The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...
 
A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...
 
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
 
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
 
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. SadikuSustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
 
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
 
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
 
Activating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment MapActivating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment Map
 
Educational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger SocietyEducational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger Society
 
Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...
 
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
 
Streamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine LearningStreamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine Learning
 

Recently uploaded

Leveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit InnovationLeveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit Innovation
TechSoup
 
Temple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation resultsTemple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation results
Krassimira Luka
 
A Visual Guide to 1 Samuel | A Tale of Two Hearts
A Visual Guide to 1 Samuel | A Tale of Two HeartsA Visual Guide to 1 Samuel | A Tale of Two Hearts
A Visual Guide to 1 Samuel | A Tale of Two Hearts
Steve Thomason
 
HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.
deepaannamalai16
 
BBR 2024 Summer Sessions Interview Training
BBR  2024 Summer Sessions Interview TrainingBBR  2024 Summer Sessions Interview Training
BBR 2024 Summer Sessions Interview Training
Katrina Pritchard
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
Nicholas Montgomery
 
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDFLifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Vivekanand Anglo Vedic Academy
 
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
PECB
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
Celine George
 
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
imrankhan141184
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
HajraNaeem15
 
Chapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptxChapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptx
Denish Jangid
 
Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...
PsychoTech Services
 
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skillsspot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
haiqairshad
 
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumPhilippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
MJDuyan
 
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
Nguyen Thanh Tu Collection
 
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptxPrésentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
siemaillard
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
RidwanHassanYusuf
 
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPLAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
RAHUL
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Henry Hollis
 

Recently uploaded (20)

Leveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit InnovationLeveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit Innovation
 
Temple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation resultsTemple of Asclepius in Thrace. Excavation results
Temple of Asclepius in Thrace. Excavation results
 
A Visual Guide to 1 Samuel | A Tale of Two Hearts
A Visual Guide to 1 Samuel | A Tale of Two HeartsA Visual Guide to 1 Samuel | A Tale of Two Hearts
A Visual Guide to 1 Samuel | A Tale of Two Hearts
 
HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.
 
BBR 2024 Summer Sessions Interview Training
BBR  2024 Summer Sessions Interview TrainingBBR  2024 Summer Sessions Interview Training
BBR 2024 Summer Sessions Interview Training
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
 
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDFLifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
 
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
 
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
 
Chapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptxChapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptx
 
Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...Gender and Mental Health - Counselling and Family Therapy Applications and In...
Gender and Mental Health - Counselling and Family Therapy Applications and In...
 
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skillsspot a liar (Haiqa 146).pptx Technical writhing and presentation skills
spot a liar (Haiqa 146).pptx Technical writhing and presentation skills
 
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumPhilippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) Curriculum
 
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
 
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptxPrésentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
 
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPLAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UP
 
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
 

Air Quality Monitoring and Control System in IoT

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 3 Issue 5, August 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1028 Air Quality Monitoring and Control System in IoT Soe Soe Mon, Thida Soe, Khin Aye Thu Lecturer, Faculty of Computer Systems and Technologies, University of Computer Studies, Hinthada, Myanmar How to cite this paper: Soe Soe Mon | Thida Soe | Khin Aye Thu "Air Quality Monitoring and Control System in IoT" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-3 | Issue-5, August 2019, pp.1028-1031, https://doi.org/10.31142/ijtsrd26554 Copyright © 2019 by author(s) and International Journalof Trendin Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative CommonsAttribution License (CC BY 4.0) (http://creativecommons.org/licenses/by /4.0) ABSTRACT Air pollution that refers to the contamination of the air,irrespectiveof indoors or outside. A physical, biological or chemical alteration to the air in the atmosphere can be termed as pollution. It occurs when any harmful gases, dust, smoke enters into the atmosphere and makes it difficult for plants, animals, and humans to survive as the air becomes dirty. Proposed system considers pollution due to automobiles and provide a realtimesolution which is not just monitors pollution levels but also take into consideration control measures for reducing traffic and industrial zone in highly polluted areas.The solution is provided by a sensor based hardware module which can be placed along roads and plants. These modules can be placed on lamp posts and they transfer information about airqualitywirelesslyto cloud server.Theproposed system also provides about air quality information through a mobile application which enables commuters to take up routes where air quality is good. KEYWORDS: air pollution; sensor; IoT; hardware; traffic control INTRODUCTION In the genrerationof fast data transmission over internet, Internet of Thingshas attained a lot of power. It can be enable various devices to communicate over communications Channel and store the data on a cloud database through network. IoT canbe utilized to monitor indoor or outdoor airqualityin realtime. There are various things in universities environment that cause to the poor quality of air like fresh paints, polish on the wooden surface, photocopier machines, traffic,smokeetc.[1]. When the level of the controlling increases beyond the permissible levels in the environment can affect various organs of human body. Various chemicals that cause the decline of air quality are inhaled and absorbed in human body instigating allergies, sensitivities etc. Poor air quality may have much injurious effect on the younger generation specially those residing in University premises. Most of the student’s time is spent University campus and in air- conditioned environment where there is limited scope of fresh air circulation[2], it is important to monitor the air quality for increased levelsofO3,No2,CO,Co2 andVOC.These gases are toxic innature [3] and itmayhave somereasonsfor various illness in students resulting in poor concentration, irregular attendance in classandpooracademicperformance. Therefore very important to understand the actual acceptable levelsof various contaminantsthatarebeingrated by different agencies[4]. Fig.1 illustrates the level of air quality in various countries across the world. It may be observed from the figure that condition of air quality in Myanmar is quite presented. It has been also found that persistent level of enhanced Containment in air can prove to be fatal for all the living being including Humans[6]. Therefore ,it has been observed That air pollutionis one of the major causes of the global deaths and premature deaths. Fig.1. Level of Poor IAQ in various parts of World [5] Fig.2. Percentage of death from ambient Particulate Matter pollution in the World. IJTSRD26554
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1029 Related work IoT based air quality monitoring system has collected a lot of attention and various researchers have developed different microcontroller-based arrangement [8][9]. Temporal variation of CO and CO2 concentration in indoor environment has been investigated in detail by Kiuriski et al [10]. The study concludes the level of these two gases increases to a peak value at certain times in a day and proper ventilation could help in reducing the harmful effect of these gases within the confined environment. Fioccola etal [11] built a system based on Arduino board. Although the system used cloud platform, however, the presented system is not wireless. Further in the readings obtained from sensor are not stored locally hence in case of interruption in internet connection the acquired data will be lost. Postolache et al. [12] presented a Wi-Fi indoor air quality management system with multiplesensor nodes. The system employed Lab VIEW web server and laptop as main processing and control unitwhichperformedneuralnetwork analysis on the received from each sensor node. Proposed System Most of the above studies are have not considered possible remedies that may be employed to reduce the harmful effect of toxic gases. In this proposed system that have devised an IOT based Air contamination observing framework using Googlecloud that monitors the air quality in real time using sensors for measuring Air Quality parameters. Cloud computing platform is utilized to store and process data. The system will generate an alert when quality of air deteriorates beyond the permissible limits. If the air quality is detected at environment of university level, preventive measures may be implemented which will reduce potential risks to students, staff and environment residents. Further, analysis of causes of increased pollutants at an instant of time would benefit those potentially endangered by significantly high concentrations of air pollutants. The rest of the proposedsystemisorganized as follows section A deal with system overview design, before the conclusion section provides the results, methods to improve air quality are discussed in the end of section concludes the paper. A. System Design of Air Quality Monitoring System The air quality monitoring system proposed in this work has four main sensors assembly and ESP8266 based IoT board. Some of the important features that need to be considered for selecting IoT platform for a particular application are the size of memory, number of general purpose input pins, peripheral communications such as SPI, I2C, USART and its communication capacities like Ethernet, Wi-fi, Bluetooth, Zigbee etc. ESP 8266 module is one of the most powerful IoT enabled boards that satisfies therequirement of present application. It consists of a 32-bit RISC CPU: Tensilica Xtensa LX106 ,64 KB internal memory, 96 KB memory for data storage and 4MB Flash memory. Google script can generate its own Wi-fi network via connectivity module ESP8266. Architecture of the proposed IoT Indoor/Outdoor Air Quality management system is shown in Fig. 2. Data generated by the Air Quality sensor is first received and processed by PIC18F45K22, which is a 40-pin microcontroller. It has five ports, three timers and it can support various communication protocols. Some of the important supported protocols are Parallel protocol, Serial Protocol and Inter-Integrated Circuit (I2C) protocol. The gateway for data transmission to the cloud was built using connectivity module ESP8266 on the Google IoT cloud platform. The gateway operates on TCP/IP protocol. The sensor data is converted to IP packets and forwarded over the Wi-Fi network. Transmitted data is stored and further processed at Google cloud and an alert is generated if air quality deteriorates below a certain threshold. Fig.2. System overview of the Air Quality Monitoring System B. Block Diagram The block diagram of the proposed the system is shown inFig.3.Our proposed system acquires inputs from various sensors which detect air quality. These acquired inputs are conditioned andprovided to the control unit which processes thesesignals. The algorithm in the controlunitpredictstheair quality and this information are transmitted to the traffic control station. Based on this information traffic can be regulated to control air quality. This information can also be viewed using a mobile application. This additional feature allows users to follow less polluted routes thereby indirectly bringing down pollution in highly polluted areas. System overview of the Air Quality Monitoring System is shown in Fig.2. Fig.3.Block Diagram of Proposed system C. Experimental Setup The proposed system was developed using the PIC18F45k22.The environmental setup for the developed system is shown in Fig 4.The work was prototyped and we have we considered sensors, MQ-7 which measures carbon- monoxide, MQ135-which measures ammonia, MQ4-which measures methane gas, and G37-for amount of oxygen. The sensor inputs are acquired and undergo signal conditioning. The output from the signal conditioning circuit is then provided as input to an analog to digital converter of 10 bit resolution, which inputs these PIC18F45K22.
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1030 Theinputs are giventoan air qualitymonitoralgorithmwhich gets input values and compares them with threshold values. The air quality information is then transmitted via a WiFi transceiver-ESP 8266 to a remote server from where this information canbe accessed bythe trafficcontrolstation.This information can also be accessed through a mobile application. The designed system not only sends a message but also displays the status of the parameters of air quality through a CLCD display. Fig.4. Environmental setup of proposed system Wi-Fi Module Fig.5. ESP 8266 Wi-Fi enabled IoT Platform Cloud computing is the platform of us in gremote servers on the internet to control, store and process data in its place of using a Personal Computer. It is an integral part of IoT based systems. ESP 8266 Wi-Fi module is shown in Fig. 5. It is configured using Net plug application thatshowsthelistofall the devices connected and the nusing a password and wi-fi name, procedure can be configured. The data received by sensor is saved in PIC18F45K22 and it is uploaded on the Google cloud via ESP 8266 Wi-Fi Module. The system utilizes Google’s quick alert system that is configured to send alerts to the contacts listed when the threshold is crossed. Results And Discussion A. Test case Theproposed system was prototyped and tested.Thesystem was validated using various test cases Test case-1: Acquiring inputs from sensor Test case-2: Processing data Test case-3: Wireless Transmission Test case-4: Display of gases present in CLCD. The proposed system datastored inGoogle cloud isshown in Fig.6. Fig.6. ESP 8266 Google sheet Conclusion The proposed system was designed and tested in IoT environment. It measures the air quality of a particular area with the help of the hardware module fixed at certain locations like lamp posts. The proposed system collected real time pollution statistics using various sensors which monitored percentage of gases like ammonia, oxygen and carbonmonoxide.Using theseinputs the algorithm predicted the air quality. Although there are a huge number of existing systems, the proposed system provides a unique feature by transmitting calculated information for traffic control purposesif the airqualityis harmful.The additionalbenefitof theproposed system isthe mobile application whichwillhelp the common guy understand and be aware of the pollution status of localities. This information can also lead to people makinga contributiondirectlytoreduce pollution levels.This proposed system can be optimized to consume less power as this will be a battery or solar powered module. FUTURE WORK This module can be deployed in all cities selected for the smart city project in our country. This will make our smart cities places where people can live a healthier life. REFERENCES [1] Hugo Destaillats, RandyL. Maddalena, BrettC. Singer, AlfredT. Hodgson and Thomas E. McKone “Indoor pollutants emitted by office equipment: Are view of reported data and information needs”, Atmosphere Journal, Volume42, ISBN-1352-2310, 2008. [2] IngridJohansson, PeterCarlsson, MikaelSandberg, AndersKumlin, ”Emissions from concretean indoor air qualityissue?”10th Nordic Symposium on Building Physics,pp-330-337. [3] Wen-BenYang, Wei-HsiangChen,Chung-ShinYuan,Jun- ChenYangandQing-LiangZhao,’ Comparative assessments of VOC emission rates and associated health risks from waste water treatment processes, Royal Society of Chemistry, 2012. [4] LilliKirkeskovJensen, Annelise Larsen, LarsMolhave, Mogens KraghHansen, BodilKnudsen‘ Health Evaluation of Volatile Organic Compound (VOC) Emissions from Wood and Wood-Based Materials’, Archives of Environmental Health,Volume56, Issue5,Pages419-432,2001. [5] AmbientAirPollutionDatabase,WHO2014 [6] B. F. Yu, Z. B. Hu, M. Liu, H. L. Yang, Q. X. Kong, Y. H. Liu, Review of research on air-conditioning system sand
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD26554 | Volume – 3 | Issue – 5 | July - August 2019 Page 1031 indoor air quality control for human health, International Journal of Refrigeration, Volume32, Issue1, Pages3-20, 2009. [7] Pallavi Asthana; Sumita , IoT Enabled Real Time Bolt based Indoor Air Quality Monitoring System, 2018 International Conference on Computational and Characterization Techniques inEngineering&Sciences (CCTES)Integral University, Lucknow,India,Sep14-15, 2018 [8] [9]RivelinoM.CavalcanteMárciaV.F.deAndradeRozaneV. MarinsLincolnD.M.Oliveira,’Development of a head space-gas chromatography(HS-GC-PID-FID) method for the determination of VOCs in environmental aqueous matrices: Optimization, verification and elimination of matrix effect and VOC distribution on the Fortaleza Coast, Brazil, Micro chemical Journal, Volume96, Issue 2, Pages337-343, 2010 [9] J. S. Kiurski, I. B. Oros, V. S. Kecic, I. M. Kovacevic and S. M. Aksentijevic,” The temporal variation of indoor pollutants in photocopying shop,” Stochastic Environmental Research and Risk Assessment, vol.30, no.4, pp.1289-1300, 2016 [10] Fioccola, G. B.; Sommese, R.; Tufano, I.; Canonico, R.; Ventre, G. Polluino’ An efficient cloud-based management of IoT devices for air quality monitoring’ IEEE2nd International Forum on Research and Technologies for Society and Industry Leveraging a Better Tomorrow (RTSI), 2016. [11] Postolache, O. A.; Pereira, J. D.; Girão, P. S. Smart sensors network for air quality monitoring applications. IEEE Trans. In strum. Meas., 58, 3253– 3262, 2009.