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Call for Papers:Vol.11 Issue.4

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Title: :  Air Pollution Classification using ML and IoT
PaperId: :  18954
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 1 2023
DUI:    16.0415/IJARIIE-18954
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MALAVIKA K SIES COLLEGE OF ENGINEERING, CHITTILAPPILLY, THRISSUR
NAHIDHA V AIES COLLEGE OF ENGINEERING, CHITTILAPPILLY, THRISSUR
SAMITHA C MIES COLLEGE OF ENGINEERING, CHITTILAPPILLY, THRISSUR
UNNIMAYA M UIES COLLEGE OF ENGINEERING, CHITTILAPPILLY, THRISSUR
SAMYA ALIIES COLLEGE OF ENGINEERING, CHITTILAPPILLY, THRISSUR

Abstract

Computer Engineering
air pollution, classification, neural network, Internet of things, Arduino, MQ135 Gas Sensor, IOT, Node MCU
Air pollution can be a threat to the human environment. It becomes a global issue in the world for every country. Air pollution is caused by many factors and becomes dangerous if the concentration level exceeds the normal levels. Several gasses including PM10, SO2, CO, O3, and NO2 can be hazard pollution. These gasses concentration can be sensed by IoT sensors. When the concentration is exceeds the threshold, it become unhealthy condition for human life. Adverse effects of air pollution include mild allergic reactions such as irritation of the throat, eyes and nose as well as some serious problems like bronchitis, heart diseases, pneumonia, lung and aggravated asthma on human health. Further the air pollutants mix up with the water vapour in the air causing acid rain. There is a requirement of a proper system to keep a check on air pollution. An IOT based air pollution monitoring system is proposed that uses MQ 135 gas sensors interfaced to node MCU; the system is connected through ESP8266 Wi-Fi module to the think speak cloud to analyze the sensor data. This proposed model can be utilized in a number of ways; the main idea involves the system to be installed in every vehicle so that emission of every vehicle remains under set level. IOT based framework can be the best solution to fight back problems such as global warming.

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IJARIIE MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. "Air Pollution Classification using ML and IoT" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 1 2023 Page 160-166
MLA MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. "Air Pollution Classification using ML and IoT." International Journal Of Advance Research And Innovative Ideas In Education 9.1(2023) : 160-166.
APA MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, & SAMYA ALI. (2023). Air Pollution Classification using ML and IoT. International Journal Of Advance Research And Innovative Ideas In Education, 9(1), 160-166.
Chicago MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. "Air Pollution Classification using ML and IoT." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 1 (2023) : 160-166.
Oxford MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. 'Air Pollution Classification using ML and IoT', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, 2023, p. 160-166. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Air_Pollution_Classification_using_ML_and__IoT_ijariie18954.pdf (Accessed : 24 January 2025).
Harvard MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. (2023) 'Air Pollution Classification using ML and IoT', International Journal Of Advance Research And Innovative Ideas In Education, 9(1), pp. 160-166IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Air_Pollution_Classification_using_ML_and__IoT_ijariie18954.pdf (Accessed : 24 January 2025)
IEEE MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI, "Air Pollution Classification using ML and IoT," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, pp. 160-166, Jan-Feb 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Air_Pollution_Classification_using_ML_and__IoT_ijariie18954.pdf [Accessed : 24 January 2025].
Turabian MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. "Air Pollution Classification using ML and IoT." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 1 (24 January 2025).
Vancouver MALAVIKA K S, NAHIDHA V A, SAMITHA C M, UNNIMAYA M U, and SAMYA ALI. Air Pollution Classification using ML and IoT. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 24 January 2025]; 9(1) : 160-166. Available from: https://ijariie.com/AdminUploadPdf/Air_Pollution_Classification_using_ML_and__IoT_ijariie18954.pdf
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