IoT Based Air Quality Prediction System Using SVM And RF

Prof. Ashok Kalal; Ruturaj Bhosale; Nisha Rodge; Shreyas Sutar; Onkar Vaidya

IoT Based Air Quality Prediction System Using SVM And RF

March 2023

Vol-9, Issue-2

Paper ID: 19375

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Information Technology

Keywords

Air quality monitoring Machine learning Air quality index.

Abstract

Internet of Things (IoT) may be a worldwide system of “smart devices” which will communicate with users, interact with environment, and detect their surroundings. We live in an era that is plagues by global air pollution. There are several things that have led to an increase in pollution with the passage of time, such as a rise in vehicle use, industrialization and urbanization, which can negatively affect human health. When elements like Carbon Dioxide, smoke, alcohol, Benzene, NH3 and NO2 are present in enough amount, the quality of the air rapidly goes down. For the purpose of analysing, we are developing an IoT Based Air Quality Prediction System which will help in detecting the quality of the air by making use of internet servers. The system currently exists have inadequate precision, low sensitivity and requires analysis from the laboratory.

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Author Information

#	Name	Institute / Affiliation
1	Prof. Ashok Kalal	Anantrao Pawar College of Engineering and Research Pune
2	Ruturaj Bhosale	Anantrao Pawar College of Engineering and Research Pune
3	Nisha Rodge	Anantrao Pawar College of Engineering and Research Pune
4	Shreyas Sutar	Anantrao Pawar College of Engineering and Research Pune
5	Onkar Vaidya	Anantrao Pawar College of Engineering and Research Pune

How to Cite

Use the following formats to cite this article in your research.

APA Style

Kalal, Prof. Ashok, Bhosale, Ruturaj, Rodge, Nisha, Sutar, Shreyas, & Vaidya, Onkar (2023). IoT Based Air Quality Prediction System Using SVM And RF. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 359-363.

MLA Style

Kalal, Prof. Ashok, et al. "IoT Based Air Quality Prediction System Using SVM And RF." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 359-363.

IEEE Style

Prof. Ashok Kalal, Ruturaj Bhosale, Nisha Rodge, Shreyas Sutar, and Onkar Vaidya, "IoT Based Air Quality Prediction System Using SVM And RF," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 359-363, 2023.

Vancouver Style

Kalal Prof. Ashok, Bhosale Ruturaj, Rodge Nisha, Sutar Shreyas, Vaidya Onkar. IoT Based Air Quality Prediction System Using SVM And RF. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):359-363.

Harvard Style

Kalal, Prof. Ashok, Bhosale, Ruturaj, Rodge, Nisha, Sutar, Shreyas, & Vaidya, Onkar (2023) 'IoT Based Air Quality Prediction System Using SVM And RF', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 359-363.

Chicago Style

Kalal, Prof. Ashok, et al. "IoT Based Air Quality Prediction System Using SVM And RF." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 359-363.

Turabian Style

Kalal, Prof. Ashok, et al. "IoT Based Air Quality Prediction System Using SVM And RF." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 359-363.