CO2 EMISSION PREDICTION USING MACHINE LEARNING

P Jeevanasai; Shreedhara N Hegde

CO2 EMISSION PREDICTION USING MACHINE LEARNING

July 2023

Vol-9, Issue-4

Paper ID: 21079

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Application

Keywords

Machine learning multiple linear regression.

Abstract

The use of fossil fuels is increasing at an alarming rate as a result of the ongoing progress of global industrialization and the development of human society. A rate, which causes severe environmental problems, including the greenhouse effect. Carbon dioxide (CO2) is one of the primary gases that cause the greenhouse effect. There is evidence that, during the last 200 years, the average yearly temperature of the Earth's surface has been rising globally. This essay examines and projects carbon dioxide (CO2) emissions. use the Indian dataset from the years 1995 to 2018. The purpose of this study is also to inform readers of the gravity of the present environmental problems. Multiple linear regression is a statistical method used to predict and analyze data. The year, India's population, and its power consumption are regarded as independent factors, whereas CO2 emissions are the dependent variables. The test result produced by the multiple linear regression model was 96.40%.

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Author Information

#	Name	Institute / Affiliation
1	P Jeevanasai	Dayananda Sagar Academy of Technology and Management
2	Shreedhara N Hegde	Dayananda Sagar Academy of Technology and Management

How to Cite

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

APA Style

Jeevanasai, P & Hegde, Shreedhara N (2023). CO2 EMISSION PREDICTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 9(4), 1127-1133.

MLA Style

Jeevanasai, P, and Shreedhara N Hegde. "CO2 EMISSION PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 4, 2023, pp. 1127-1133.

IEEE Style

P Jeevanasai and Shreedhara N Hegde, "CO2 EMISSION PREDICTION USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 4, pp. 1127-1133, 2023.

Vancouver Style

Jeevanasai P, Hegde Shreedhara N. CO2 EMISSION PREDICTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(4):1127-1133.

Harvard Style

Jeevanasai, P & Hegde, Shreedhara N (2023) 'CO2 EMISSION PREDICTION USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 9(4), pp. 1127-1133.

Chicago Style

Jeevanasai, P and Shreedhara N Hegde. "CO2 EMISSION PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 9, no. 4 (2023): 1127-1133.

Turabian Style

Jeevanasai, P and Shreedhara N Hegde. "CO2 EMISSION PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 9, no. 4 (2023): 1127-1133.