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Recognition of Future Air Quality Index using Artificial Neural Network

Author(s):

Ruchi Raturi , SCOE Vadgaon Pune, Maharashtra, India ; Dr. J. R. Prasad, Professor, Dept. of Computer Engineering, SCOE Vadgaon Pune, Maharashtra, India

Keywords:

Air Quality Index, Artificial Neural Network (ANN)

Abstract

The environment is affected in terms of global climate change and adverse effects for plants and eco systems due to urbanization in recent years. Vehicles are a significant source of emissions into the atmosphere. The commonly occurred air pollutants are CO, NO, NO2 , PM 10 , O3, SO2 and several organic compounds which gives dangerous effects on biological structure of human being like loss of human lives and spoil other living organisms. Hence there is need to monitor air pollution. Many decision support systems are designed for monitoring the data but they are largely limited. We are implementing a system with data mining method for prediction of next day or next month air pollution count with Multilayer perceptron (MLP) and Artificial Neural Network (ANN).

Other Details

Paper ID: IJSRDV6I40730
Published in: Volume : 6, Issue : 4
Publication Date: 01/07/2018
Page(s): 1364-1367

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