International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064




Downloads: 113

Research Paper | Environmental Science Studies | India | Volume 5 Issue 8, August 2016


Modeling of Ambient Air Pollutants through Artificial Neural Network in Residential Area of Ujjain City

Alka Srivastava | Ashok K. Sharma


Abstract: The quality of air has become a major priority for worldwide health. The rise of human illness, because of pollution, leads to the gathering of new strategies for the levels of integrated systems of environmental management. The present paper subscribes to this concern and proposes a model for concentration prediction of airborne pollutants SOx, NOx, RSPM and SPM from a risk area (Sensitive area) in Ujjain City. The model uses the ANN system which analyze all these datas and find the error coming during the experiment. Actually the ANN can simulate this phenomenon, and in the present paper, values of the pollutants concentration from will be provisioned. The present ANN uses for training a number of variables and a large number of data (measured values). For the development and validation of the model it is necessary to have an adequate and continuous monitoring system for data. Airborne pollutants concentrations were measured with different instruments between December 2013 and December 2015. The comparison between the results from real measured data from sensitive area and the result of coming values provided a small maximum absolute error of 0.55.


Keywords: Artificial Neural Network, Mean Square Error, Suspended Particulate Matter, Respirable Suspended Particulate Matter, Sum Square error


Edition: Volume 5 Issue 8, August 2016,


Pages: 999 - 1001


How to Cite this Article?

Alka Srivastava, Ashok K. Sharma, "Modeling of Ambient Air Pollutants through Artificial Neural Network in Residential Area of Ujjain City", International Journal of Science and Research (IJSR), Volume 5 Issue 8, August 2016, pp. 999-1001, https://www.ijsr.net/get_abstract.php?paper_id=ART2016996

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'Suspended Particulate Matter'

Downloads: 6 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Environmental Science Studies, India, Volume 10 Issue 11, November 2021

Pages: 23 - 26

Effect of Particulate Matter on Stone Crushing Sites

Mahendra Kumar Upadhyaya

Share this Article

Downloads: 136

Research Paper, Environmental Science Studies, India, Volume 6 Issue 10, October 2017

Pages: 616 - 619

The Effect of Marble-Slurry on Total Chlorophyll Content and Chlorophyll A/B Ratios in Some Tree Species

Dr Vibha Khanna | Lata Gahlot [3]

Share this Article


Top