An Artificial Neural Network (ANN): Based air quality index forecast for the city of Meerut
Author(s): Lokesh Kumar and Gaurav Kumar
Abstract: PM10 is one of the primary air pollutants
responsible for air pollution. This research employed ANNs, a widely used
learning method, to assess the effects of this contaminant on human health and
the environment, utilizing data collected between 2019 and 2023. The Pollution
Control Board of Uttar Pradesh (UPPCB)'s air observation center gathered data
on the center of industry in Meerut and completed the simulation and
optimization procedures using SPSS programming. Before being compared with the
actual air quality data, the estimated air quality results were subjected to a
multilayer perceptron analysis. Additionally, there have been cases where the
air quality index (AQI) values in the Meerut province have surpassed the
permissible limit, particularly during periods of high output.
Lokesh Kumar, Gaurav Kumar. An Artificial Neural Network (ANN): Based air quality index forecast for the city of Meerut. Int J Stat Appl Math 2025;10(2S):16-20. DOI: 10.22271/maths.2025.v10.i2Sa.1995
