Science/Engineering Mukesh Khare, S.M. Shiva Nagendra, ?Artificial Neural Networks in Vehicular Pollution Modelling? (3540374175)

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Science/Engineering Mukesh Khare, S.M. Shiva Nagendra, ?Artificial Neural Networks in Vehicular Pollution Modelling?

Posted on 2010-03-15

Name:	Science/Engineering Mukesh Khare, S.M. Shiva Nagendra, ?Artificial Neural Networks in Vehicular Pollution Modelling?
ASIN/ISBN:	3540374175
Language:	English
File size:	3.8 Mb
ISBN:	3540374175
Publish Date:	December 20, 2006
File Type:	PDF
Pages:	242 Pages
File Size:	3.8 MB
Other Info:	Springer

Science/Engineering Mukesh Khare, S.M. Shiva Nagendra, ?Artificial Neural Networks in Vehicular Pollution Modelling?

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Mukesh Khare, S.M. Shiva Nagendra, ?Artificial Neural Networks in Vehicular Pollution Modelling?

Artificial neural networks (ANNs), which are parallel computational models, comprising of interconnected adaptive processing units (neurons) have the capability to predict accurately the dispersive behavior of vehicular pollutants under complex environmental conditions. This book aims at describing step-by-step procedure for formulation and development of ANN based VP models considering meteorological and traffic parameters. The model predictions are compared with existing line source deterministic/statistical based models to establish the efficacy of the ANN technique in explaining frequent dispersion complexities in urban areas. The book is very useful for hardcore professionals and researchers working in problems associated with urban air pollution management and control.

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