ANN based modeling for Common Effluent Treatment Plant

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94,90 

ISBN: 3639703960
ISBN 13: 9783639703962
Autor: Vyas, Monika
Verlag: Scholars‘ Press
Umfang: 276 S.
Erscheinungsdatum: 08.12.2013
Auflage: 1/2013
Format: 1.8 x 22 x 15
Gewicht: 429 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 5987543 Kategorie:

Beschreibung

The concept of employing Common Effluent Treatment Plants (CETPs) to collectively treat effluents emanating from a number of industries is assuming rapid significance due to industrialization and expected reduced cost of collective treatment. Modeling of process variables in CETPs is helpful in controlling its dynamic behavior and for predicting plant performances. Determination of real-time data is costly requiring lab and skilled personnel, besides having limitations on measurement of real-time process variables such as BOD. Under such circumstances, process modeling could be gainfully employed. CETPs have time-varying dynamics that is non-linear, making conventional modeling techniques ineffective, and necessitating use of techniques such as Artificial Neural Networks (ANN). This Book employs ANN to evolve a framework wherein advance predictions of CETP performances can be made, and applies ANN models to the case of a CETP at Bhopal, India. It is expected that this Book would be of use to Researchers, CETP Plant Operators/Managers, Regulatory authorities such as the Pollution Control Boards/Agencies, and to individual industries who intend to join the CETPs.

Autorenporträt

Monika Vyas has a doctorate in Environmental Engineering, and specializes in Environmental modelling techniques. She is a graduate in Civil Engineering, and has several publications in her area of specialization. Currently, Dr. Monika Vyas is the Head of the Department of Civil Engineering at the Radharaman Engineering College , Bhopal, India.

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