Dynamical Modelling & Estimation in Wastewater Treatment Processes

Name: Dynamical Modelling & Estimation in Wastewater Treatment Processes
Author: Dochain, D.|Vanrolleghem, P.
ISBN: 9781900222501

Dochain, D.|Vanrolleghem, P.

Language: English

Published by IWA PUB, 2001

1900222507 / 9781900222501

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KlappentextrnrnEnvironmental quality is becoming an increasing concern in our society. In that context, waste and wastewater treatment, and more specifically biological wastewater treatment processes play an important role. In this book, we conc.

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Title: Dynamical Modelling & Estimation in Wastewater Treatment Processes
Author: Dochain, D.|Vanrolleghem, P.
Publisher: IWA PUB
Publication year: 2001
Condition: New
Binding: Gebunden
Language: English
ISBN 10: 1900222507
ISBN 13: 9781900222501

Environmental quality is becoming an increasing concern in our society. In that context, waste and wastewater treatment, and more specifically biological wastewater treatment processes play an important role. In this book, we concentrate on the mathematical modelling of these processes. The main purpose is to provide the increasing number of professionals who are using models to design, optimise and control wastewater treatment processes with the necessary background for their activities of model building, selection and calibration. The book deals specifically with dynamic models because they allow us to describe the behaviour of treatment plants under the highly dynamic conditions that we want them to operate (e.g. Sequencing Batch Reactors) or we have to operate them (e.g. storm conditions, spills). Further extension is provided to new reactor systems for which partial differential equation descriptions are necessary to account for their distributed parameter nature (e.g. settlers, fixed bed reactors). The model building exercise is introduced as a step-wise activity that, in this book, starts from mass balancing principles. In many cases, different hypotheses and their corresponding models can be proposed for a particular process. It is therefore essential to be able to select from these candidate models in an objective manner. To this end, structure characterisation methods are introduced. Important sections of the book deal with the collection of high quality data using optimal experimental design, parameter estimation techniques for calibration and the on-line use of models in state and parameter estimators. Contents Dynamical Modelling Dynamical Mass Balance Model Building and Analysis Structure Characterisation (SC) Structural Identifiability Practical Identifiability and Optimal Experiment Design for Parameter Estimation (OED/PE) Estimation of Model Parameters Recursive State and Parameter Estimation Glossary Nomenclature

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