Process Modelling and Simulation in Chemical, Biochemical and Environmental Engineering

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Process Modelling and Simulation in Chemical, Biochemical and Environmental Engineering

Process Modelling and Simulation in Chemical, Biochemical and Environmental Engineering by Ashok Kumar Verma
English | 2014 | ISBN: 1482205920 | 424 pages | PDF | 10,3 MB

The use of simulation plays a vital part in developing an integrated approach to process design. By helping save time and money before the actual trial of a concept, this practice can assist with troubleshooting, design, control, revamping, and more.
explores effective modeling and simulation approaches for solving equations. Using a systematic treatment of model development and simulation studies for chemical, biochemical, and environmental processes, this book explains the simplification of a complicated process at various levels with the help of a "model sketch."
It introduces several types of models, examines how they are developed, and provides examples from a wide range of applications. This includes the simple models based on simple laws such as Fick's law, models that consist of generalized equations such as equations of motion, discrete-event models and stochastic models (which consider at least one variable as a discrete variable), and models based on population balance.
Divided into 11 chapters, this book:
* Presents a systematic approach of model development in view of the simulation needs
* Includes modeling techniques to model hydrodynamics, mass and heat transfer, and reactors for single as well as multi-phase systems
* Provides stochastic and population balance models
* Covers the application and development of artificial neural network models and hybrid ANN models
* Highlights gradients based techniques as well as statistical techniques for model validation and sensitivity analysis
* Contains examples on development of analytical, stochastic, numerical, and ANN-based models and simulation studies using them
* Illustrates modeling concepts with a wide spectrum of classical as well as recent research papers
includes recent trends in modeling and simulation, e.g. artificial neural network (ANN)-based models, and hybrid models. It contains a chapter on flowsheeting and batch processes using commercial/open source software for simulation.

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Tags: Process, Modelling, Simulation, Chemical, Biochemical, Environmental, Engineering

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