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Full Description
This book explores effective modelling and simulation approaches for solving equations. It provides a clear explanation of how to simplify complex processes at various levels with the help of a 'model sketch'. The second edition covers modelling of multi-stage processes and multi-stage, multi-phase systems with thermodynamic processes, including reactive distillation. Additionally, process intensification is introduced with modelling of electrochemical processes. A chapter on batch processes in filtration, adsorption, drying, distillation and batch reactors is included, backed by case studies.
Presents a systematic approach of model development in view of the simulation need
Discusses modelling techniques to model hydrodynamics, mass and heat transfer, and reactors for single- as well as multi-stage/multi-phase systems
Explores diffusion based on Stefan-Maxwell theory, including principal component analysis
Reviews dynamics models covering process dynamics
Includes enhanced case studies to illustrate simulations, including ANN
This book is aimed at senior undergraduate and graduate students in chemical, biochemical and environmental engineering.
Contents
1. Introduction to Modelling and Simulation 2. An Overview of Modelling and Simulation 3. Models Based on Simple Laws 4. Models Based on Laws of Conservation 5. Multi-Phase Systems without Reaction 6. Multi-Phase Systems with Reaction 7. Multi-Stage/Multi-Phase Systems with Thermodynamic Processes 8. Coupled Processes and Process Intensification 9. Dynamic Models 10. Population-Balance Models and Discrete-Event Models 11. Artificial Neural Network-Based Models and Use of AI and ML 12. Model Validation and Sensitivity Analysis 13. Case Studies 14. Simulation of Large Plants
