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Course10310521560 lectures

Mathematical Modelling and Simulation of Chemical Engineering Process

Prof. Sourav Mondal · IIT Kharagpur

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About

The course is designed to enlighten you with different mathematical modelling approaches and strategies of chemical engineering process and design, both stochastic and deterministic. The course contents involved advanced theoretical framework of different types of transfer process related to heat, mass and fluid flow. The simulation techniques of these process are also covered. We also include dispersed phase modelling and modelling of stochastic processes.

Intended audience: Undergraduate, post graduate and research students. Working professionals particularly in chemical and process industries. PG course instructors

Prerequisites: Essential: Engineering mathematics (at UG level, Numerical methods (UG level). Desirable: Basics of fluid mechanics, heat and mass transfer.

Lectures

Week 1 :

  1. Lecture-1 : Introduction YouTube
  2. Lecture-2 : Introduction (Contd.) YouTube
  3. Lecture-3 : Constitutive relations YouTube
  4. Lecture-4 : Constitutive relations - mass transfer and thermodynamics YouTube
  5. Lecture-5 : Process diagrams YouTube

Week 2 :

  1. Lecture-6 : Special functions YouTube
  2. Lecture-7 : Partial differential equations YouTube
  3. Lecture-8 : Partial differential equations - separation of variables YouTube
  4. Lecture-9 : PDE - separation of variables (Contd.) YouTube
  5. Lecture-10: PDE - integral transforms YouTube

Week 3 :

  1. Lecture-11: Numerical techniques of solving PDE - discretization YouTube
  2. Lecture-12 : Stability of finite difference schemes YouTube
  3. Lecture-13: Numerical solution of PDE - method of lines YouTube
  4. Lecture-14 : Numerical solution of implicit formulation - tridiagonal matrix YouTube
  5. Lecture-15 : Numerical solution of PDE - Finite volume method YouTube

Week 4:

  1. Lecture-16 : Perturbation methods YouTube
  2. Lecture-17 : Asymptotics YouTube
  3. Lecture-18 : Matched Asymptotics YouTube
  4. Lecture-19 : Stability of dynamical systems YouTube
  5. Lecture-20 : Stability of dynamical systems (Contd.) YouTube

Week 5:

  1. Lecture-21 : Modelling transport phenomena problems - part 1 YouTube
  2. Lecture-22 : Modelling transport phenomena problems - part 2 YouTube
  3. Lecture-23 : Modelling transport phenomena problems - part 3 YouTube
  4. Lecture-24 : Modelling transport phenomena problems - part 4 YouTube
  5. Lecture-25 : Modelling transport phenomena problems - part 5 YouTube

Week 6:

  1. Lecture-26 : Modelling reaction systems - packed bed catalytic reactor YouTube
  2. Lecture-27 : Modelling intraparticle transport and catalysis YouTube
  3. Lecture-28 : Modelling pore diffusion and reaction YouTube
  4. Lecture-29 : Modelling enzymatic reactions YouTube
  5. Lecture-30 : Demonstration of COMSOL Multiphysics YouTube

Week 7 :

  1. Lecture-31 : Modelling of multistage distillation process YouTube
  2. Lecture-32 :FUG method of stage calculations YouTube
  3. Lecture-33 : MESH equations and DOF analysis YouTube
  4. Lecture-34 : Tearing method YouTube
  5. Lecture-35 : Bubble point method stage calculations YouTube

Week 8 :

  1. Lecture-36: Simultaneous correction method YouTube
  2. Lecture-37: Block tridiagonal matrix YouTube
  3. Lecture-38: Simple binary batch distillation YouTube
  4. Lecture-39: Multistage batch distillation YouTube
  5. Lecture-40: Heat exchanger network design – pinch analysis YouTube

Week 9 :

  1. Lecture-41: Pinch point temperature YouTube
  2. Lecture-42: Heat exchanger network synthesis YouTube
  3. Lecture-43: Solving a distillation column using Aspen plus YouTube
  4. Lecture-44: Solving two unit operations using Aspen Plus YouTube
  5. Lecture-45: Solving multiple units using Aspen Plus YouTube

Week 10 :

  1. Lecture-46: Dispersed phase modelling – introduction YouTube
  2. Lecture-47: Population balance equation YouTube
  3. Lecture-48: Dispersed phase modelling – breakage process YouTube
  4. Lecture-49: Drop size distribution in lean mixtures YouTube
  5. Lecture-50: Mass transfer in lean liquid-liquid dispersion YouTube

Week 11 :

  1. Lecture-51: Dispersed phase modelling – aggregation YouTube
  2. Lecture-52: Dispersed phase modelling – Aerosol dynamics YouTube
  3. Lecture-53: Dispersed phase modelling – Aerosol dynamics – (Contd.) YouTube
  4. Lecture-54: Solution of the population balance equation YouTube
  5. Lecture-55: Numerical solution of the population balance equation YouTube

Week 12 :

  1. Lecture-56: Kinetic monte carlo simulation YouTube
  2. Lecture-57: Response surface methodology YouTube
  3. Lecture-58: Design of experiments YouTube
  4. Lecture-59: Artificial neural network YouTube
  5. Lecture-60: Supervised training YouTube

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Chemical Engineering
Teacher
Prof. Sourav Mondal
Level
Undergraduate
Language
English
Subjects
Chemistry, Engineering
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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