Modeling And Simulations of Bioprocess (Dept. Elec.-II ) (180405)  


Syllabus

Sr. Topics Teaching Hours Module Weightage
1

Concepts of optimization, single variable optimization, Linear and Non Linear Programming Methods with Numericals, Specialized Optimization techniques-GA, ANN etc. Few Applications.
2

Concept of modeling, Unstructured and structured modeling, meaning and interpretation through Deterministic and stochastic models, Segregated and unsegregated models, Shu’s segregated models for Lactic acid fermentation.
3
Details of Structured kinetic models:
Compartmental models, Product formation, Unstructured and structured models, Genetically structured models.
4

Stochastic model for thermal sterilization of the medium, Modelling for activated sludge process, Model for anaerobic digestion, Models for lactic acid fermentation and antibiotic production, other case studies
5

Process simulation techniques, Equation oriented approach, Equation oriented simulators ( SPEED UP, ASCEND, FLOWSIM, QUASILIN, DYNSIM), simulation programs based on Euler’s methods, Newton – Raphsen methods, Runga – Kutta methods, Simulation of biochemical system models.