Dear Hossein,

The topic sounds great and it is feasible. Yes, you need experimental analysis for confirming that your model works as designed.

I suggest you read the book " Bioreactors: Analysis and Design" by Professor Tapobrata Panda.

Book Details

Title: Bioreactors: Analysis and Design

Publisher: McGraw Hill Education (India) Private Limited: New York, Chicago, San Francisco, Athens, London, Madrid, Mexico City, Milan, New Delhi, Singapore, Sydney, Toronto

Copyright / Pub. Date: 2011 McGraw-Hill Education Private Limited

ISBN: 9780070704244

The book abstract:Abstract: In recent times, the field of Biology has seen many changes and advancements. This evolution makes a good knowledge about the bioreactor and its operation inevitable for all professionals and students working in this area. Bioreactors: Analysis and Design, arguably the first of its kind, will address all the issues faced by this group. The book begins with an overview of biological reactions, elements of bioreactor design, and fundamentals of mass and energy balances in biological reactions. It discusses in detail the important bioreactors, viz., air-lift reactor, reactors for animal cell processes, and reactors for plant cell processes. Also, CFD in bioreactors is discussed and numerous numerical problems are provided throughout for better explanation of the processes. The book also covers the mechanical design considerations for the various kinds of bioreactors. With its comprehensive coverage, this book would be useful for researchers, teachers, and students working in the area of bioreactors alike. 

Good luck,

Rafik