Repository for bioreactor simulation and optimization. Includes a Monod-based bioreactor model, PID controller for temperature regulation, and DEAP-based optimizer for maximizing productivity.

Before optimizing the policy, it is important to train the Bayesian network model: fermentation_BN_new2.R: use function bioreactor to generate the simulation data from Bioreactor simulator and run ...

Bioreactors have been widely used in tissue engineering because of their controllability in environments and operating conditions. But bioreactor design is very complex and still at an early stage of ...