my-projects

In this repository, I put some of my mini-projects and practices. A list of files:

1. NMPC.py -> In this file, an offset-free nonlinear model predictive control is implemented using tensorflow and scipy.
2. eo_flash.py -> Using Pyomo as an algebraic modeling language a simple equation oriented flash calculation is developed.
3. reactor_optimization.py -> Using Pyomo and its capability to discritize optimization prblem domain automatically, a plug flow reactor is optimized using Ipopt solver of the optimization problem.
4. PINN.py -> A physics informed neural network is develped using tensorflow v2 for a pde benchmark.