Wood-Berry Distillation Tower Simulation Package

Folders

1. Benchmark_Plots

• Step test plots
• Optimal steady state input dynamics

2. ControlLoops

• Decoupled system drawings

3. FIS: Contextual Bandit Fault Identification System

4. FTC_Case1: MeOH priority.

5. FTC_Case2: Water priority.

6. FTC_Case3: Both considered.

• Velocity_Case4_initial: Initial results
• Velocity_Case4_Ucost: Reward contains deltaU cost
• Case1_Case2_using_MISO: Case 1 and case 2 using the MISO RL Code
• SMDP: SMDP Case studies of case 3

7. MATLAB_Files:

• Decoupler: Decoupled Wood-Berry distillation tower
• wood_berry_distillation: Raw Wood-Berry distillation tower m file. Has transfer function and conversion from tf2ss.

8. Paper_Plots

• Bad system dynamic plots (inv response, overshoot, oscillations)
• Case study plots:
  Case 1: Top product priority
  Case 2: Bottom product priority
  Case 3: Top & bottom priority
  Case 4: Adaptability Study
  

Modules

1. Decoupled_Distillation: Decoupled Wood-Berry distillation tower simulation with PI regulatory controllers.

2. Woodberry_Distillation: Initial Wood-Berry distillation tower simulation with PI regulatory controllers.

3. Woodberry_Distillation_RL: Initial Wood-Berry distillation tower simulation with RL in supervisory layer.

4. RL_Module_Position: Position reinforcement learning module. Takes absolute states and actions.

5. RL_Module_Velocity: Velocity reinforcement learning module. Takes relative actions given error.

6. RL_Module_Velocity_MIMO_SMDP: MIMO SMDP reinforcement learning module. Considers semi-Markov processes.

7. RL_Module_Velocity_SMDP: SMDP reinforcement learning module.