AITL DEMO (2-tier) — Same persistent disturbance, different outcome

PID ONLY (No FSM)
fails: cannot remove steady-state error
Disturbance: persistent load
Outcome: does not return to setpoint
Setpoint
Response
Disturbance
AITL (PID + FSM supervision)
recovers: FSM authorizes bias cancellation
Disturbance: same persistent load
FSM trigger: |e| > 0.20 for a while
Outcome: returns to setpoint
Setpoint
Response
Disturbance