Stochastic Thermal Regulation Challenge

Design and implement a PID control loop capable of maintaining a constant temperature in a container subject to unpredictable, high-frequency external thermal noise. You must characterize your system's dead time and noise floor, then tune your controller to minimize steady-state error while maintaining stability during introduced step-load disturbances. Document your loop response curves and justify your tuning parameters based on the system's identified transfer function.