Computing Library › AI Plasma Control
AI Plasma Control

Control Actuator Inventory

The hardware the control stack can command - coils, power supplies, heating, current drive, and fueling - and each one's character.

Magnetic actuators

Heating and current drive

Kronos motion — control stack

Neutral-beam injection and radio-frequency systems (ion- and electron-cyclotron, lower-hybrid) heat the plasma and can drive non-inductive current. They are slower to modulate than coils and are shared among several control goals - heating power, current-profile shaping, and localized mode control - so their allocation is a control problem in itself.

Fueling and impurity actuators

Actuator character matters

Every actuator has a bandwidth, a delay, a range, and a cost of use. Coils are fast and precise but limited in authority; beams are powerful but slow and coarse; gas is fast but inefficient; pellets are efficient but discrete. Good control matches each objective to the actuator whose character fits, rather than forcing one actuator to do everything.

The command surface

The actuator-management layer presents this heterogeneous hardware to the controllers as a bounded command surface with known limits and dynamics. Understanding the inventory - what each actuator can and cannot do - is a prerequisite for designing any loop that uses it.