Common control strategies used in chiller plant control systems include proportional-integral-derivative (PID) control, model predictive control (MPC), and rule-based control. PID control is used to regulate temperature, pressure, and flow rate, while MPC is used to optimize system operation based on predictive models of system behavior. Rule-based control uses pre-defined rules to govern system operation, such as starting or stopping equipment based on specific conditions.