Common control strategies for optimizing pump energy consumption in heating or chilled water systems include proportional-integral-derivative (PID) control, model predictive control (MPC), and simple scheduling. These strategies can be used to adjust pump speed, flow rate, and pressure in response to changing system demands, optimizing energy consumption and reducing waste.