An electric submersible pump (ESP) assembly. The ESP assembly comprises a first actuator having a first member that is configured to extend and retract radially with respect to a central axis of the ESP assembly in response to receiving a control input, wherein the first actuator is mechanically coupled to an electric motor, to a seal section, or to a centrifugal pump of the ESP assembly.