1. A well drilling system, comprising: a predictive device which outputs predicted parameter values in response to input of actual parameter values to the predictive device; and a sensor that is a source of the actual parameter values, wherein the predictive device continues to output the predicted parameter values when the predictive device fails to receive valid actual parameter values, wherein the sensor comprises a flowmeter, and wherein the flowmeter measures fluid flow through a bypass line.