Abstract: A method of monitoring and predicting measurement data includes: collecting a first plurality of measured data values over an initial time interval; calculating an initial predictive model based on the initial measured data values and calculating a prediction of data values over a prediction time window based on the initial predictive model; collecting a second plurality of measured data values at a plurality of time values following the initial time interval; for each of the second plurality of time values, calculating a new predictive model based on: a data value at a current time value, the first plurality of measured data values, and measured data values associated with time values between the current time value and the initial time interval; and for each of the second plurality of time values, calculating a prediction of data values over a prediction time window based on the new predictive model.