Approximation tools for detecting unforeseen sudden events

A splines-based algorithm is devised to detect the onset of unforeseen events, such as the opening of windows in a house, causing a sudden drop of the internal temperature. It allows also the reprogramming of the thermostat control to restore the desired conditions.