Detection of occupant actions in buildings through change point analysis of in-situ measurements

The application of the proposed methodology using CPA was successful. Comparing the results of action detection with the daily journals of the occupants or specific sensors used for the same purpose, an accuracy of 97% in detecting window opening, 97% in showering, 100% in heating and 85% in cooking was obtained.