Paper Conference

Proceedings of Building Simulation 2017: 15th Conference of IBPSA


A Residential Case Study to Validate a New Default Detection Method Based on Discrepancies Between Simulated and Measured Data

Rozenn Josse-Buret1,2, Frederic Wurtz1, Philippe Marchal2, Etienne Wurtz2
1Univ. Grenoble Alpes, CNRS, Grenoble INP∗, G2Elab, Grenoble, France
2Univ. Grenoble Alpes, CEA, LITEN, INES, LGEB, Grenoble, France

Abstract: Guarantee of performance (GP) is a big research challenge that we propose to address in this paper. Even if different guides have been developed, a need in automation of defaults detection in buildings is felt. In this paper, we propose a method helping the GP by detecting these defaults, using the method of Morris and the ABC-PMC bayesian algorithm. We apply it on an inhabited house, focusing the analysis on absence periods. We test and compare 2 techniques for absence detection. Finally we study the impact of simulation on short periods on the Morris analysis.
Pages: 511 - 520