Paper Conference

Proceedings of BauSim Conference 2020: 8th Conference of IBPSA-Germany and Austria

     

CALIBRATION OF DOMESTIC HOT WATER SYSTEM SIMULATIONS WITH STOCHASTIC PROFILES

A. Bres

DOI: https://doi.org/10.3217/978-3-85125-786-1-77
Abstract: Calibration makes it possible to reduce uncertainties in simulations. While a number of techniques have been proposed to achieve this in the context of building and system simulation, they have mostly been applied to static building or system parameters, rather than parameters related to occupant-driven loads. This paper investigates calibration in the presence of stochastic behavioral models for domestic hot water demand. With such stochastic models, simulation outputs and measurements should be aggregated to facilitate comparison. The paper shows in which measure parameters used in stochastic behaviour models can be calibrated in a Bayesian setting using such aggregation.
Pages: 640 - 646
Paper:
bausim2020_77