3 papers
stat.CO2017
Ensemble-marginalized Kalman filter for linear time-dependent PDEs with noisy boundary conditions: Application to heat transfer in building walls
Marco Iglesias, Zaid Sawlan, Marco Scavino +2
In this work, we present the ensemble-marginalized Kalman filter (EnMKF), a sequential algorithm analogous to our previously proposed approach [1,2], for estimating the state and p…
stat.AP2017
Quantifying uncertainty in thermal properties of walls by means of Bayesian inversion
Lia De Simon, Marco Iglesias, Benjamin Jones +1
We introduce a computational framework to statistically infer thermophysical properties of any given wall from in-situ measurements of air temperature and surface heat fluxes. The…
stat.AP2016
Bayesian inferences of the thermal properties of a wall using temperature and heat flux measurements
Marco Iglesias, Zaid Sawlan, Marco Scavino +2
The assessment of the thermal properties of walls is essential for accurate building energy simulations that are needed to make effective energy-saving policies. These properties a…