Forecasting indoor temperatures during heatwaves using time series models

Early prediction of impending high temperatures in buildings could play a vital role in reducing heat-related morbidity and mortality. A recursive, AutoRegressive time series model using eXogenous inputs (ARX) and a rolling forecasting origin has been developed to provide reliable short-term forecas...

Full description

Saved in:
Bibliographic Details
Main Authors: Matej Gustin, Rob McLeod, Kevin Lomas
Format: Default Article
Published: 2018
Subjects:
Other built environment and design not elsewhere classified
Time series forecasting
Machine learning
Black-box model
ARX model
ARMAX model
Overheating
Built Environment and Design not elsewhere classified
Online Access:https://hdl.handle.net/2134/34595
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items