Modelling the disaggregated demand for electricity in residential buildings using artificial neural networks (deep learning approach)

T Jasiński - Energies, 2020 - mdpi.com
The paper addresses the issue of modelling the demand for electricity in residential
buildings with the use of artificial neural networks (ANNs). Real data for six houses in …

For publication in 2019 acc a flexible framework for building occupancy detection using spatiotemporal pattern networks

SY Tan, H Saha, AR Florita, GP Henze… - 2019 American …, 2019 - ieeexplore.ieee.org
This paper presents a reliable, scalable, and transferable framework to predict occupancy in
a building utilizing diverse, multi-modal information. We propose a new methodology for …