A systematic review of building electricity use profile models

X Kang, J An, D Yan - Energy and Buildings, 2023 - Elsevier
The building sector contributes significantly to overall energy consumption and carbon
emissions. Improving renewable energy utilization in buildings is of considerable …

[HTML][HTML] A review of urban energy systems at building cluster level incorporating renewable-energy-source (RES) envelope solutions

X Zhang, M Lovati, I Vigna, J Widén, M Han, C Gal… - Applied Energy, 2018 - Elsevier
The emergence of renewable-energy-source (RES) envelope solutions, building retrofit
requirements and advanced energy technologies brought about challenges to the existing …

Identification of typical building daily electricity usage profiles using Gaussian mixture model-based clustering and hierarchical clustering

K Li, Z Ma, D Robinson, J Ma - Applied energy, 2018 - Elsevier
This paper presents a clustering-based strategy to identify typical daily electricity usage
(TDEU) profiles of multiple buildings. Different from the majority of existing clustering …

Many-objective day-ahead optimal scheduling of residential flexible loads integrated with stochastic occupant behavior models

Z Luo, J Peng, R Yin - Applied Energy, 2023 - Elsevier
Residential flexible load scheduling is playing a more and more vital role in balancing the
supply and demand of utility grids with the increasing penetration of solar and wind power …

Hierarchical and K-means clustering to assess thermal dissatisfaction and productivity in university classrooms

AM Bueno, IM da Luz, IL Niza, EE Broday - Building and Environment, 2023 - Elsevier
The thermal environment is one of the main factors that influences Thermal Comfort and,
consequently, the productivity of the occupants. The poor quality of the indoor environment …

Clustering and statistical analyses of air-conditioning intensity and use patterns in residential buildings

J An, D Yan, T Hong - Energy and Buildings, 2018 - Elsevier
Energy conservation in residential buildings has gained increased attention due to its large
portion of global energy use and potential of energy savings. Occupant behavior has been …

Bridging the knowledge gap between energy-saving intentions and behaviours of young people in residential buildings

X Chen, Z Gou - Journal of Building Engineering, 2022 - Elsevier
The energy-efficient behaviour of occupants in residential buildings is critical to reducing the
carbon emissions of buildings. However, it is not clear how to motivate occupants, especially …

[HTML][HTML] Behavior segmentation of electricity consumption patterns: A cluster analytical approach

R Kaur, D Gabrijelčič - Knowledge-Based Systems, 2022 - Elsevier
Developing effective energy use and management strategies requires the knowledge of
determinants and patterns of the electricity usage behavior of different consumers. This …

[HTML][HTML] Profiling office workers based on their self-reported preferences of indoor environmental quality and psychosocial comfort at their workplace during COVID-19

MA Ortiz, PM Bluyssen - Building and Environment, 2022 - Elsevier
Due to the COVID-19 pandemic, a large number of office workers were required to conduct
their work from home. Little is known about the indoor environmental quality (IEQ) …

Gaussian Mixture Model based pattern recognition for understanding the long-term impact of COVID-19 on energy consumption of public buildings

Z Huang, Z Gou - Journal of Building Engineering, 2023 - Elsevier
At present, the structural transformation of energy demand of public buildings in the post-
pandemic era is not well known, and there is also a lack of fine-grained research on energy …