A systematic review of building electricity use profile models
The building sector contributes significantly to overall energy consumption and carbon
emissions. Improving renewable energy utilization in buildings is of considerable …
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
The emergence of renewable-energy-source (RES) envelope solutions, building retrofit
requirements and advanced energy technologies brought about challenges to the existing …
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
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 …
(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
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 …
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
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 …
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
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 …
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 …
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 …
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) …
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 …
pandemic era is not well known, and there is also a lack of fine-grained research on energy …