Data sources and approaches for building occupancy profiles at the urban scale–A review
Buildings' occupant profiles at the urban scale play an important role in various applications
like Urban Building Energy Modeling (UBEM) and assessing energy consumption patterns …
like Urban Building Energy Modeling (UBEM) and assessing energy consumption patterns …
UBEM's archetypes improvement via data-driven occupant-related schedules randomly distributed and their impact assessment
Abstract In Urban Building Energy Models (UBEMs), buildings are usually modelled via
archetypes describing occupants' behaviour via fixed schedules. This research (i) creates …
archetypes describing occupants' behaviour via fixed schedules. This research (i) creates …
[HTML][HTML] Smart meter-based archetypes for socioeconomically sensitive urban building energy modeling
Urban building energy modeling (UBEM) and its associated tools have proliferated in recent
years, leading to various model development, simulation, calibration approaches, and use …
years, leading to various model development, simulation, calibration approaches, and use …
[HTML][HTML] Simulation-based evaluation of occupancy on energy consumption of multi-scale residential building archetypes
Building archetypes are commonly used to identify areas with energy-inefficient buildings
and estimate energy demand at different spatial scales. However, these archetypes often …
and estimate energy demand at different spatial scales. However, these archetypes often …
Machine learning based multi-objective optimisation of energy consumption, thermal comfort and CO2 concentration in energy-efficient naturally ventilated residential …
The complex correlation between energy consumption, Indoor Environmental Quality (IEQ)
and occupancy is significant for residential buildings but often overlooked in design and …
and occupancy is significant for residential buildings but often overlooked in design and …
Identification of influential factors for combined energy consumption and indoor environmental quality in residential buildings
The development of an overall building performance simulation model requires a multitude
of input parameters which can be a challenging and resource-heavy task for building …
of input parameters which can be a challenging and resource-heavy task for building …