[HTML][HTML] Deployment and control of adaptive building facades for energy generation, thermal insulation, ventilation and daylighting: A review
H Alkhatib, P Lemarchand, B Norton… - Applied Thermal …, 2021 - Elsevier
A major objective in the design and operation of buildings is to maintain occupant comfort
without incurring significant energy use. Particularly in narrower-plan buildings, the …
without incurring significant energy use. Particularly in narrower-plan buildings, the …
Towards developing a systematic knowledge trend for building energy consumption prediction
The rapid depletion of natural sources of energy, coupled with increasing global population
has triggered the emergence of various techniques and strategies for building energy …
has triggered the emergence of various techniques and strategies for building energy …
Explainable long-term building energy consumption prediction using QLattice
S Wenninger, C Kaymakci, C Wiethe - Applied Energy, 2022 - Elsevier
The global building sector is responsible for nearly 40% of total carbon emissions, offering
great potential to move closer to set climate goals. Energy performance certificates designed …
great potential to move closer to set climate goals. Energy performance certificates designed …
[HTML][HTML] Short term electricity load forecasting for institutional buildings
Y Kim, H Son, S Kim - Energy Reports, 2019 - Elsevier
Peak load demand forecasting is important in building unit sectors, as climate change,
technological development, and energy policies are causing an increase in peak demand …
technological development, and energy policies are causing an increase in peak demand …
Predicting energy consumption in residential buildings using advanced machine learning algorithms
F Dinmohammadi, Y Han, M Shafiee - Energies, 2023 - mdpi.com
The share of residential building energy consumption in global energy consumption has
rapidly increased after the COVID-19 crisis. The accurate prediction of energy consumption …
rapidly increased after the COVID-19 crisis. The accurate prediction of energy consumption …
[HTML][HTML] Role of input features in developing data-driven models for building thermal demand forecast
C Wang, X Li, H Li - Energy and Buildings, 2022 - Elsevier
The energy consumption of buildings accounts for a major share in the modern society.
Accurate forecast of building thermal demand is of great significance to both building …
Accurate forecast of building thermal demand is of great significance to both building …
Building's hourly electrical load prediction based on data clustering and ensemble learning strategy
The short-term power load forecasting of buildings plays a key role in peak demand
management and power generation scheduling. Many studies have shown that ensemble …
management and power generation scheduling. Many studies have shown that ensemble …
[HTML][HTML] Feature selection strategy for machine learning methods in building energy consumption prediction
Building energy management systems (BEMS) have somewhat standardised building
energy consumption data formats, thereby enhancing their compatibility with the relevant ML …
energy consumption data formats, thereby enhancing their compatibility with the relevant ML …
Leveraging advanced ensemble models to increase building energy performance prediction accuracy in the residential building sector
Accurate predictions for buildings' energy performance (BEP) are crucial for retrofitting
investment decisions and building benchmarking. With the increasing data availability and …
investment decisions and building benchmarking. With the increasing data availability and …
Adaptive façades: review of designs, performance evaluation, and control systems
Adaptive building envelope systems can manage energy and mass transformation between
indoor and outdoor environments, which contributes to the achievement of environmental …
indoor and outdoor environments, which contributes to the achievement of environmental …