Forecasting energy consumption time series using machine learning techniques based on usage patterns of residential householders
Energy consumption in buildings is increasing because of social development and
urbanization. Forecasting the energy consumption in buildings is essential for improving …
urbanization. Forecasting the energy consumption in buildings is essential for improving …
Energy performance optimization of existing buildings: A literature review
Energy retrofit and renovation of existing buildings have an effective role in reducing carbon
dioxide emissions and ultimately global warming. Therefore, there is an increasing interest …
dioxide emissions and ultimately global warming. Therefore, there is an increasing interest …
Multi-objective optimization of building energy performance and indoor thermal comfort by combining artificial neural networks and metaheuristic algorithms
During the last few years, multi-objective optimization processes have become one of the
main challenges for energy efficiency in buildings. In this work, a new efficient multi …
main challenges for energy efficiency in buildings. In this work, a new efficient multi …
A machine-learning-based approach to predict residential annual space heating and cooling loads considering occupant behaviour
X Li, R Yao - Energy, 2020 - Elsevier
Energy consumption for space heating and cooling typically accounts for more than 40% of
residential household energy consumption. An accurate and fast prediction of space heating …
residential household energy consumption. An accurate and fast prediction of space heating …
Identifying and prioritizing the benefits of integrating BIM and sustainability practices in construction projects: A Delphi survey of international experts
TO Olawumi, DWM Chan - Sustainable Cities and Society, 2018 - Elsevier
The recent initiatives of the construction industry to embed sustainable strategies in its
processes can be enhanced when clear and practical benefits of such integration are …
processes can be enhanced when clear and practical benefits of such integration are …
Trends in research of heating, ventilation and air conditioning and hot water systems in building retrofits: Integration of review studies
Heating, ventilation and air conditioning (HVAC) and domestic hot water (DHW) systems are
the main end-use energy consumers in buildings. Simultaneously, building retrofitting plays …
the main end-use energy consumers in buildings. Simultaneously, building retrofitting plays …
[HTML][HTML] Porous materials in building energy technologies—A review of the applications, modelling and experiments
Improving energy efficiency in buildings is central to achieving the goals set by Paris
agreement in 2015, as it reduces the energy consumption and consequently the emission of …
agreement in 2015, as it reduces the energy consumption and consequently the emission of …
Building Information Modelling for analysis of energy efficient industrial buildings–A case study
Industrial buildings demand higher amount of energy than other building typologies, thus
powerful modelling and simulation tools for energy-optimisation and identification of …
powerful modelling and simulation tools for energy-optimisation and identification of …
BPOpt: A framework for BIM-based performance optimization
The increase in global environmental concerns as well as the advancement of
computational tools and methods have had significant impacts on the way in which buildings …
computational tools and methods have had significant impacts on the way in which buildings …
Technological options and strategies towards zero energy buildings contributing to climate change mitigation: A systematic review
A systematic review of the technological options and strategies to achieve zero energy
buildings was carried out to establish today state-of-the-art knowledge base and to present …
buildings was carried out to establish today state-of-the-art knowledge base and to present …