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A systematic review of genetic algorithm-based multi-objective optimisation for building retrofitting strategies towards energy efficiency
Most common practices for solving building retrofit problems lack efficiency and overall
robustness. Knowledge of novel methods that support decision-making (DM) for retrofitting is …
robustness. Knowledge of novel methods that support decision-making (DM) for retrofitting is …
State of the art in building modelling and energy performances prediction: A review
A Foucquier, S Robert, F Suard, L Stéphan… - … and Sustainable Energy …, 2013 - Elsevier
In the European Union, the building sector is one of the largest energy consumer with about
40% of the final energy consumption. Reducing consumption is also a sociological …
40% of the final energy consumption. Reducing consumption is also a sociological …
Review of utilization of genetic algorithms in heat transfer problems
This review presents when and how Genetic Algorithms (GAs) have been used over the last
15 years in the field of heat transfer. GAs are an optimization tool based on Darwinian …
15 years in the field of heat transfer. GAs are an optimization tool based on Darwinian …
Multi-variable optimization of thermal energy efficiency retrofitting of buildings using static modelling and genetic algorithms–A case study
SN Murray, BP Walsh, D Kelliher… - Building and …, 2014 - Elsevier
The retrofitting of existing buildings is an area of research that requires development in order
to overcome the 'rule of thumb'based approach currently being undertaken. Simulation …
to overcome the 'rule of thumb'based approach currently being undertaken. Simulation …
Optimal simplified thermal models of building envelope based on frequency domain regression using genetic algorithm
X Xu, S Wang - Energy and Buildings, 2007 - Elsevier
Simple and effective building energy models are essentially needed for many applications,
such as building performance diagnosis and optimal control, etc. The energy model involves …
such as building performance diagnosis and optimal control, etc. The energy model involves …
Development of dynamic simplified thermal models of active pipe-embedded building envelopes using genetic algorithm
Q Zhu, X Xu, J Wang, F **ao - International Journal of Thermal Sciences, 2014 - Elsevier
Active pipe-embedded building envelope is a new building envelope, which is an external
wall or roof with pipes embedded in it. This structure has the advantages to utilize directly …
wall or roof with pipes embedded in it. This structure has the advantages to utilize directly …
[HTML][HTML] Optimizing the solar energy capture of residential roof design in the southern hemisphere through Evolutionary Algorithm
Australia's national energy system is heavily reliant on coal-fired power plants and requires
quick action to decrease CO 2 emissions in order to meet the Paris climate change …
quick action to decrease CO 2 emissions in order to meet the Paris climate change …
Solving inverse problems in building physics: An overview of guidelines for a careful and optimal use of data
S Rouchier - Energy and Buildings, 2018 - Elsevier
Building physics researchers have benefitted from elements of statistical learning and time
series analysis to improve their ability to construct knowledge from data. What is referred to …
series analysis to improve their ability to construct knowledge from data. What is referred to …
Analysing the role of roof mounted BIPV system optimization on decreasing the effect of duck curve in Perth, Western Australia: An experimental case study
This paper optimizes roof shape and associated Building Integrated Photovoltaic (BIPV)
mounting strategies based on the newly announced feed-in tariff pricing range in Western …
mounting strategies based on the newly announced feed-in tariff pricing range in Western …
Genetic algorithms for ceiling form optimization in response to daylight levels
Utilization of daylight in indoor spaces creates opportunities for energy savings and is linked
to increasing productivity in the workplace. This sensitive aspect in environmentally aware …
to increasing productivity in the workplace. This sensitive aspect in environmentally aware …