Machine learning for estimation of building energy consumption and performance: a review
Ever growing population and progressive municipal business demands for constructing new
buildings are known as the foremost contributor to greenhouse gasses. Therefore …
buildings are known as the foremost contributor to greenhouse gasses. Therefore …
A review on optimization methods applied in energy-efficient building geometry and envelope design
F Kheiri - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Building envelope parameters and geometric configurations can considerably influence the
building energy performance. However, determining the best trade-offs of different building …
building energy performance. However, determining the best trade-offs of different building …
How does future climatic uncertainty affect multi-objective building energy retrofit decisions? Evidence from residential buildings in subtropical Hong Kong
Energy consumption of and carbon emissions from buildings, which substantially depend on
outdoor climate conditions, may be susceptible to future climate change. However, how …
outdoor climate conditions, may be susceptible to future climate change. However, how …
Multi-objective approach to the optimization of shape and envelope in building energy design
In accordance with national and international regulations, the energy usage and emissions
of buildings need to be reduced. Both new constructions and retrofit actions should consider …
of buildings need to be reduced. Both new constructions and retrofit actions should consider …
Building retrofitting towards net zero energy: A review
High energy consumption is a critical problem that governments are trying to overcome. The
concept of Net Zero Energy Building (NZEB) has recently emerged as one of the solutions …
concept of Net Zero Energy Building (NZEB) has recently emerged as one of the solutions …
Multi-objective optimization design for windows and shading configuration considering energy consumption and thermal comfort: A case study for office building in …
J Zhao, Y Du - Solar Energy, 2020 - Elsevier
As a large energy-consuming part of the envelope, windows and shading system play a
significant role in building savings. Once established in the primary design stage, it is difficult …
significant role in building savings. Once established in the primary design stage, it is difficult …
Building envelope design: Multi-objective optimization to minimize energy consumption, global cost and thermal discomfort. Application to different Italian climatic …
The paper proposes a multi-objective optimization approach to address the energy design of
the building envelope. A genetic algorithm (GA) is implemented by means of the coupling …
the building envelope. A genetic algorithm (GA) is implemented by means of the coupling …
Passive design optimization of low energy buildings in different climates
Worldwide, the residential buildings are consuming a considerable amount of energy. The
high potential of buildings towards energy efficiency has drawn special attention to the …
high potential of buildings towards energy efficiency has drawn special attention to the …
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 …
The role of sensitivity analysis in the building performance analysis: A critical review
A building system is highly nonlinear and commonly includes a variety of parameters
ranging from the architectural design to the building mechanical and energy system. Serving …
ranging from the architectural design to the building mechanical and energy system. Serving …