Machine learning for estimation of building energy consumption and performance: a review

S Seyedzadeh, FP Rahimian, I Glesk… - Visualization in …, 2018 - Springer
Ever growing population and progressive municipal business demands for constructing new
buildings are known as the foremost contributor to greenhouse gasses. Therefore …

Energy management system for smart grid: An overview and key issues

SK Rathor, D Saxena - International Journal of Energy …, 2020 - Wiley Online Library
Energy crisis and the global impetus to “go green” have encouraged the integration of
renewable energy resources, plug‐in electric vehicles, and energy storage systems to the …

[HTML][HTML] Review of data-driven energy modelling techniques for building retrofit

C Deb, A Schlueter - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
In order to meet the ambitious emission-reduction targets of the Paris Agreement, energy
efficient transition of the building sector requires building retrofit methodologies as a critical …

Energy, economic and comfort optimization of building retrofits considering climate change: A simulation-based NSGA-III approach

F Mostafazadeh, SJ Eirdmousa, M Tavakolan - Energy and Buildings, 2023 - Elsevier
Improving building energy performance is central to promote sustainability and mitigate
climate change, but it has proved to be a challenging process requiring investigation of a …

A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance

Y Fan, X Xia - Applied energy, 2017 - Elsevier
Retrofitting existing buildings with energy-efficient facilities is an effective method to improve
their energy efficiency, especially for old buildings. A multi-objective optimization model for …

An optimization framework for building energy retrofits decision-making

A Jafari, V Valentin - Building and environment, 2017 - Elsevier
Buildings are major consumers of energy in the United States. One way to improve
building's energy efficiency is through energy retrofitting. The selection of a combination of …

A parallel computing simulation-based multi-objective optimization framework for economic analysis of building energy retrofit: A case study in Iran

M Tavakolan, F Mostafazadeh, SJ Eirdmousa… - Journal of Building …, 2022 - Elsevier
The building sector represents a large share of rising global energy demand. Improving
energy efficiency in existing building stock is a crucial strategy. Adopting the best energy …

What kinds of building energy-saving retrofit projects should be preferred? Efficiency evaluation with three-stage data envelopment analysis (DEA)

Z Wang, Q Liu, B Zhang - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Building energy-saving retrofit projects (BERPs) have been widely implemented due to
pressure to reduce emissions to meet carbon neutrality targets. However, it is still not clear …

Design optimization of office building envelope based on quantum genetic algorithm for energy conservation

Y Wang, C Wei - Journal of Building Engineering, 2021 - Elsevier
Designing envelope configurations of building with the low construction cost and low energy
consumption is of important significance to green building. At present, there are some …

A review on optimization and cost-optimal methodologies in low-energy buildings design and environmental considerations

S Longo, F Montana, ER Sanseverino - Sustainable cities and society, 2019 - Elsevier
The topic of low-energy buildings received a widespread and growing interest in last years,
thanks to energy saving policies of developed countries. The design of a low-energy …