A review of data-driven approaches for prediction and classification of building energy consumption
A recent surge of interest in building energy consumption has generated a tremendous
amount of energy data, which boosts the data-driven algorithms for broad application …
amount of energy data, which boosts the data-driven algorithms for broad application …
Modeling of end-use energy consumption in the residential sector: A review of modeling techniques
LG Swan, VI Ugursal - Renewable and sustainable energy reviews, 2009 - Elsevier
There is a growing interest in reducing energy consumption and the associated greenhouse
gas emissions in every sector of the economy. The residential sector is a substantial …
gas emissions in every sector of the economy. The residential sector is a substantial …
Methodology to estimate building energy consumption using EnergyPlus Benchmark Models
The evaluation of building energy consumption usually requires building energy profiles on
an hourly basis. Computer simulations can be used to obtain this information but generating …
an hourly basis. Computer simulations can be used to obtain this information but generating …
Modeling of energy consumption based on economic and demographic factors: The case of Turkey with projections
G Aydin - Renewable and Sustainable Energy Reviews, 2014 - Elsevier
Modeling and forecasting of the primary energy consumption (PEC) play a vital role for
policy makers and related organizations in developing countries such as Turkey. In this …
policy makers and related organizations in developing countries such as Turkey. In this …
China's building energy efficiency and urbanization
China is currently experiencing rapid urbanization. The building sector plays an important
role in China's energy conservation and emission reduction. An increasing amount of …
role in China's energy conservation and emission reduction. An increasing amount of …
A PSO–GA optimal model to estimate primary energy demand of China
To improve estimation efficiency for future projections, the present study has proposed a
hybrid algorithm, Particle Swarm Optimization and Genetic Algorithm optimal Energy …
hybrid algorithm, Particle Swarm Optimization and Genetic Algorithm optimal Energy …
Energy demand projection of China using a path-coefficient analysis and PSO–GA approach
Energy demand projection is fundamental to rational energy planning formulation. The
present study investigates the direct and indirect effects of five factors, namely GDP …
present study investigates the direct and indirect effects of five factors, namely GDP …
Quantitative correlation models between electricity consumption and behaviors about lighting, sockets and others for electricity consumption prediction in typical …
C Zhang, T Zhao, K Li - Energy and Buildings, 2021 - Elsevier
Energy consumption prediction for buildings and architectural complexes has become
increasingly important. However, existing methods based on simulation software or …
increasingly important. However, existing methods based on simulation software or …
Urban building energy modeling (UBEM): a systematic review of challenges and opportunities
In recent decades, urban energy consumption and carbon emissions have expanded rapidly
on a global scale. Building sector, in particular, accounts for approximately 40% of overall …
on a global scale. Building sector, in particular, accounts for approximately 40% of overall …
Multiple criteria evaluation of current energy resources for Turkish manufacturing industry
S Önüt, UR Tuzkaya, N Saadet - Energy Conversion and Management, 2008 - Elsevier
Energy is the main component of natural resources of developing, as well as developed,
countries like Turkey. Because of economic and social developments, the demand for …
countries like Turkey. Because of economic and social developments, the demand for …