Application of BEM and using BIM database for BEM: A review

Z Pezeshki, A Soleimani, A Darabi - Journal of Building Engineering, 2019‏ - Elsevier
Abstract This paper reviews Building Energy Modeling (BEM) development using
classification and review of articles for the recent years (2015–2018) to explore how much …

Short and medium-term forecasting of cooling and heating load demand in building environment with data-mining based approaches

T Ahmad, H Chen - Energy and Buildings, 2018‏ - Elsevier
This paper depicted the novel data mining based methods that consist of six models for
predicting accurate future heating and cooling load demand of water source heat pump, with …

Using multiple regression analysis to develop energy consumption indicators for commercial buildings in the US

SS Amiri, M Mottahedi, S Asadi - Energy and Buildings, 2015‏ - Elsevier
Multiple regression analysis plays an important role in evaluating the energy consumption of
buildings. These models are commonly used to assess the energy performance of …

Water source heat pump energy demand prognosticate using disparate data-mining based approaches

T Ahmad, H Chen, J Shair - Energy, 2018‏ - Elsevier
This paper examines the data-mining and supervised based machine learning models for
predicting 1-month ahead cooling load demand of an office building, including the primitive …

Multivariable regression analysis to assess energy consumption and CO2 emissions in the early stages of offices design in Chile

JA Pulido-Arcas, A Pérez-Fargallo, C Rubio-Bellido - Energy and Buildings, 2016‏ - Elsevier
The reduction of energy consumption and CO 2 emissions in buildings has become an
essential field of study in the recent years. Simplified design tools, used in the first design …

Techno-economical Analysis based on a Parametric Computational Evaluation for decision process on envelope technologies and configurations

LC Tagliabue, GM Di Giuda, V Villa, E De Angelis… - Energy and …, 2018‏ - Elsevier
Energy saving is crucial for existing buildings which is present a huge potential of
improvement by a strong energy retrofitting. Often, the existing envelope components are not …

Taguchi method to determine the best location for cooling and heating appliances

Z Pezeshki, A Soleimani… - Proceedings of the …, 2020‏ - icevirtuallibrary.com
Today, saving energy is very important. Plenty of research has tried to minimise energy
losses. The first step for maintaining energy is to find a way to reduce consumption and save …

Design Investigation of Container-based Residential Buildings for Improved Energy and Environmental Performance: Integrated Life Cycle Perspective

C Dara - 2021‏ - prism.ucalgary.ca
5. Design Investigation of Container-based Residential Buildings for Improved Energy and
Environmental Performance: Integrated Life Cycle Perspective Design Investigation of …

Energy-Efficient Approaches for a Machine Tool Building in a University through Field Measurement and Energy Modelling

WJ Luo, I Permana, FJ Wang, G Bayarkhuu - Energy Engineering, 2023‏ - Elsevier
The heating, ventilating, and air conditioning (HVAC) system consumes nearly 50% of the
building's energy, especially in Taiwan with a hot and humid climate. Due to the challenges …

New Ideas of Building Energy Saving in the Era of Big Data

L Huang - 2021 5th International Conference on Electronics …, 2021‏ - ieeexplore.ieee.org
Today, global warming caused by excessive emissions of greenhouse gases has become
an increasingly serious problem. The construction sector is one of the largest energy …