Feature dimensionality reduction: a review

W Jia, M Sun, J Lian, S Hou - Complex & Intelligent Systems, 2022 - Springer
As basic research, it has also received increasing attention from people that the “curse of
dimensionality” will lead to increase the cost of data storage and computing; it also …

Calibrating building energy simulation models: A review of the basics to guide future work

A Chong, Y Gu, H Jia - Energy and Buildings, 2021 - Elsevier
Building energy simulation (BES) plays a significant role in buildings with applications such
as architectural design, retrofit analysis, and optimizing building operation and controls …

Validation of calibrated energy models: Common errors

G Ramos Ruiz, C Fernandez Bandera - Energies, 2017 - mdpi.com
Nowadays, there is growing interest in all the smart technologies that provide us with
information and knowledge about the human environment. In the energy field, thanks to the …

Review on scheduling, clustering, and forecasting strategies for controlling electric vehicle charging: Challenges and recommendations

AS Al-Ogaili, TJT Hashim, NA Rahmat… - Ieee …, 2019 - ieeexplore.ieee.org
The usage and adoption of electric vehicles (EVs) have increased rapidly in the 21st century
due to the shifting of the global energy demand away from fossil fuels. The market …

Interoperability between building information modelling (BIM) and building energy model (BEM)

G Bastos Porsani, K Del Valle de Lersundi… - Applied sciences, 2021 - mdpi.com
Building information modelling (BIM) is the first step towards the implementation of the
industrial revolution 4.0, in which virtual reality and digital twins are key elements. At …

Building simulation: Ten challenges

T Hong, J Langevin, K Sun - Building simulation, 2018 - Springer
Buildings consume more than one-third of the world's primary energy. Reducing energy use
and greenhouse-gas emissions in the buildings sector through energy conservation and …

Stochastic numerical technique for solving HIV infection model of CD4+ T cells

M Umar, Z Sabir, F Amin, JLG Guirao… - The European Physical …, 2020 - Springer
The intension of the present work is to present the stochastic numerical approach for solving
human immunodeficiency virus (HIV) infection model of cluster of differentiation 4 of T-cells …

Calibration of building model based on indoor temperature for overheating assessment using genetic algorithm: Methodology, evaluation criteria, and case study

FM Baba, H Ge, R Zmeureanu, LL Wang - Building and Environment, 2022 - Elsevier
With the increased severity, intensity, and frequency of “heatwaves” due to climate change, it
has become imperative to study the overheating risks in existing buildings. To do so, a …

Impacts of building geometry modeling methods on the simulation results of urban building energy models

Y Chen, T Hong - Applied Energy, 2018 - Elsevier
Urban-scale building energy modeling (UBEM)—using building modeling to understand
how a group of buildings will perform together—is attracting increasing attention in the …

Effects of local conditions on the multi-variable and multi-objective energy optimization of residential buildings using genetic algorithms

F Salata, V Ciancio, J Dell'Olmo, I Golasi, O Palusci… - Applied Energy, 2020 - Elsevier
The energy requalification of existing buildings entails the fulfillment of different, often
conflicting, criteria, such as the reduction of the specific annual energy demand, the …