Data-driven prediction and optimization toward net-zero and positive-energy buildings: A systematic review

SN Mousavi, MG Villarreal-Marroquín… - Building and …, 2023 - Elsevier
Recent advances toward sustainable cities have promoted the concept of near-zero energy
consumption. A Positive Energy Building (PEB) model has been developed by the European …

Multi-objective optimization of building envelope components at the preliminary design stage for residential buildings in Turkey

U Acar, O Kaska, N Tokgoz - Journal of Building Engineering, 2021 - Elsevier
This paper focuses on the multi-objective optimization of building envelope parameters in
order to enhance the energy and economic performance of buildings. The study carried out …

Comprehensive energy, economic and thermal comfort assessments for the passive energy retrofit of historical buildings-A case study of a late nineteenth-century …

K Qu, X Chen, Y Wang, J Calautit, S Riffat, X Cui - Energy, 2021 - Elsevier
This paper aims to evaluate the energy-saving potential, affordability and thermal comfort
performance of various passive building retrofit measures for a historical building (late …

Energy and thermo-economic analysis of PCM integrated brick in composite climatic condition of Jaipur-A numerical study

P Agarwal, A Prabhakar - Sustainable Cities and Society, 2023 - Elsevier
Use of phase change materials (PCM) in building to enhance thermal comfort and reduce
energy consumption has widened over last few decades. Various techniques are employed …

A machine learning and deep learning based approach to predict the thermal performance of phase change material integrated building envelope

DK Bhamare, P Saikia, MK Rathod, D Rakshit… - Building and …, 2021 - Elsevier
This study aims to develop a machine learning and deep learning-based model for thermal
performance prediction of PCM integrated roof building. Performance prediction is carried …

[HTML][HTML] Influence of printing parameters on the thermal properties of 3D-printed construction structures

M Sovetova, JK Calautit - Energy, 2024 - Elsevier
Abstract 3D printing in the construction sector is a promising, sustainable approach with the
potential to build energy-efficient buildings. However, there is a lack of studies on the …