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 …

[HTML][HTML] Toward multi-species building envelopes: A critical literature review of multi-criteria decision-making for design support

SU Selvan, ST Saroglou, J Joschinski, M Calbi… - Building and …, 2023 - Elsevier
Rapid urbanization negatively affects the built and biotic environment, necessitating
interdisciplinary mitigation strategies. Current nature-based solutions that are integrated into …

[HTML][HTML] Interactive kinetic façade: Improving visual comfort based on dynamic daylight and occupant's positions by 2D and 3D shape changes

SM Hosseini, M Mohammadi, O Guerra-Santin - Building and Environment, 2019 - Elsevier
Applying active occupant engagement into a responsive façade concept leads us to a
transition from the façade regulatory function to the interactive phase. The Interactive facade …

Using intelligent multi-objective optimization and artificial neural networking to achieve maximum solar radiation with minimum volume in the archetype urban block

O Veisi, A Shakibamanesh, M Rahbar - Sustainable Cities and Society, 2022 - Elsevier
Nowadays, with the rapid development of cities, the demand for efficient and renewable
energy, particularly solar radiation, is growing. Thus, urban planners and designers should …

Space cooling energy usage prediction based on utility data for residential buildings using machine learning methods

Y Feng, Q Duan, X Chen, SS Yakkali, J Wang - Applied energy, 2021 - Elsevier
The energy used for space cooling in residential buildings has a significant influence on
household energy performance. This study aims to develop a user-friendly, infrastructure …

Multi-objective optimization design of a complex building based on an artificial neural network and performance evaluation of algorithms

B Si, J Wang, X Yao, X Shi, X **, X Zhou - Advanced Engineering …, 2019 - Elsevier
While optimization studies focusing on real-world buildings are somewhat limited, many
building optimization studies to date have used simple hypothetical buildings for the …

Performative computational architecture using swarm and evolutionary optimisation: A review

B Ekici, C Cubukcuoglu, M Turrin, IS Sariyildiz - Building and environment, 2019 - Elsevier
This study presents a systematic review and summary of performative computational
architecture using swarm and evolutionary optimisation. The taxonomy for one hundred …

An interactive multi-criteria decision-making method for building performance design

Z Han, X Li, J Sun, M Wang, G Liu - Energy and Buildings, 2023 - Elsevier
Building performance design is essential to support sustainable urban development. It
involves multiple conflicting performance, such as energy consumption and daylighting …

[HTML][HTML] Identifying influential architectural design variables for early-stage building sustainability optimization

X Wang, R Teigland, A Hollberg - Building and Environment, 2024 - Elsevier
Architectural design variables (ADVs) highly influence a building's sustainability
performance. Thus, identifying which ADVs are most influential in a building's early stages is …

Energy consumption and indoor environment evaluation of large irregular commercial green building in Dalian, China

Y Su, Z Miao, L Wang, L Wang - Energy and Buildings, 2022 - Elsevier
Commercial buildings, especially large irregular commercial buildings with complex space
and dense occupation, have high energy consumption and carbon emissions. Moreover, the …