Data-driven tools for building energy consumption prediction: A review

R Olu-Ajayi, H Alaka, H Owolabi, L Akanbi, S Ganiyu - Energies, 2023‏ - mdpi.com
The development of data-driven building energy consumption prediction models has gained
more attention in research due to its relevance for energy planning and conservation …

[HTML][HTML] Artificial intelligence for deconstruction: Current state, challenges, and opportunities

H Balogun, H Alaka, E Demir, CN Egwim… - Automation in …, 2024‏ - Elsevier
Artificial intelligence and its subfields, such as machine learning, robotics, optimisation,
knowledge-based systems, reality capture and extended reality, have brought remarkable …

Examining the barriers to implementing design for deconstruction in the construction industry of a develo** country

H Pittri, GAGR Godawatte, K Agyekum… - Construction …, 2024‏ - emerald.com
Purpose Despite endeavors to alleviate construction and demolition waste and the
indications that the process of deconstruction has the potential to steer waste reduction …

[HTML][HTML] Critical factors for assessing building deconstructability: Exploratory and confirmatory factor analysis

H Balogun, H Alaka, S Ajayi, CN Egwim - Cleaner Engineering and …, 2024‏ - Elsevier
In various cities/other urban settlements, buildings are replaced with newer stocks, ending
many buildings' lives. Unfortunately, these buildings nearing or at end-of-useful lives are …

Key attributes of designers' competencies for design-for-deconstruction implementation

K Agyekum, H Pittri, EA Botchway… - Proceedings of the …, 2024‏ - icevirtuallibrary.com
Successfully integrating design for deconstruction (DfD) principles into the construction
industry will require articulated design guides and designers' competencies. This calls for …

Application and prospect of machine learning techniques in cost estimation of building projects

R Wang, H Salleh, J Lyu, Z Abdul-Samad… - Engineering …, 2024‏ - emerald.com
Purpose Machine learning (ML) technologies are increasingly being applied in building cost
estimation as an advanced method to overcome the challenge of insufficient data and …

Systematic literature review of BIM application in the whole life cycle of green building projects

R Wang, Z Abdul-Samad, H Salleh - Advances in Building Energy …, 2024‏ - Taylor & Francis
Building information modelling (BIM), as an effective digital method of information
representation in the field of construction engineering, helps to deal with a series of works …