Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects

MS Islam, MP Nepal, M Skitmore… - Advanced Engineering …, 2017 - Elsevier
Fuzzy and hybrid methods have been increasingly used in construction risk management
research and this study aims to compile and analyse the basic concepts and methods …

A review on sustainable construction management strategies for monitoring, diagnosing, and retrofitting the building's dynamic energy performance: Focused on the …

T Hong, C Koo, J Kim, M Lee, K Jeong - Applied Energy, 2015 - Elsevier
According to a press release, the building sector accounts for about 40% of the global
primary energy consumption. Energy savings can be achieved in the building sector by …

Improving knowledge capture and retrieval in the BIM environment: Combining case-based reasoning and natural language processing

H Wang, X Meng, X Zhu - Automation in Construction, 2022 - Elsevier
Most knowledge management (KM) techniques capture knowledge at the end of a project,
leading to knowledge loss. Building information modeling (BIM) is a building information …

Intelligent green retrofitting of existing buildings based on case-based reasoning and random forest

T Liu, G Ma, D Wang, X Pan - Automation in Construction, 2024 - Elsevier
The decision-making on green retrofitting of existing buildings relies on both explicit and
implicit knowledge, and its efficiency and reliability need improvement. Intelligent …

Maintenance cost prediction for aging residential buildings based on case-based reasoning and genetic algorithm

N Kwon, K Song, Y Ahn, M Park, Y Jang - Journal of Building Engineering, 2020 - Elsevier
Building maintenance has been considered a crucial part of the life cycle of a building as the
number of aged buildings is increasing globally. A number of maintenance-related problems …

BIM-based schedule generation and optimization using genetic algorithms

H Wefki, M Elnahla, E Elbeltagi - Automation in Construction, 2024 - Elsevier
This research presents a transformative framework to tackle challenges within the
construction industry, where efficiency is hindered by limited digitalization and disjointed …

Cost calculation of construction projects including sustainability factors using the Case Based Reasoning (CBR) method

A Leśniak, K Zima - Sustainability, 2018 - mdpi.com
The idea of sustainable development and the resulting environmentally friendly attitudes are
increasingly used in construction projects. Designing in accordance with the principles of …

Performance evaluation of normalization-based CBR models for improving construction cost estimation

J Ahn, SH Ji, SJ Ahn, M Park, HS Lee, N Kwon… - Automation in …, 2020 - Elsevier
Case-based reasoning (CBR) can be an effective approach to achieve reliable accuracy in
cost estimation for construction projects, especially in the early design stages where only …

An estimation model for determining the annual energy cost budget in educational facilities using SARIMA (seasonal autoregressive integrated moving average) and …

K Jeong, C Koo, T Hong - Energy, 2014 - Elsevier
Electricity consumption in educational facilities has increased by an annual average of
9.84% since 2006. However, it is not considered as a factor in determining the AECB …

Improving the accuracy of early cost estimates on transportation infrastructure projects

I Karaca, DD Gransberg, HD Jeong - Journal of Management in …, 2020 - ascelibrary.org
A better understanding of top-down estimating practices and their contribution to budgeting
accuracy allows public transportation agencies to allocate limited construction funds more …