Machine learning-aided engineering services' cost overruns prediction in high-rise residential building projects: Application of random forest regression

S Shoar, N Chileshe, JD Edwards - Journal of Building Engineering, 2022 - Elsevier
Current approaches to automating cost estimation mainly focus on construction costs. Yet,
the two main services provided by design firms, namely 'designing the project', and …

Exploratory analysis of human-, organizational-, and project-based reworks: Challenges and strategies

E Safapour, S Kermanshachi, P Taneja… - Journal of Legal …, 2022 - ascelibrary.org
Reworks are unavoidable during the design and construction phases of construction
projects and significantly increase the time and cost required to complete projects. Several …

Modelling the adoption of Internet of things (IoT) for sustainable construction in a develo** economy

OS Dosumu, SM Uwayo - Built Environment Project and Asset …, 2023 - emerald.com
Purpose The need to improve sustainable construction with the appropriate technology
adoption in the fourth and fifth industrial revolutions cannot be overemphasized. This study …

[PDF][PDF] Applications and Challenges of Adopting the Internet of Things (loT) in the Rwandan Construction Industry

OS Dosumu, C Mahame, S Niyitegeka… - Journal of Construction …, 2023 - usm.my
The adoption of the Internet of Things (IoT) is essential because it facilitates project
information, saves time and cost and reduces risks on construction sites. The objectives of …

[PDF][PDF] Assessment of the Impact of Design Documentation Quality on Construction Project Delivery.

PDK Agbaxode, E Saghatforoush… - Journal of Engineering …, 2023 - ppml.url.tw
Extant literature indicates that poor design documentation quality often results in
construction project inefficiency. However, there is less effort by researchers to identify and …

Design documentation quality influential variables in the construction sector

P Agbaxode, S Dlamini… - IOP Conference Series …, 2021 - iopscience.iop.org
There are numerous studies on design documentation variables without efforts to evaluate
their level of importance. Therefore, the aim of this study is to evaluate the significance of …

Capabilities required of the conventional project delivery (CPD) approach in producing quality design documentation: the Ghanaian construction industry perspective

PDK Agbaxode, E Saghatforoush… - Journal of Engineering …, 2023 - emerald.com
Purpose The conventional project delivery (CPD) approach has been reported in the
literature as the most widely used project delivery method in the construction industry …

Quality of design documentation in the construction industry: a review using meta-synthesis approach

PDK Agbaxode, S Dlamini… - International Journal of …, 2021 - World Scientific
A meta-synthesis approach was used to identify, synthesize, and categorize appropriately
factors in the literature that contribute to design documentation quality. The categories …

Causes of design change depending on power project-types in ghana

E Afelete, W Jung - Energies, 2021 - mdpi.com
Design change is a common but significant problem in construction projects. Issues of delay,
cost overruns, claims, and disputes in projects occur as a result. However, design change …

Integrated project delivery enablers to enhance conventional project delivery toward improving design documentation quality

PDK Agbaxode, E Saghatforoush, S Dlamini… - … Project and Asset …, 2024 - emerald.com
Purpose The purpose of this study was to identify specific enablers intrinsic to integrated
project delivery (IPD) that can be adapted into the conventional project delivery (CPD) …