[PDF][PDF] Digital twin-driven intelligent construction: features and trends

H Zhang, Y Zhou, H Zhu, D Sumarac… - Structural Durability & …, 2021 - cdn.techscience.cn
Digital twin (DT) can achieve real-time information fusion and interactive feedback between
virtual space and physical space. This technology involves a digital model, real-time …

Machine learning model for delay risk assessment in tall building projects

MO Sanni-Anibire, RM Zin… - International Journal of …, 2022 - Taylor & Francis
Risky projects such as tall buildings have suffered an alarming rate of increase in delays
and total abandonment. Though numerous delay studies predominate, what is lacking is …

Optimal mechanism for project splitting with time cost and asymmetric information

N Zeng, G Wu, D Zeng, A Liu, T Ren, B Liu - International journal of …, 2023 - Elsevier
In practice, most owners are sensitive to construction-project duration. Thus, to complete a
project quickly, they like to divide a project into many sections before bidding and award …

[PDF][PDF] Conceptual estimation of construction duration and cost of public highway projects.

B Mohamed, O Moselhi - J. Inf. Technol. Constr., 2022 - itcon.org
State Highway Agencies (SHAs) and Departments of Transportation (DOTs) allocate their
limited resources to thousands of competing projects in multi-year transportation programs …

Predicting highway construction costs: comparison of the performance of random forest, neural network and support vector machine models

MG Meharie, N Shaik - Journal of Soft Computing in Civil Engineering, 2020 - jsoftcivil.com
Inaccurate cost estimates have substantial effects on the final cost of construction projects
and erode profits. Cost estimation at conceptual phase is a challenge as inadequate …

Neural network models for actual cost prediction in Greek public highway projects

GN Aretoulis - International Journal of Project Organisation …, 2019 - inderscienceonline.com
Selected public Greek highway projects are examined in order to produce models to predict
their actual construction cost based on data available at the bidding stage. Twenty highway …

Hazard-based duration models for predicting actual duration of highway projects using nonparametric and parametric survival analysis

Y Qiao, S Labi, JD Fricker - Journal of management in engineering, 2019 - ascelibrary.org
At the preconstruction phases of project development, facility stakeholders typically seek
reliable estimates of project duration. This paper shows how hazard-based duration models …

Construction Duration Estimation for Airport Terminals in China: Case-Based Reasoning Model Considering Case Retrieval Methods and Case Retention Strategies

M Li, G Wang, D Cao, J Sun, G Jia - Journal of Construction …, 2023 - ascelibrary.org
Due to the substantial economic and social benefits brought about by the timely completion
of airport projects, it is important to accurately estimate construction duration and set …

Development of an approximate construction duration prediction model during the project planning phase for general office buildings

DJ Yeom, HM Seo, YJ Kim, CS Cho, Y Kim - Journal of Civil Engineering …, 2018 - jest.vgtu.lt
Accurate prediction of the construction duration is imperative to the reliable cash flow
analysis during the project planning phase when feasibility analysis is carried out. However …

Estimating the volume of civil construction materials by machine learning models

VHS Pham, NL Nguyen - Asian Journal of Civil Engineering, 2023 - Springer
Previous construction project cost models, especially in the project initiation phase, often
mainly focused on estimating the total project cost without taking into account their …