BIM-based framework for formwork planning considering potential reuse

Z Mei, M Xu, P Wu, S Luo, J Wang… - Journal of Management in …, 2022 - ascelibrary.org
Concrete formwork is frequently required with the increasing demands of building and
infrastructure construction and has a significant impact on the costs of concrete works …

Multi-Asset Defect Hotspot Prediction for Highway Maintenance Management: A Risk-Based Machine Learning Approach

A Karimzadeh, O Shoghli, S Sabeti, H Tabkhi - Sustainability, 2022 - mdpi.com
Transportation agencies constantly strive to tackle the challenge of limited budgets and
continuously deteriorating highway infrastructure. They look for optimal solutions to make …

Airfield pavement performance prediction using Clustered Markov Chain Models

A Clemmensen, H Wang - Road Materials and Pavement Design, 2024 - Taylor & Francis
This study pairs unsupervised learning methods of clustering and classification with discrete-
time Markov Chain models for airport pavement performance prediction, with the goal of …

Exploring new computational strategies for managing maintenance activities of airport pavement systems

E Ragusa, A Costa, A Di Graziano - International Journal of Pavement …, 2024 - Springer
In this paper, the optimization of the maintenance management problem regarding airport
pavements is addressed by developing a series of fast computational procedures whose …

A Classification Model Using Personal Biometric Characteristics to Identify Individuals Vulnerable to an Extremely Hot Environment

Y Choi, S Seo, T Hong, C Koo - Journal of Management in …, 2024 - ascelibrary.org
The rise in heatwaves due to climate change is becoming a significant concern for outdoor
workers, particularly leading to an increasing number of heat-related illnesses. To address …

[PDF][PDF] Cluster-based deterioration prediction of composite pavements with incorporation of flooding

I Neema, FB Ardecani, O Shoghli - ISARC. Proceedings of the …, 2022 - researchgate.net
Natural disasters lead to severe deterioration of valuable highway assets, including
pavements that should quickly return to service after extreme events such as flooding …

[PDF][PDF] Predictive maintenance optimization framework for pavement management

A Kumar, O Shoghli - … Symposium on Automation and Robotics in …, 2022 - researchgate.net
The preservation of highway infrastructure is essential for maintaining its capacity, safety,
and efficiency for commerce and defense. Pavements are among the most important …

A K-Prototype Clustering Assisted Hybrid Heuristic Approach for Train Unit Scheduling

PJ Copado-Méndez, Z Lin, E Barrena… - European Dependable …, 2022 - Springer
This paper presents a K-Prototype assisted hybrid heuristic approach called SLIM+ KP for
solving large instances of the Train Unit Scheduling Optimization (TUSO) problem. TUSO is …

Managing Infrastructure in a Data-Rich Era

D Li, N Li, Q Cui - 2022 - ascelibrary.org
The special collection on Managing Infrastructure in a Data-Rich Era is available in the
ASCE Library at https://ascelibrary. org/jmenea/infrastructure_data_rich_era. This special …

Statistical method for clustering high-dimensional data based on fuzzy mathematical modeling

C Wang - Applied Mathematics and Nonlinear Sciences, 2023 - sciendo.com
In this paper, firstly, the fuzzy mathematical model and its types and algorithms of fuzzy
numbers are studied. Then, the concept of fuzzy mathematics is added to cluster analysis …