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Infrastructures, Volume 9, Issue 12

2024 December - 29 articles

Cover Story: This study presents a cutting-edge condition rating prediction model utilizing advanced recurrent neural networks (RNNs) with LSTM and GRU architectures enhanced by Time-Distributed layers. Processing time-series inspection data from a state’s National Bridge Inventory, it predicts the Bridge Health Index (BHI) and three component condition ratings. By effectively capturing temporal dependencies and nonlinear dynamics, the model surpasses traditional Markov and machine learning approaches. This innovative approach sets a new benchmark in predictive accuracy for performance assessments, advancing smarter infrastructure management. View this paper
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Articles (29)

  • Article
  • Open Access
3 Citations
2,233 Views
20 Pages

This article presents the fundamentals of an analytical method for determining the stress–strain state of a railway subgrade reinforced with geosynthetic material. The reinforcement described is a combined system where the geosynthetic material...

  • Article
  • Open Access
19 Citations
7,283 Views
39 Pages

Urban air mobility (UAM) has recently emerged as a promising new transportation mode, with various potential use cases. Facility location problems are well studied and of significant importance for various transportation modes. This work introduces a...

(This article belongs to the Special Issue Recent Progress in Transportation Infrastructures)
  • Article
  • Open Access
8 Citations
5,153 Views
17 Pages

Uncertainties in traffic flows pose significant challenges for the accurate fatigue safety assessment of bridge structures. Fatigue analysis requires detailed information on heavy vehicle-induced loads, which can be obtained from weigh-in-motion (WIM...

  • Article
  • Open Access
10 Citations
6,429 Views
16 Pages

This study explores the implementation and impact of autonomous vehicle (AV) systems, particularly in developing countries. While AVs promise enhanced road safety by reducing crashes, injuries, and fatalities, their adoption faces significant challen...

(This article belongs to the Special Issue Sustainable Infrastructures for Urban Mobility)
  • Article
  • Open Access
1 Citations
2,377 Views
10 Pages

Load rating, using nominated rating vehicles by individual road authorities, is described in the Australian standard for bridge assessment, AS 5100.7, for all load effects, including shear. The load rating can be used to indicate the strength conditi...

(This article belongs to the Special Issue Bridge Modeling, Monitoring, Management and Beyond)
  • Article
  • Open Access
5 Citations
2,491 Views
17 Pages

The Effect of Access to Waterbodies and Parks on Walking and Cycling in Urban Areas

  • Irene Sitohang,
  • Rachid Belaroussi,
  • Sonia Adelé and
  • Hocine Imine

This pilot study investigated whether good and bad access to waterbodies and parks have different impacts on walking and cycling in neighborhoods in urban areas. Focusing on Paris, France, the neighborhoods were classified based on their access to th...

(This article belongs to the Special Issue Sustainable Infrastructures for Urban Mobility)
  • Article
  • Open Access
5 Citations
2,546 Views
19 Pages

Driving Automation Systems Penetration and Traffic Safety: Implications for Infrastructure Design and Policy

  • Antonia Antonakaki,
  • Maria G. Oikonomou,
  • Thodoris Garefalakis and
  • George Yannis

The increasing penetration of autonomous vehicles (AVs) presents new challenges and opportunities for road safety. This study aims to evaluate the impact of AV penetration rates on traffic safety through the use of microscopic simulation scenarios ba...

(This article belongs to the Special Issue Sustainable Road Design and Traffic Management)
  • Article
  • Open Access
2,940 Views
21 Pages

Since the Fourth Industrial Revolution was announced in 2015, relevant key technologies have recently merged and have extensively affected our society. To provide empirical insights into the future and address expected issues in the context of transp...

(This article belongs to the Section Smart Infrastructures)
  • Article
  • Open Access
6 Citations
2,305 Views
17 Pages

Carbon Nanotubes for Slope Stabilization of Silty Soil

  • Hussain Ahmadi,
  • Alfrendo Satyanaga,
  • Saltanat Orazayeva,
  • Gulnur Kalimuldina,
  • Harianto Rahardjo,
  • Zhai Qian and
  • Jong Kim

Landslides are a common occurrence that results in both human and financial losses each year around the world. The conventional methods use a variety of techniques, such as the application of lime, cement, and fly ash, for slope stabilization. Nevert...

  • Article
  • Open Access
5 Citations
3,297 Views
19 Pages

The structural integrity of concrete arch dams is critical to ensuring their long-term stability and safety, particularly under seasonal thermal variations. In this study, the effect of contraction and construction joint quality on the static perform...

(This article belongs to the Special Issue Advances in Dam Engineering of the 21st Century)
  • Article
  • Open Access
4 Citations
1,958 Views
16 Pages

In the current paper, the dynamic mechanical properties of sustainable lightweight aggregate concrete (SLAC) were numerically studied with a newly developed mesoscopic model. In the model, a fissure-based filling method was utilized for placing spher...

  • Article
  • Open Access
21 Citations
6,144 Views
27 Pages

Transfer learning techniques for structural health monitoring in bridge-type structures are investigated, focusing on model generalizability and domain adaptation challenges. Finite element models of bridge-type structures with varying geometry were...

(This article belongs to the Special Issue Emerging Technologies for Effective and Intelligent Transport Infrastructure Monitoring)
  • Article
  • Open Access
2 Citations
4,088 Views
23 Pages

This study investigates the impact of an innovative mineral additive, ICRETE, on steel-reinforced concrete’s compressive strength and corrosion resistance. Nineteen concrete mixes were designed incorporating recycled industrial by-products, inc...

(This article belongs to the Special Issue Sustainable Construction Materials’ Contribution to a Zero-Waste Future)
  • Article
  • Open Access
3 Citations
4,774 Views
26 Pages

Concrete columns are considered critical elements with respect to the stability of buildings during earthquakes. To improve the accuracy of column damage and collapse risk estimates using numerical simulations, it is important to develop a methodolog...

(This article belongs to the Special Issue Structural Health Monitoring, Non-destructive Evaluation and Remedial Measures for Civil Infrastructures)
  • Article
  • Open Access
24 Citations
5,733 Views
28 Pages

As climate change intensifies, roadway infrastructure is increasingly at risk from extreme weather events including floods, hurricanes, and wildfires. This paper presents a system-of-systems performance-based asset risk management approach, designed...

  • Review
  • Open Access
137 Citations
30,305 Views
25 Pages

This study explores the growing influence of artificial intelligence (AI) on structural health monitoring (SHM), a critical aspect of infrastructure maintenance and safety. This study begins with a bibliometric analysis to identify current research t...

(This article belongs to the Special Issue Advances in Structural Health Monitoring and Industry 5.0 Innovations for Bridge Management and Conservation)
  • Article
  • Open Access
16 Citations
4,443 Views
24 Pages

Performance Assessment of Eco-Friendly Asphalt Binders Using Natural Asphalt and Waste Engine Oil

  • Amjad H. Albayati,
  • Mazen J. Al-Kheetan,
  • Ahmed M. Mohammed,
  • Aliaa F. Al-ani and
  • Mustafa M. Moudhafar

The depletion of petroleum reserves and increasing environmental concerns have driven the development of eco-friendly asphalt binders. This research investigates the performance of natural asphalt (NA) modified with waste engine oil (WEO) as a sustai...

  • Review
  • Open Access
20 Citations
7,445 Views
26 Pages

Implementation of Crumb Rubber (CR) in Road Pavements: A Comprehensive Literature Review

  • Oswaldo Guerrero-Bustamante,
  • Rafael Camargo,
  • Ibrahim Dawd,
  • Jose Duque,
  • Rodrigo Polo-Mendoza,
  • Javier Gálvis,
  • Jesús Díaz,
  • Omar Daza,
  • Juan Cucunuba and
  • Carlos Acosta

The global rise in vehicle ownership has led to a significant accumulation of waste tires, with many ending up in landfills or incinerated, resulting in considerable environmental impacts. Several end-of-life solutions have been developed to repurpos...

(This article belongs to the Special Issue Sustainable Low-Carbon Road Pavement Infrastructure: Methods and Challenges)
  • Article
  • Open Access
6 Citations
4,297 Views
22 Pages

Exploring Factors Influencing Speeding on Rural Roads: A Multivariable Approach

  • Marija Ferko,
  • Ali Pirdavani,
  • Dario Babić and
  • Darko Babić

Speeding is one of the main contributing factors to road crashes and their severity; therefore, this study aims to investigate the complex dynamics of speeding and uses a multivariable analysis framework to explore the diverse factors contributing to...

  • Article
  • Open Access
14 Citations
3,903 Views
28 Pages

Traditional forecasting models for bridge conditions, such as ARIMA and Markov chains, often fail to adequately capture nonlinear and dynamic relationships among critical variables like age, traffic patterns, and environmental factors, leading to sub...

(This article belongs to the Special Issue Bridge Modeling, Monitoring, Management and Beyond)
  • Article
  • Open Access
9 Citations
4,468 Views
31 Pages

Facility maintenance requires thorough inspections throughout a facility’s lifecycle to ensure structural integrity and longevity. A significant challenge lies in managing the semantic relationships between various inspection data across differ...

(This article belongs to the Special Issue Structural Health Monitoring, Non-destructive Evaluation and Remedial Measures for Civil Infrastructures)
  • Article
  • Open Access
17 Citations
4,881 Views
33 Pages

Comparison of Seismic and Structural Parameters of Settlements in the East Anatolian Fault Zone in Light of the 6 February Kahramanmaraş Earthquakes

  • Ercan Işık,
  • Marijana Hadzima-Nyarko,
  • Fatih Avcil,
  • Aydın Büyüksaraç,
  • Enes Arkan,
  • Hamdi Alkan and
  • Ehsan Harirchian

On 6 February 2023, two very large destructive earthquakes occurred in the East Anatolian Fault Zone (EAFZ), one of Türkiye’s primary tectonic members. The fact that these earthquakes occurred on the same day and in the same region increas...

  • Article
  • Open Access
9 Citations
6,711 Views
15 Pages

In this research, we harmonize the two mobility approaches, stationary and mobile measurements, within the same framework to generate comparison opportunities, particularly in terms of identified bridge modal frequencies. Vibration tests were conduct...

(This article belongs to the Special Issue Bridge Modeling, Monitoring, Management and Beyond)
  • Article
  • Open Access
12 Citations
3,633 Views
23 Pages

This study explores the potential of a composite binder comprising cement bypass dust (CBD) and spent fluid catalytic cracking (FCC) catalyst for sustainable pavement base stabilization. Various CBD/FCC ratios (30:70, 50:50, 70:30) and binder content...

  • Review
  • Open Access
22 Citations
13,761 Views
42 Pages

A Review of Eco-Friendly Road Infrastructure Innovations for Sustainable Transportation

  • Adamu Tafida,
  • Wesam Salah Alaloul,
  • Noor Amila Bt Wan Zawawi,
  • Muhammad Ali Musarat and
  • Adamu Sani Abubakar

Eco-friendly road infrastructure is vital for the advancement of sustainable transportation and promotion of efficient urban mobility. This systematic literature review explores the current state of research and development in the eco-friendly road i...

  • Article
  • Open Access
6 Citations
3,786 Views
24 Pages

Reconstructing Intersection Conflict Zones: Microsimulation-Based Analysis of Traffic Safety for Pedestrians

  • Irena Ištoka Otković,
  • Aleksandra Deluka-Tibljaš,
  • Đuro Zečević and
  • Mirjana Šimunović

According to statistics from the World Health Organization, traffic accidents are one of the leading causes of death among children and young people, and statistical indicators are even worse for the elderly population. Preventive measures require an...

(This article belongs to the Special Issue Sustainable Road Design and Traffic Management)
  • Article
  • Open Access
2 Citations
1,855 Views
24 Pages

The rising population and demand for plastic materials lead to increasing plastic waste (PW) annually, much of which is sent to landfills without adequate recycling, posing serious environmental risks globally. PWs are grinded to smaller sizes and us...

  • Review
  • Open Access
63 Citations
14,321 Views
32 Pages

Effective road pavement management is vital for maintaining the functionality and safety of transportation infrastructure. This review examines the integration of Machine Learning (ML) into Pavement Management Systems (PMS), presenting an analysis of...

(This article belongs to the Special Issue Pavement Design and Pavement Management)
  • Article
  • Open Access
2 Citations
2,657 Views
21 Pages

A New Prediction Model of Cutterhead Torque in Soil Strata Based on Ultra-Large Section EPB Pipe Jacking Machine

  • Jianwei Lu,
  • Bo Sun,
  • Qiuming Gong,
  • Tiantian Song,
  • Wei Li,
  • Wenpeng Zhou and
  • Yang Li

Cutterhead torque is a key operational parameter for earth pressure balance (EPB) TBM tunneling in soil strata. The effective management of cutterhead torque can significantly maintain face stability and ensure the tunneling machine operates steadily...

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Infrastructures - ISSN 2412-3811