Total Page Visits: 10
we

ISSN (online): 2412-3811
Journal Sheet: Infrastructures

Call of the Journal:


×
- Advances in Structural Dynamics and Earthquake Engineering

- Advances in the Management and Application of Construction and Demolition Waste

- Agricultural Infrastructure

- Application of Artificial Intelligence to Model the Behavior of Infrastructure

- Application of Machine Learning and Artificial Intelligence in NDE and Structural Health Monitoring of Civil Infrastructures

- Big Data Analysis and Visualization in Transport Infrastructure | Challenges for Operations, Control, and Planning

- Critical Infrastructure Resilience Facing Extreme Weather Events

- Designing and Managing the Next Generation of Transportation Infrastructure

- Durability of Concrete Infrastructure

- Innovative Practices into Road Pavement Maintenance Management

- Inspection, Assessment and Retrofit of Transport Infrastructure

- Neural Networks in Land Transport, Vehicle and Railway Engineering

- Non-destructive Testing and Evaluation for Civil Infrastructures

- Pavement Management | Inspection and Life-Cycle Assessment

- Pedestrian and Bicycle Mobility in the Future Cities of the World | Between Adapting Infrastructure and Changing Behavior

- Rail Infrastructures

- Reliability and Durability of Pipelines

- Remote Sensing and Infrastructure Information Models | Methods, Applications and Smart Management of Infrastructure Data

- Research and Developments in Pavements

- Resilient and Smart Transport Infrastructure for Connected and Autonomous Vehicles

- Reusing, Recycling and Repurposing Infrastructure | Components and Construction Materials

- Road and Rail Infrastructures

- Seismic Reliability Assessment and Advances in Structural Modelling

- Selected Papers from the 8th Civil Structural Health Monitoring Workshop

- Smart Infrastructures

- Smart Materials for Sustainable Infrastructures

- Smart, Sustainable and Resilient Infrastructures

- Structural Assessment and Health Monitoring of Infrastructures

- Structural Health Monitoring of Civil Infrastructures

- Structural Performances of Bridges

- Sustainability of Building Materials and Structures

- Sustainability of Concrete Infrastructures | New Applications, Monitoring and Retrofitting

- Ultra-High Performance Concrete (UHPC)

- Underground Infrastructure Engineering

Year of the Pubblication: 2022
31
Dec
2021
Paper Submission Deadline

Add to Calendar 12/31/2021 08:00 Europe/Rome Application of Artificial Intelligence to Model the Behavior of Infrastructure

Infrastructures including structures, pavements, bridge, dams, etc. are usually exposed to various environmental and loading conditions during their service life. Understanding the behavior of these elements is of utmost importance for their properly design and effective conduct of maintenance practices. Conventional methods to model the behavior of infrastructures rely on time-consuming and expensive techniques, which may also require highly trained personnel. Artificial intelligence (AI)-based techniques have been widely applied in many engineering fields due to their capabilities in computation and knowledge processing. AI-based techniques, including machine learning (ML) and deep learning (DL), are effective empirical approaches for both classification (supervised and unsupervised) and/or regression of nonlinear systems. Moreover, there are a wide range of metaheuristic optimization algorithms that can be used in the field of infrastructures. These novel techniques can be used for optimizing the design, maintenance, rehabilitation, and strengthening strategies of infrastructures. This Special Issue focuses on the latest research findings in the area of the applications of AI to model the behavior of infrastructures. Various original and novel research topics will be considered, including but not limited to: Leveraging AI to automatically process the data obtained through destructive experiments and non-destructive evaluation;  Application of AI for health monitoring of infrastructures; The use of AI-based techniques for maintenance and rehabilitation purposes; Applications of AI to monitor the performance of infrastructures; Hybrid models to develop solutions for multiobjective problems of infrastructures; Serving AI-based methods for the inspection of infrastructures; Employing metaheuristic optimization algorithms for optimizing the design, maintenance, rehabilitation, and strengthening strategies of infrastructures; The use of BIM and AI-based methods for the design, maintenance, rehabilitation, and strengthening of infrastructures.
Keywords: Infrastructures; Artificial intelligence; Machine learning; Deep learning; Hybrid models; Artificial neural network; Symbolic regression; Evolutionary methods; Metaheuristic optimization algorithm; Multiobjective optimization; Classification algorithms; BIM.

Switzerland
CALL FOR PAPERS
Code: CFP-I101-SI4_2022
Posting date: 20/10/2020

Application of Artificial Intelligence to Model the Behavior of Infrastructure


Aims and Scope

Infrastructures including structures, pavements, bridge, dams, etc. are usually exposed to various environmental and loading conditions during their service life. Understanding the behavior of these elements is of utmost importance for their properly design and effective conduct of maintenance practices. Conventional methods to model the behavior of infrastructures rely on time-consuming and expensive techniques, which may also require highly trained personnel. Artificial intelligence (AI)-based techniques have been widely applied in many engineering fields due to their capabilities in computation and knowledge processing. AI-based techniques, including machine learning (ML) and deep learning (DL), are effective empirical approaches for both classification (supervised and unsupervised) and/or regression of nonlinear systems. Moreover, there are a wide range of metaheuristic optimization algorithms that can be used in the field of infrastructures. These novel techniques can be used for optimizing the design, maintenance, rehabilitation, and strengthening strategies of infrastructures. This Special Issue focuses on the latest research findings in the area of the applications of AI to model the behavior of infrastructures. Various original and novel research topics will be considered, including but not limited to: Leveraging AI to automatically process the data obtained through destructive experiments and non-destructive evaluation;  Application of AI for health monitoring of infrastructures; The use of AI-based techniques for maintenance and rehabilitation purposes; Applications of AI to monitor the performance of infrastructures; Hybrid models to develop solutions for multiobjective problems of infrastructures; Serving AI-based methods for the inspection of infrastructures; Employing metaheuristic optimization algorithms for optimizing the design, maintenance, rehabilitation, and strengthening strategies of infrastructures; The use of BIM and AI-based methods for the design, maintenance, rehabilitation, and strengthening of infrastructures.
Keywords: Infrastructures; Artificial intelligence; Machine learning; Deep learning; Hybrid models; Artificial neural network; Symbolic regression; Evolutionary methods; Metaheuristic optimization algorithm; Multiobjective optimization; Classification algorithms; BIM.

Languages
English
Country
Switzerland
Topics
Artificial Intelligence, Building Information Modelling (BIM), Civil Engineering, Data Analysis Processes, Data Management, Data Sensing and Analysis, Decision Support Systems, Industry 4.0, Infrastructures, Innovative Techniques, Innovative Technologies, Internet of Things (IoT), Maintenance, Methodology, Methods for Diagnostics, Modeling, Monitoring, Networks, Rehabilitation, Smart Tools
Review process
The Journal adopts double-blind peer review process
Indexed By

DOAJ, Inspec (IET), Scopus (Elsevier), CLOCKSS (Digital Archive), e-Helvetica (Swiss National Library Digital Archive), Google Scholar, J-Gate (Informatics India), ProQuest Central (ProQuest), Science In Context (Gale/Cengage Learning).

APC

Info at: www.mdpi.com/journal/infrastructures/apc

Submit by website
Call webpage
Additional Notice from the Editor

Guest Editors
Dr. Ali Behnood
Dr. Emadaldin Mohammadi Golafshani
Dr. Siamak Talatahari
Dr. Amir H. Alavi