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  • Systematic Review
  • Open Access
62 Citations
11,758 Views
35 Pages

26 February 2025

The increasing adoption of electric vehicles has introduced challenges in maintaining grid stability, energy efficiency, and economic optimization. Advanced control strategies are required to ensure seamless integration while enhancing system reliabi...

  • Systematic Review
  • Open Access
58 Citations
14,140 Views
17 Pages

14 October 2022

We review and define the current state of the art as relating to discrete event simulation in healthcare-related systems. A review of published literature over the past five years (2017–2021) was conducted, building upon previously published wo...

  • Systematic Review
  • Open Access
51 Citations
29,345 Views
35 Pages

This systematic review investigates the integration of artificial intelligence (AI) in cost estimation within project management, focusing on its impact on accuracy and efficiency compared to traditional methods. This study synthesizes findings from...

  • Article
  • Open Access
41 Citations
13,421 Views
27 Pages

Modelling Key Performance Indicators in a Gamified Waste Management Tool

  • Georgios Pappas,
  • Iliana Papamichael,
  • Antonis Zorpas,
  • Joshua E. Siegel,
  • Jacob Rutkowski and
  • Konstantinos Politopoulos

24 December 2021

Broader understanding of waste management has the potential to bring about broad societal change impacting the climate crisis and public health. We present existing waste management tools and commercially-available games involving waste management, h...

  • Article
  • Open Access
40 Citations
7,251 Views
28 Pages

Model Driven Interoperability for System Engineering

  • Gregory Zacharewicz,
  • Nicolas Daclin,
  • Guy Doumeingts and
  • Hezam Haidar

15 October 2020

To keep up to date, manufacturing enterprises need to use the latest results from the ICT sector, especially when collaborating with external partners in a supply chain and exchanging products and data. This has led to dealing with an increasing amou...

(This article belongs to the Special Issue Feature Papers of Modelling)
  • Review
  • Open Access
39 Citations
9,962 Views
22 Pages

Overview of Energy Management and Leakage Control Systems for Smart Water Grids and Digital Water

  • Carlo Giudicianni,
  • Manuel Herrera,
  • Armando di Nardo,
  • Kemi Adeyeye and
  • Helena M. Ramos

24 October 2020

Current and future smart cities are moving towards the zero-net energy use concept. To this end, the built environment should also be designed for efficient energy use and play a significant role in the production of such energy. At present, this is...

(This article belongs to the Special Issue Feature Papers of Modelling)
  • Article
  • Open Access
36 Citations
17,793 Views
22 Pages

27 February 2022

Data integration is one of the core responsibilities of EDM (enterprise data management) and interoperability. It is essential for almost every digitalization project, e.g., during the migration from a legacy ERP (enterprise resource planning) softwa...

(This article belongs to the Special Issue Model Driven Interoperability for System Engineering)
  • Article
  • Open Access
34 Citations
6,567 Views
17 Pages

Modeling and Optimization of Concrete Mixtures Using Machine Learning Estimators and Genetic Algorithms

  • Ana I. Oviedo,
  • Jorge M. Londoño,
  • John F. Vargas,
  • Carolina Zuluaga and
  • Ana Gómez

24 June 2024

This study presents a methodology to optimize concrete mixtures by integrating machine learning (ML) and genetic algorithms. ML models are used to predict compressive strength, while genetic algorithms optimize the mixture cost under quality constrai...

  • Review
  • Open Access
32 Citations
7,144 Views
28 Pages

Machine Learning in the Stochastic Analysis of Slope Stability: A State-of-the-Art Review

  • Haoding Xu,
  • Xuzhen He,
  • Feng Shan,
  • Gang Niu and
  • Daichao Sheng

1 October 2023

In traditional slope stability analysis, it is assumed that some “average” or appropriately “conservative” properties operate over the entire region of interest. This kind of deterministic conservative analysis often results i...

  • Article
  • Open Access
31 Citations
7,889 Views
21 Pages

4 April 2023

The automatic character recognition of historic documents gained more attention from scholars recently, due to the big improvements in computer vision, image processing, and digitization. While Neural Networks, the current state-of-the-art models use...

  • Article
  • Open Access
26 Citations
4,620 Views
16 Pages

18 September 2024

This study investigates the transformative impact of smart intelligence, leveraging the Internet of Things and edge-cloud platforms in smart urban development. Smart urban development, by integrating diverse digital technologies, generates substantia...

  • Article
  • Open Access
26 Citations
6,288 Views
27 Pages

On the Accuracy of the Sine Power Lomax Model for Data Fitting

  • Vasili B. V. Nagarjuna,
  • R. Vishnu Vardhan and
  • Christophe Chesneau

13 February 2021

Every day, new data must be analysed as well as possible in all areas of applied science, which requires the development of attractive statistical models, that is to say adapted to the context, easy to use and efficient. In this article, we innovate...

  • Article
  • Open Access
26 Citations
5,654 Views
15 Pages

7 February 2021

In this work, the performance of reliability methods for the probabilistic analysis of local scour at a bridge pier is investigated. The reliability of bridge pier scour is one of the important issues for the risk assessment and safety evaluation of...

(This article belongs to the Special Issue Simulation- and Modelling-Aided Structural Integrity and Safety)
  • Article
  • Open Access
25 Citations
10,416 Views
29 Pages

27 November 2024

In this paper, we address the modeling, simulation, and control of a rotary inverted pendulum (RIP). The RIP model assembled via the MATLAB (Matlab 2021a)®/Simulink (Simulink 10.3) Simscape (Simscape 7.3)™ environment demonstrates a high de...

(This article belongs to the Topic Agents and Multi-Agent Systems)
  • Article
  • Open Access
24 Citations
22,985 Views
23 Pages

28 March 2022

Creating video games can be a very complex process, which requires taking into account various hardware and software limitations. This process is even more complex for mobile games, which are limited to the resources that their platforms (mobile devi...

  • Article
  • Open Access
24 Citations
6,572 Views
19 Pages

25 January 2023

Machine learning algorithms have been widely used in public health for predicting or diagnosing epidemiological chronic diseases, such as diabetes mellitus, which is classified as an epi-demic due to its high rates of global prevalence. Machine learn...

  • Article
  • Open Access
23 Citations
10,273 Views
18 Pages

Physics-Informed Neural Network for Solving a One-Dimensional Solid Mechanics Problem

  • Vishal Singh,
  • Dineshkumar Harursampath,
  • Sharanjeet Dhawan,
  • Manoj Sahni,
  • Sahaj Saxena and
  • Rajnish Mallick

18 October 2024

Our objective in this work is to demonstrate how physics-informed neural networks, a type of deep learning technology, can be utilized to examine the mechanical properties of a helicopter blade. The blade is regarded as a one-dimensional prismatic ca...

  • Article
  • Open Access
23 Citations
4,551 Views
16 Pages

Tensile Fracture Mechanism of Masonry Wallettes Parallel to Bed Joints: A Stochastic Discontinuum Analysis

  • Bora Pulatsu,
  • Semih Gonen,
  • Ece Erdogmus,
  • Paulo B. Lourenço,
  • Jose V. Lemos and
  • Jim Hazzard

8 October 2020

Nonhomogeneous material characteristics of masonry lead to complex fracture mechanisms, which require substantial analysis regarding the influence of masonry constituents. In this context, this study presents a discontinuum modeling strategy, based o...

  • Article
  • Open Access
23 Citations
4,417 Views
14 Pages

Experimental Modelling of a Solar Dryer for Wood Fuel in Epinal (France)

  • Merlin Simo-Tagne,
  • Macmanus Chinenye Ndukwu and
  • Martin Ndi Azese

23 August 2020

A solar dryer for wood was constructed and modelled based on the climatic condition of Epinal, France, during the summer, spring and winter seasons. The solar dryer was able to raise the temperature of the drying air by 38 °C in the spring and su...

  • Article
  • Open Access
23 Citations
9,002 Views
24 Pages

Development of a Framework for Wind Turbine Design and Optimization

  • Mareike Leimeister,
  • Athanasios Kolios and
  • Maurizio Collu

16 February 2021

Dimensioning and assessment of a specific wind turbine imply iterative steps for design optimization, as well as load calculations and performance analyses of the system in various environmental conditions. However, due to the complexity of wind turb...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
22 Citations
4,989 Views
25 Pages

8 December 2021

As the offshore wind industry develops, more lease sites in the intermediate water depth (50–85 m) are being released to developers. In these water depths floating wind turbines with chain catenary systems and fixed-bottom turbines with jackete...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
21 Citations
11,230 Views
29 Pages

25 April 2021

The electrification of the powertrain requires enhanced performance of lithium-ion batteries, mainly in terms of energy and power density. They can be improved by optimising the positive electrode, i.e., by changing their size, composition or morphol...

  • Article
  • Open Access
20 Citations
6,931 Views
25 Pages

A Model-Based Strategy for Active Balancing and SoC and SoH Estimations of an Automotive Battery Management System

  • Lorenzo Breglio,
  • Arcangelo Fiordellisi,
  • Giovanni Gasperini,
  • Giulio Iodice,
  • Denise Palermo,
  • Manuela Tufo,
  • Fabio Ursumando and
  • Agostino Mele

7 August 2024

This paper presents a novel integrated control architecture for automotive battery management systems (BMSs). The primary focus is on estimating the state of charge (SoC) and the state of health (SoH) of a battery pack made of sixteen parallel-connec...

  • Article
  • Open Access
20 Citations
2,620 Views
22 Pages

A novel concrete-filled corrugated steel tubular (CFCST) column composed of corner steel bars and corrugated steel plates filled with concrete has been proposed recently. Columns with large height-to-width ratios are commonly used in practice, where...

(This article belongs to the Special Issue The 5th Anniversary of Modelling)
  • Article
  • Open Access
19 Citations
6,031 Views
23 Pages

A Novel Hybrid Internal Pipeline Leak Detection and Location System Based on Modified Real-Time Transient Modelling

  • Seyed Ali Mohammad Tajalli,
  • Mazda Moattari,
  • Seyed Vahid Naghavi and
  • Mohammad Reza Salehizadeh

2 September 2024

A This paper proposes a modified real-time transient modelling (MRTTM) framework to address the critical challenge of leak detection and localization in pipeline transmission systems. Pipelines are essential infrastructure for transporting liquids an...

(This article belongs to the Topic Oil and Gas Pipeline Network for Industrial Applications)
  • Article
  • Open Access
19 Citations
6,558 Views
19 Pages

1 October 2021

This paper presents a finite element-based numerical model for tracing the behavior of ultra-high performance concrete (UHPC) beams. The model developed in ABAQUS can account for stress–strain response of UHPC and reinforcing bar in both tension and...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
19 Citations
2,288 Views
17 Pages

Mechanical metamaterials have become a critical research focus across various engineering fields. Recent advancements have pushed the development of reprogrammable mechanical metamaterials to achieve adaptive mechanical behaviours against external st...

(This article belongs to the Special Issue The 5th Anniversary of Modelling)
  • Article
  • Open Access
18 Citations
5,677 Views
16 Pages

Life-Cycle Assessment of an Office Building: Influence of the Structural Design on the Embodied Carbon Emissions

  • José Humberto Matias de Paula Filho,
  • Marina D’Antimo,
  • Marion Charlier and
  • Olivier Vassart

22 December 2023

In 2020, 37% of global CO2eq. emissions were attributed to the construction sector. The major effort to reduce this share of emissions has been focused on reducing the operational carbon of buildings. Recently, awareness has also been raised on the r...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
18 Citations
5,585 Views
20 Pages

21 February 2021

The manufacturing industry is confronted with increasing demands for digitalization. To realize a digital twin of the cutting process, an increase of the model reliability of the virtual representation becomes necessary. Thereby, different models are...

  • Systematic Review
  • Open Access
18 Citations
6,840 Views
16 Pages

A Literature Review of Hybrid System Dynamics and Agent-Based Modeling in a Produced Water Management Context

  • Saeed P. Langarudi,
  • Robert P. Sabie,
  • Babak Bahaddin and
  • Alexander G. Fernald

9 April 2021

This paper explores the possibility and plausibility of developing a hybrid simulation method combining agent-based (AB) and system dynamics (SD) modeling to address the case study of produced water management (PWM). In southeastern New Mexico, the o...

(This article belongs to the Special Issue Agent-Based Modelling)
  • Review
  • Open Access
17 Citations
10,189 Views
22 Pages

15 July 2024

Metal creep has been a subject of extensive study for more than 110 years because it affects the useful life of engineering components operating at high temperatures. This is even more true with ever-increasing operating temperatures of propulsion/po...

  • Article
  • Open Access
16 Citations
4,525 Views
20 Pages

Particle swarm optimization (PSO), an important solving method in the field of swarm intelligence, is recognized as one of the most effective metaheuristics for addressing optimization problems. Many adaptive strategies have been developed to improve...

  • Article
  • Open Access
16 Citations
4,146 Views
31 Pages

Machine Learning Approaches for Classification of Composite Materials

  • Dmytro Tymoshchuk,
  • Iryna Didych,
  • Pavlo Maruschak,
  • Oleh Yasniy,
  • Andrii Mykytyshyn and
  • Mykola Mytnyk

1 October 2025

The paper presents a comparative analysis of various machine learning algorithms for the classification of epoxy composites reinforced with basalt fiber and modified with inorganic fillers. The classification is based on key thermophysical characteri...

(This article belongs to the Special Issue Machine Learning and Artificial Intelligence in Modelling)
  • Article
  • Open Access
15 Citations
8,355 Views
23 Pages

29 September 2021

Incorporating human behavior is a current challenge for agent-based modeling and simulation (ABMS). Human behavior includes many different aspects depending on the scenario considered. The scenario context of this paper is strategic coalition formati...

(This article belongs to the Special Issue Agent-Based Modelling)
  • Article
  • Open Access
15 Citations
4,791 Views
15 Pages

10 July 2023

The reliable and repeatable fabrication of complex geometries with predetermined homogeneous properties is still a major challenge in electron beam powder bed fusion (PBF-EB). Although previous research identified a variety of process parameter&ndash...

  • Article
  • Open Access
15 Citations
3,352 Views
26 Pages

12 December 2025

Graph learning is well suited to modeling relationships among communicating entities in network intrusion detection. However, the resulting models are frequently difficult to interpret, in contrast to many classical approaches that offer more transpa...

(This article belongs to the Special Issue Machine Learning and Artificial Intelligence in Modelling)
  • Article
  • Open Access
15 Citations
3,242 Views
17 Pages

Fault Diagnosis Method Using CNN-Attention-LSTM for AC/DC Microgrid

  • Qiangsheng Bu,
  • Pengpeng Lyu,
  • Ruihai Sun,
  • Jiangping Jing,
  • Zhan Lyu and
  • Shixi Hou

18 September 2025

From the perspectives of theoretical design and practical application, the existing fault diagnosis methods with the complex identification process owing to manual feature extraction and the insufficient feature extraction for time series data and we...

  • Article
  • Open Access
15 Citations
5,155 Views
17 Pages

7 March 2021

The utilization of sacrificial layers to strengthen civilian structures against terrorist attacks is of great interest to engineering experts in structural retrofitting. The sacrificial cladding structures are designed to be attached to the façade of...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
14 Citations
4,203 Views
20 Pages

A frequency-reconfigurable MIMO antenna with high gain, low mutual coupling and highly suppressed side lobe level (SLL) for applications in 24 GHz ISM band sensing and automotive radar systems was designed, modeled, and simulated. The reconfigurabili...

  • Article
  • Open Access
14 Citations
5,056 Views
17 Pages

17 November 2022

Urban water drainage systems represent complex networks with nonlinear dynamics and different types of interactions. This yields an involved modeling problem for which different off-line simulation approaches are available. Nevertheless, these approa...

  • Article
  • Open Access
13 Citations
6,851 Views
19 Pages

26 September 2021

Inspection processes are becoming more and more popular beyond the manufacturing industry to ensure product quality. Implementing inspection systems in multistage production lines brings many benefits in productivity, quality, and customer satisfacti...

  • Review
  • Open Access
13 Citations
7,309 Views
21 Pages

A Review of Dynamic Operating Envelopes: Computation, Applications and Challenges

  • Anjala Wickramasinghe,
  • Mahinda Vilathgamuwa,
  • Ghavameddin Nourbakhsh and
  • Paul Corry

The integration of Distributed Energy Resources (DERs) into power grids presents significant challenges to grid performance, requiring innovative solutions for effective operation. Dynamic Operating Envelopes (DOEs) offer a promising approach by opti...

  • Article
  • Open Access
13 Citations
4,019 Views
28 Pages

Enhancing Accuracy in Hourly Passenger Flow Forecasting for Urban Transit Using TBATS Boosting

  • Madhuri Patel,
  • Samir B. Patel,
  • Debabrata Swain and
  • Rishikesh Mallagundla

Passenger flow forecasting is crucial for optimizing urban transit operations, especially in developing countries such as India, where congestion, infrastructure constraints, and diverse commuter behaviors pose significant challenges. Despite its imp...

  • Article
  • Open Access
13 Citations
4,280 Views
39 Pages

Supply Chains Problem During Crises: A Data-Driven Approach

  • Farima Salamian,
  • Amirmohammad Paksaz,
  • Behrooz Khalil Loo,
  • Mobina Mousapour Mamoudan,
  • Mohammad Aghsami and
  • Amir Aghsami

12 December 2024

Efficient management of hospital evacuations and pharmaceutical supply chains is a critical challenge in modern healthcare, particularly during emergencies. This study addresses these challenges by proposing a novel bi-objective optimization framewor...

  • Article
  • Open Access
13 Citations
5,153 Views
18 Pages

15 December 2020

Residual stress (RS) is the most challenging problem in metal additive manufacturing (AM) since the build-up of high tensile RS may influence the fatigue life, corrosion resistance, crack initiation, and failure of the additively manufactured compone...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
12 Citations
3,178 Views
15 Pages

29 June 2024

A roadway path is most commonly perceived as a 3-D element structure placed within its surrounding environment either within or outside urban areas. Design guidelines are usually strictly followed to ensure safe and comfort transportation of people a...

  • Article
  • Open Access
12 Citations
5,441 Views
15 Pages

Numerical Simulation-Based Damage Identification in Concrete

  • Giao Vu,
  • Jithender J. Timothy,
  • Divya S. Singh,
  • Leslie A. Saydak,
  • Erik H. Saenger and
  • Günther Meschke

6 August 2021

High costs for the repair of concrete structures can be prevented if damage at an early stage of degradation is detected and precautionary maintenance measures are applied. To this end, we use numerical wave propagation simulations to identify simula...

  • Article
  • Open Access
12 Citations
5,014 Views
22 Pages

Machine Learning Models for Carbonation Depth Prediction in Reinforced Concrete Structures: A Comparative Study

  • Rafael Aredes Couto,
  • Igor Augusto Guimarães Campos,
  • Elvys Dias Reis,
  • Daniel Hasan Dalip,
  • Flávia Spitale Jacques Poggiali and
  • Péter Ludvig

The durability of reinforced concrete (RC) structures is strongly influenced by carbonation, a phenomenon governed by material and environmental interactions. This study applied machine learning (ML) techniques—Random Forest (RF), Support Vecto...

(This article belongs to the Section Modelling in Engineering Structures)
  • Article
  • Open Access
12 Citations
3,539 Views
17 Pages

Layer-Wise Discontinuous Galerkin Methods for Piezoelectric Laminates

  • Ivano Benedetti,
  • Vincenzo Gulizzi and
  • Alberto Milazzo

2 December 2020

In this work, a novel high-order formulation for multilayered piezoelectric plates based on the combination of variable-order interior penalty discontinuous Galerkin methods and general layer-wise plate theories is presented, implemented and tested....

(This article belongs to the Special Issue Feature Papers of Modelling)
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Modelling - ISSN 2673-3951