Simulation Modelling Practice and Theory

Article	Citations
A dynamic simulation framework based on hybrid modeling paradigm for parallel scheduling systems in warehouses	923349552
Deep recurrent neural network for IoT intrusion detection system	211
Mechanical fault diagnosis and prediction in IoT based on multi-source sensing data fusion	83
MobFogSim: Simulation of mobility and migration for fog computing	74
Simulation-optimization methods for designing and assessing resilient supply chain networks under uncertainty scenarios: A review	67
Numerical and experimental investigation of tool geometry effect on residual stresses in orthogonal machining of Inconel 718	57
Cloud computing simulators: A comprehensive review	55
A novel energy-aware resource management technique using joint VM and container consolidation approach for green computing in cloud data centers	52
Metamodel-based simulation optimization: A systematic literature review	52
Speeding up computational times in simheuristics combining genetic algorithms with discrete-Event simulation	51
Hybrid recommendation system combined content-based filtering and collaborative prediction using artificial neural network	50
A survey and taxonomy of simulation environments modelling fog computing	49
Analysis of flat-end milling forces considering chip formation process in high-speed cutting of Ti6Al4V titanium alloy	44
Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions	42
Short-term traffic flow prediction based on faded memory Kalman Filter fusing data from connected vehicles and Bluetooth sensors	40
Malicious mining code detection based on ensemble learning in cloud computing environment	38
Machining simulation of Ti6Al4V using coupled Eulerian-Lagrangian approach and a constitutive model considering the state of stress	38
Simulation model and performance evaluation of battery-powered AGV systems in automated container terminals	34
Blockchain based consensus checking in decentralized cloud storage	33
Cloud-Fog-based approach for Smart Grid monitoring	33
IoT, cloud, big data and AI in interdisciplinary domains	33
A comparative analysis of simulators for the Cloud to Fog continuum	31
Optimization of Milling Aluminum Alloy 6061-T6 using Modified Johnson-Cook Model	31
Modelling and Simulation of QoS-Aware Service Selection in Cloud Computing	30
A robust methodology for optimizing the topology and the learning parameters of an ANN for accurate predictions of laser-cut edges surface roughness	29

An extreme value theory based approach for calibration of microsimulation models for safety analysis	29
Simulation of pedestrian evacuation in stampedes based on a cellular automaton model	28
Design and exploration of load balancers for fog computing using fuzzy logic	28
Simulation of vehicle body spot weld failures due to fatigue by considering road roughness and vehicle velocity	27
Finite element simulation-based predictive regression modeling and optimum solution for grain size in machining of Ti6Al4V alloy: Influence of tool geometry and cutting conditions	27
Simulation and modeling of an improved multi-verse optimization algorithm for QoS-aware web service composition with service level agreements in the cloud environments	26
Distributed optimization of energy profiles to improve photovoltaic self-consumption on a local energy community	26
Medical image segmentation method based on multi-feature interaction and fusion over cloud computing	25
Energy-aware workflow task scheduling in clouds with virtual machine consolidation using discrete water wave optimization	25
A scheduling-based dynamic fog computing framework for augmenting resource utilization	25
Intelligent recommender system based on unsupervised machine learning and demographic attributes	25
Hierarchical planning for multiple AGVs in warehouse based on global vision	24
A Deep Learning framework for simulation and defect prediction applied in microelectronics	24
Numerical simulation of rock mass blasting using particle flow code and particle expansion loading algorithm	24
Using cloud and fog computing for large scale IoT-based urban sound classification	24
Experiment and simulation study on influence of ultrasonic rolling parameters on residual stress of Ti-6Al-4V alloy	23
Comparative Approaches to Probabilistic Finite Element Methods for Slope Stability Analysis	23
Simulating FogDirector Application Management	22
How to pick a mobile robot simulator: A quantitative comparison of CoppeliaSim, Gazebo, MORSE and Webots with a focus on accuracy of motion	22
Cost and makespan aware workflow scheduling in IaaS clouds using hybrid spider monkey optimization	22
A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers	22
Transitioning to a driverless city: Evaluating a hybrid system for autonomous and non-autonomous vehicles	22
Modelling and simulation of AdDoKu based reconfiguration technique to harvest maximum power from photovoltaic array under partial shading conditions	21
Dynamic decision support for resource offloading in heterogeneous Internet of Things environments	21
RAFL: A hybrid metaheuristic based resource allocation framework for load balancing in cloud computing environment	21
Modeling a pre-hospital emergency medical service using hybrid simulation and a machine learning approach	20
A modified social force model for high-density through bicycle flow at mixed-traffic intersections	20
5GPy: A SimPy-based simulator for performance evaluations in 5G hybrid Cloud-Fog RAN architectures	20
CGP: Cluster-based gossip protocol for dynamic resource environment in cloud	20
Microstrip patch antenna design, simulation and fabrication for 5G applications	20
A simulation analysis for lubricating characteristics of an oil-jet lubricated ball bearing	19
Revealing the hidden rules of bidirectional pedestrian flow based on an improved floor field cellular automata model	19
Finite element simulation of drilling operation and theoretical analysis of drill stresses with the deform-3D	19
A fog computing model for implementing motion guide to visually impaired	19
A hybrid MCDM framework and simulation analysis for the assessment of worst polluted cities	19
Structural Analysis of System Dynamics Models	18
Calibration of the 5G-LENA system level simulator in 3GPP reference scenarios	18
Evacuation simulation of a high-rise teaching building considering the influence of obstacles	18
Trajectory tracking control of steer-by-wire autonomous ground vehicle considering the complete failure of vehicle steering motor	18
Sampling Rate Prediction of Biosensors in Wireless Body Area Networks using Deep-Learning Methods	18
Parallel Theatre: An actor framework in Java for high performance computing	18
Development and analysis of priority decision rules using MCDM approach for a flexible job shop scheduling: A simulation study	18
A competitive and cooperative Migrating Birds Optimization algorithm for vary-sized batch splitting scheduling problem of flexible Job-Shop with setup time	17
A comprehensive comparison study of four classical car-following models based on the large-scale naturalistic driving experiment	17
Modeling the effect of the badges gamification mechanism on personality traits of Stack Overflow users	17
Deep residual networks-based intelligent fault diagnosis method of planetary gearboxes in cloud environments	17
Enhancing response preparedness to influenza epidemics: Agent-based study of 2050 influenza season in Switzerland	17
Numerical investigation of sequential cuts residual stress considering tool edge radius in machining of AISI 304 stainless steel	17
Enabling multiple health security threats detection using mobile edge computing	17
Simulation of a pediatric hospital in evacuation considering groups	17

A reliable multipath routing protocol based on link quality and stability for MANETs in urban areas	17
Architecture and performance evaluation of distributed computation offloading in edge computing	17
Simulating a transition to autonomous mobility	17
AutoScaleSim: A simulation toolkit for auto-scaling Web applications in clouds	16
CFD modelling and numerical simulation on windage power loss of aeronautic high-speed spiral bevel gears	16
Optimizing multi-VM migration by allocating transfer and compression rate using Geometric Programming	16
Energy-efficient opportunistic multi-carrier NOMA-based resource allocation for beyond 5G (B5G) networks	16
The application of modeling and simulation to public health: Assessing the quality of Agent-Based Models for obesity	16
Simulation of watchdog placement for cooperative anomaly detection in Bluetooth Mesh Intrusion Detection System	16
SMADA-Fog: Semantic model driven approach to deployment and adaptivity in fog computing	16
Vico: An entity-component-system based co-simulation framework	16
Population downscaling in multi-agent transportation simulations: A review and case study	16
Probabilistic inference-based modeling for sustainable environmental systems under hybrid cloud infrastructure	16
Simulation of competitive and cooperative egress movements on the crowd emergency evacuation	15
Extending ADR mechanism for LoRa enabled mobile end-devices	15
A simulation and control framework for AGV based transport systems	15
A multi-tier architecture for data analytics in smart metering systems	15
Sphere: Simulator of edge infrastructures for the optimization of performance and resources energy consumption	15
Numerical prediction of microstructure and hardness for low carbon steel wire Arc additive manufacturing components	15
IoUT: Modelling and simulation of Edge-Drone-based Software-Defined smart Internet of Underwater Things	15
Using discrete-event simulation to compare congestion management initiatives at a port terminal	15
Comparison of fixed and mobile in-pit crushing and conveying and truck-shovel systems used in mineral industries through discrete-event simulation	14
An agent-based negotiation scheme for the distribution of electric vehicles across a set of charging stations	14
Modeling and simulation of urban air quality with a 2-phase assessment technique	14
Modelling and simulation of a new cooperative algorithm for UAV swarm coordination in mobile RF target tracking	14
A computing resources prediction approach based on ensemble learning for complex system simulation in cloud environment	14
Numerical study on abrasive machining of rock using FDEM method	14
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation	14
Modeling and simulation of overtaking events by heterogeneous non-motorized vehicles on shared roadway segments	14
From the edge to the cloud: A continuous delivery and preparation model for processing big IoT data	14
Spatio-Fog: A green and timeliness-oriented fog computing model for geospatial query resolution	14
Drilling of biocomposite materials: Modelling and experimental validation	13
A boarding model for heterogeneous passengers on the platform of high-speed railway station	13
Neural network model as Internet of Things congestion control using PID controller and immune-hill-climbing algorithm	13
Optimizing total passenger waiting time in an urban rail network: A passenger flow guidance strategy based on a multi-agent simulation approach	13
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	13
Modelling and simulation of an integrated human-vehicle system with non-linear cushion contact force	13
On the estimation of the windage power losses of spiral bevel gears: An analytical model and CFD investigation	13
Simulation of thermo-hydrodynamic behavior of journal bearings, lubricating with commercial oils of different performance	13
Designing a stochastic multi-objective simulation-based optimization model for sales and operations planning in built-to-order environment with uncertain distant outsourcing	13
Impacts of Automated Mobility-on-Demand on traffic dynamics, energy and emissions: A case study of Singapore	13
Analytical and simulation studies of queueing-inventory models with MAP demands in batches and positive phase type services	13
A fault diagnosis method of bearings based on deep transfer learning	13
Distributed no-wait flow shop problem with sequence dependent setup time: Optimization of makespan and maximum tardiness	13
An intelligent ensemble learning approach for energy efficient and interference aware dynamic virtual machine consolidation	12
A simulation and machine learning based optimization method for integrated pedestrian facilities planning and staff assignment problem in the multi-mode rail transit transfer station	12
Proposition of a simulation-based method for port capacity assessment and expansion planning	12
Hybrid simulation system for testing artificial intelligence algorithms used in smart homes	12
An Improved Gateway-Based Energy-Aware Multi-Hop Routing Protocol for Enhancing Lifetime and Throughput in Heterogeneous WSNs	12
Multi-objective fuzzy approach to scheduling and offloading workflow tasks in Fog–Cloud computing	12
Modeling and simulation of a novel secure quantum key distribution (SQKD) for ensuring data security in cloud environment	12
Impact of connected and autonomous vehicles on traffic efficiency and safety of an on-ramp	12
Closed-loop platoon simulation with cooperative intelligent transportation systems based on vehicle-to-X communication	12
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	12
A simulation framework for optimizing bike rebalancing and maintenance in large-scale bike-sharing systems	12
An improved adaptable step-size P&O MPPT approach for standalone photovoltaic systems with battery station	12
Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts	12
Learning automata and reservation based secure smart parking system: Methodology and simulation analysis	11
Evacuation Optimization of a Typical Multi-exit Subway Station: Overall partition and local railing	11
A decision-making analysis in UAV-enabled wireless power transfer for IoT networks	11
An agent-based approach for modeling and simulation of human resource management as a complex system: Management strategy evaluation	11
Improved model and simulation tool for dynamic SOH estimation and life prediction of batteries used in PV systems	11
Cost-time trade-off efficient workflow scheduling in cloud	11
Power system structure optimization based on reinforcement learning and sparse constraints under DoS attacks in cloud environments	11
Reinforcement learning-assisted autoscaling mechanisms for serverless computing platforms	11
Blockchain and deep learning based trust management for Internet of Vehicles	11
Machine learning-Based traffic offloading in fog networks	10
Exploring cost-efficient bundling in a multi-cloud environment	10
Continuous fields: Enhanced in-vehicle anomaly detection using machine learning models	10
Resilient Back Propagation Neural Network Security Model For Containerized Cloud Computing	10
Process mining as support to simulation modeling: A hospital-based case study	10
QoS Performance Enhancement Policy through Combining Fog and SDN	10
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	10
Evaluating the effect of organizational architecture in developing science and technology parks under differing innovation environments	10
Performance analysis and selection of wavelength channels based on the FWM effect influence in optical DWDM systems	10
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	10
Exploiting simulation model potential in investigating handling capacity of Ro-Ro terminals: The case study of Norvik seaport	10
Investigations on the Application of the Downhill-Simplex-Algorithm to the Inverse Determination of Material Model Parameters for FE-Machining Simulations	10
Efficient simulation execution of cellular automata on GPU	10
Mutual prediction learning and mixed viewpoints for unsupervised-domain adaptation person re-identification on blockchain	10

Machine learning-based indoor localization and occupancy estimation using 5G ultra-dense networks	10
Simulation and assessment of battery depletion attacks on unmanned aerial vehicles for crisis management infrastructures	10
A simulation study on the robotic mobile fulfillment system in high-density storage warehouses	10
A novel approach based on heuristics and a neural network to solve a capacitated location routing problem	10
Design and verification of a mobile robot based on the integrated model of cyber-Physical systems	9
Multicriteria scheduling of linear workflows with dynamically varying structure on distributed platforms	9
Fog to cloud and network coded based architecture: Minimizing data download time for smart mobility	9
A wholistic optimization of containerized workflow scheduling and deployment in the cloud–edge environment	9
Fog-Integrated Cloud Architecture enabled multi-attribute combinatorial reverse auctioning framework	9
Dynamic performance testing and implementation for static var compensator controller via hardware-in-the-loop simulation under large-scale power system with real-time simulators	9
CAAVI-RICS model for observing the security of distributed IoT and edge computing systems	9
Research on computing offloading strategy based on Genetic Ant Colony fusion algorithm	9
Performance evaluation of a fog WSN infrastructure for emergency management	9
Dynamic-data-driven agent-based modeling for the prediction of evacuation behavior during hurricanes	9
Clonal selection algorithm based control for two-wheeled self-balancing mobile robot	9
Modelling and simulation of secure energy aware fog sensing systems	9
Spare zone based hierarchical motion coordination for multi-AGV systems	9
Mercury: A modeling, simulation, and optimization framework for data stream-oriented IoT applications	9
Evaluation of bunker size for continuous/discrete flow systems by applying discrete event simulation: A case study in mining	9
A cooperative game based mechanism for autonomous organization and ubiquitous connectivity in VANETs	9
High level architecture-based framework for modeling interdependent critical infrastructure systems	9
Medical exoskeleton “Remotion” with an intelligent control system: Modeling, implementation, and testing	9
Cyber–physical system modeling with Modelica using message passing communication	9
Performance of design options of automated ARIMA model construction for dynamic vehicle GPS location prediction	9
Modeling and analysis of cognitive radio networks with different channel access capabilities of secondary users	9
Hybrid vibration control of an industrial CFRP composite robot-manipulator system based on reduced order model	9
Simulation approaches for multi-state network reliability estimation: Practical applications	9
Meta-model based simulation optimization for automated guided vehicle system under different charging mechanisms	9
Study on surface properties of Ti-6Al-4V titanium alloy by ultrasonic rolling	8
Simulation of deposits effect on cylinder liner and influence on new and worn compression ring of a turbocharged DI engine	8
A simulation model to reduce the fuel consumption through efficient road traffic modelling	8
Data correlation and fuzzy inference system-based data replication in federated cloud systems	8
Comparing the efficiency of the super diverging diamond interchange to other innovative interchanges’	8
Deep learning method based on autoencoder neural network applied to faults detection and diagnosis of photovoltaic system	8
Multi-agent modelling and situational awareness analysis of human-computer interaction in the aircraft cockpit: A case study	8
Tire multiphysical modeling for the analysis of thermal and wear sensitivity on vehicle objective dynamics and racing performances	8
Simulation-based analytics: A systematic literature review	8
Hybrid simulation to support interdependence modeling of a multimodal transportation network	8
Modeling and simulation of vehicle group collaboration behaviors in an on-ramp area with a connected vehicle environment	8
Reconciling interoperability with efficient Verification and Validation within open source simulation environments	8
A cybersecurity assessment framework for virtual operational technology in power system automation	8
Parallel random swap: An efficient and reliable clustering algorithm in Java	8
Interval Type-2 Fuzzy C-Means Data Placement Optimization in Scientific Cloud Workflow applications	8
An intelligent energy efficient storage system for cloud based big data applications	8
Adaptive variable-size virtual clustering for control channel assignment in dynamic access networks: Design and simulations	8
Investigation on mechanical characteristics of non-pneumatic tire with rhombus structure under complex pavement conditions	8
Non-deterministic model validation methodology for simulation-based safety assessment of automated vehicles	8
Opportunistic non-contiguous OFDMA scheduling framework for future B5G/6G cellular networks	8
A simulation optimization approach to investigate resource planning and coordination mechanisms in emergency systems	8
Power allocation technique with soft performance guarantees in hybrid OFDMA–NOMA cognitive radio systems: Modeling and simulation	8
Real-time agent-based crowd simulation with the Reversible Jump Unscented Kalman Filter	7
Towards to intelligent routing for DTN protocols using machine learning techniques	7
Multibody simulation and statistical comparison of the linear and progressive rate double wishbone suspension dynamical behavior	7
An approach of simulating journal bearings-gear pump system including components’ cavitation	7
Microgrid Operational Planning using a Hybrid Neural Network with Resource-aware Scenario Selection	7
Investigation on cutting resistance characteristic of bucket wheel excavator using DEM and DOE methods	7
Intelligent optimization method for the evacuation routes of dense crowds on cruise ships	7
Stackelberg game modeling of cloud security defending strategy in the case of information leaks and corruption	7
WSN node access authentication protocol based on trusted computing	7
Security analysis of distributed ledgers and blockchains through agent-based simulation	7
A p-y model for predicting the lateral nonlinear interaction between pile and soil-rock mixture material based on discrete element modeling	7
Intelligent momentary assisted control for autonomous emergency braking	7
Modeling and analysis of human-machine mixed traffic flow considering the influence of the trust level toward autonomous vehicles	7
A dynamic model for deteriorating products in a closed-loop supply chain	7
Intelligent optimization for automated video surveillance at the edge: A cross-layer approach	7
Performance of peak shaving policies for quay cranes at container terminals with double cycling	7
Fog and cloud collaboration to perform virtual simulation experiments	7
Limitations of current traffic models and strategies to address them	7
Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system	7
Quantitatively assessing the benefits of model-driven development in agent-based modeling and simulation	7
An evolutionary routing protocol for load balancing and QoS enhancement in IoT enabled heterogeneous WSNs	7
Rapid prototyping and performance evaluation of ETSI MEC-based applications	6
Reliability optimization of micro-milling cutting parameters using slime mould sequence algorithm	6
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation	6
Energy management and control strategy of DC microgrid based hybrid storage system	6
Finite element simulation and experimental validation of machining martensitic stainless steel using multi-layered coated carbide tools for industry-relevant outcomes	6
Digital twins in cyber effects modelling of IoT/CPS points of low resilience	6
Advancing the concept of cybersecurity as a public good	6
A Neural Network Approach for Roughness-Dependent Update of Tyre Friction	6
Auto-scaling containerized cloud applications: A workload-driven approach	6
An intelligent edge-enabled distributed multi-task learning architecture for large-scale IoT-based cyber–physical systems	6
Effect of constitutive material model on the finite element simulation of shear localization onset	6
Solving the layout design problem by simulation-optimization approach–A case study on a sortation conveyor system	6
A blockchain-based group formation strategy for optimizing the social reputation capital of an IoT scenario	6
Optimizing vehicle dynamics co-simulation performance by introducing mesoscopic traffic simulation	6
A pricing model for Container-as-a-Service, based on hedonic indices	6
Optimizing mix of heterogeneous buses and chargers in electric bus scheduling problems	6
Rupture of rock with discontinuities under blasting disturbance: Insights from discrete element method modeling	6
Multi-objective optimization for scientific workflow scheduling based on Performance-to-Power Ratio in fog–cloud environments	6
Coordinated global and private job-flow scheduling in grid virtual organizations	6
An improved fault model of wind turbine gear drive under multi-stage cracks	6
Potential for geothermal heat mining by analysis of the numerical simulation parameters in proposing enhanced geothermal system at bongor basin, chad	6
Microservices for autonomous UAV inspection with UAV simulation as a service	6
Response surface methodology calibration for DEM study of the impact of a spherical bit on a rock	6
Effect of rock mass permeability and rock fracture leak-off coefficient on the pore water pressure distribution in a fractured slope	5