Simulation Modelling Practice and Theory

Article	Citations
Simulation-optimization methods for designing and assessing resilient supply chain networks under uncertainty scenarios: A review	80
Hybrid recommendation system combined content-based filtering and collaborative prediction using artificial neural network	78
Metamodel-based simulation optimization: A systematic literature review	69
Numerical and experimental investigation of tool geometry effect on residual stresses in orthogonal machining of Inconel 718	66
A novel energy-aware resource management technique using joint VM and container consolidation approach for green computing in cloud data centers	63
Cloud computing simulators: A comprehensive review	61
Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions	51
Machining simulation of Ti6Al4V using coupled Eulerian-Lagrangian approach and a constitutive model considering the state of stress	48
Medical image segmentation method based on multi-feature interaction and fusion over cloud computing	45
Malicious mining code detection based on ensemble learning in cloud computing environment	41
Simulation of pedestrian evacuation in stampedes based on a cellular automaton model	38
Simulation model and performance evaluation of battery-powered AGV systems in automated container terminals	37
How to pick a mobile robot simulator: A quantitative comparison of CoppeliaSim, Gazebo, MORSE and Webots with a focus on accuracy of motion	37
Optimization of Milling Aluminum Alloy 6061-T6 using Modified Johnson-Cook Model	37
An extreme value theory based approach for calibration of microsimulation models for safety analysis	35
A robust methodology for optimizing the topology and the learning parameters of an ANN for accurate predictions of laser-cut edges surface roughness	35
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	34
A fault diagnosis method of bearings based on deep transfer learning	31
Calibration of the 5G-LENA system level simulator in 3GPP reference scenarios	31
Energy-aware workflow task scheduling in clouds with virtual machine consolidation using discrete water wave optimization	30
Structural Analysis of System Dynamics Models	30
Multi-objective fuzzy approach to scheduling and offloading workflow tasks in Fog–Cloud computing	30
A scheduling-based dynamic fog computing framework for augmenting resource utilization	30
A modified social force model for high-density through bicycle flow at mixed-traffic intersections	29
Numerical prediction of microstructure and hardness for low carbon steel wire Arc additive manufacturing components	29

Distributed optimization of energy profiles to improve photovoltaic self-consumption on a local energy community	28
Hierarchical planning for multiple AGVs in warehouse based on global vision	28
Experiment and simulation study on influence of ultrasonic rolling parameters on residual stress of Ti-6Al-4V alloy	28
Simulation of vehicle body spot weld failures due to fatigue by considering road roughness and vehicle velocity	28
Intelligent recommender system based on unsupervised machine learning and demographic attributes	28
Trajectory tracking control of steer-by-wire autonomous ground vehicle considering the complete failure of vehicle steering motor	27
Numerical simulation of rock mass blasting using particle flow code and particle expansion loading algorithm	27
Microstrip patch antenna design, simulation and fabrication for 5G applications	26
Modeling a pre-hospital emergency medical service using hybrid simulation and a machine learning approach	26
Tire multiphysical modeling for the analysis of thermal and wear sensitivity on vehicle objective dynamics and racing performances	25
RAFL: A hybrid metaheuristic based resource allocation framework for load balancing in cloud computing environment	25
A simulation analysis for lubricating characteristics of an oil-jet lubricated ball bearing	25
Numerical investigation of sequential cuts residual stress considering tool edge radius in machining of AISI 304 stainless steel	25
Development and analysis of priority decision rules using MCDM approach for a flexible job shop scheduling: A simulation study	24
Distributed no-wait flow shop problem with sequence dependent setup time: Optimization of makespan and maximum tardiness	24
An improved adaptable step-size P&O MPPT approach for standalone photovoltaic systems with battery station	23
Parallel Theatre: An actor framework in Java for high performance computing	23
Population downscaling in multi-agent transportation simulations: A review and case study	23
Transitioning to a driverless city: Evaluating a hybrid system for autonomous and non-autonomous vehicles	23
Evacuation simulation of a high-rise teaching building considering the influence of obstacles	23
Sampling Rate Prediction of Biosensors in Wireless Body Area Networks using Deep-Learning Methods	23
Modelling and simulation of AdDoKu based reconfiguration technique to harvest maximum power from photovoltaic array under partial shading conditions	23
Using discrete-event simulation to compare congestion management initiatives at a port terminal	23
Cost and makespan aware workflow scheduling in IaaS clouds using hybrid spider monkey optimization	23
A real-time path planning for reducing vehicles traveling time in cooperative-intelligent transportation systems	23
Artificial intelligence foundation and pre-trained models: Fundamentals, applications, opportunities, and social impacts	22
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means	22
Modeling the effect of the badges gamification mechanism on personality traits of Stack Overflow users	21
Deep residual networks-based intelligent fault diagnosis method of planetary gearboxes in cloud environments	21
A hybrid MCDM framework and simulation analysis for the assessment of worst polluted cities	21
Reinforcement learning-assisted autoscaling mechanisms for serverless computing platforms	21
Deep learning method based on autoencoder neural network applied to faults detection and diagnosis of photovoltaic system	21
Finite element simulation of drilling operation and theoretical analysis of drill stresses with the deform-3D	20
A simulation and control framework for AGV based transport systems	20
A comprehensive comparison study of four classical car-following models based on the large-scale naturalistic driving experiment	20
Extending ADR mechanism for LoRa enabled mobile end-devices	20
Simulation of a pediatric hospital in evacuation considering groups	20
CGP: Cluster-based gossip protocol for dynamic resource environment in cloud	20
Study on surface properties of Ti-6Al-4V titanium alloy by ultrasonic rolling	20
Simulation of competitive and cooperative egress movements on the crowd emergency evacuation	20
Optimizing multi-VM migration by allocating transfer and compression rate using Geometric Programming	19
Vico: An entity-component-system based co-simulation framework	19
Additive manufacturing integration in E-commerce supply chain network to improve resilience and competitiveness	19
Blockchain and deep learning based trust management for Internet of Vehicles	19
A reliable multipath routing protocol based on link quality and stability for MANETs in urban areas	19
IoUT: Modelling and simulation of Edge-Drone-based Software-Defined smart Internet of Underwater Things	18
AutoScaleSim: A simulation toolkit for auto-scaling Web applications in clouds	18
Modelling and simulation of a new cooperative algorithm for UAV swarm coordination in mobile RF target tracking	18
Closed-loop platoon simulation with cooperative intelligent transportation systems based on vehicle-to-X communication	18
Impact of connected and autonomous vehicles on traffic efficiency and safety of an on-ramp	17

Resilient Back Propagation Neural Network Security Model For Containerized Cloud Computing	17
Optimizing total passenger waiting time in an urban rail network: A passenger flow guidance strategy based on a multi-agent simulation approach	17
Probabilistic inference-based modeling for sustainable environmental systems under hybrid cloud infrastructure	17
From the edge to the cloud: A continuous delivery and preparation model for processing big IoT data	17
Simulating a transition to autonomous mobility	17
Impacts of Automated Mobility-on-Demand on traffic dynamics, energy and emissions: A case study of Singapore	17
Evacuation Optimization of a Typical Multi-exit Subway Station: Overall partition and local railing	17
Digital twins in cyber effects modelling of IoT/CPS points of low resilience	17
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
On the estimation of the windage power losses of spiral bevel gears: An analytical model and CFD investigation	16
An Improved Gateway-Based Energy-Aware Multi-Hop Routing Protocol for Enhancing Lifetime and Throughput in Heterogeneous WSNs	16
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation	16
Machine learning-based indoor localization and occupancy estimation using 5G ultra-dense networks	16
Numerical study on abrasive machining of rock using FDEM method	16
A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system	16
A boarding model for heterogeneous passengers on the platform of high-speed railway station	15
A simulation framework for optimizing bike rebalancing and maintenance in large-scale bike-sharing systems	15
A computing resources prediction approach based on ensemble learning for complex system simulation in cloud environment	15
Modeling and simulation of a novel secure quantum key distribution (SQKD) for ensuring data security in cloud environment	15
An obstacle avoidance approach for UAV path planning	15
Efficient simulation execution of cellular automata on GPU	14
Modelling and simulation of an integrated human-vehicle system with non-linear cushion contact force	14
Microservices for autonomous UAV inspection with UAV simulation as a service	14
Investigations on the Application of the Downhill-Simplex-Algorithm to the Inverse Determination of Material Model Parameters for FE-Machining Simulations	14
QoS Performance Enhancement Policy through Combining Fog and SDN	14
HEPGA: A new effective hybrid algorithm for scientific workflow scheduling in cloud computing environment	14
Learning automata and reservation based secure smart parking system: Methodology and simulation analysis	14
A simulation study on the robotic mobile fulfillment system in high-density storage warehouses	14
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	14
Modeling and simulation of urban air quality with a 2-phase assessment technique	14
Improved model and simulation tool for dynamic SOH estimation and life prediction of batteries used in PV systems	14
Research on computing offloading strategy based on Genetic Ant Colony fusion algorithm	14
Simulation of thermo-hydrodynamic behavior of journal bearings, lubricating with commercial oils of different performance	14
Designing a stochastic multi-objective simulation-based optimization model for sales and operations planning in built-to-order environment with uncertain distant outsourcing	14
Cyber–physical system modeling with Modelica using message passing communication	13
Simulation and assessment of battery depletion attacks on unmanned aerial vehicles for crisis management infrastructures	13
Drilling of biocomposite materials: Modelling and experimental validation	13
Process mining as support to simulation modeling: A hospital-based case study	13
Performance of peak shaving policies for quay cranes at container terminals with double cycling	13
Optimizing mix of heterogeneous buses and chargers in electric bus scheduling problems	13
Modeling and analysis of human-machine mixed traffic flow considering the influence of the trust level toward autonomous vehicles	12
Multi-objective optimization for scientific workflow scheduling based on Performance-to-Power Ratio in fog–cloud environments	12
Exploring cost-efficient bundling in a multi-cloud environment	12
Intelligent momentary assisted control for autonomous emergency braking	12
Exploiting simulation model potential in investigating handling capacity of Ro-Ro terminals: The case study of Norvik seaport	12
A wholistic optimization of containerized workflow scheduling and deployment in the cloud–edge environment	12
VTOL UAV digital twin for take-off, hovering and landing in different wind conditions	12
Co-simulation for buildings and smart energy systems — A taxonomic review	12
High level architecture-based framework for modeling interdependent critical infrastructure systems	12
Clonal selection algorithm based control for two-wheeled self-balancing mobile robot	12
An intelligent edge-enabled distributed multi-task learning architecture for large-scale IoT-based cyber–physical systems	12
Dynamic-data-driven agent-based modeling for the prediction of evacuation behavior during hurricanes	12
Mutual prediction learning and mixed viewpoints for unsupervised-domain adaptation person re-identification on blockchain	12
Multicriteria scheduling of linear workflows with dynamically varying structure on distributed platforms	12
An agent-based approach for modeling and simulation of human resource management as a complex system: Management strategy evaluation	11
Modeling of urban road network traffic carrying capacity based on equivalent traffic flow	11
WSN node access authentication protocol based on trusted computing	11
Multibody simulation and statistical comparison of the linear and progressive rate double wishbone suspension dynamical behavior	11
Medical exoskeleton “Remotion” with an intelligent control system: Modeling, implementation, and testing	11
An evolutionary routing protocol for load balancing and QoS enhancement in IoT enabled heterogeneous WSNs	11
Spare zone based hierarchical motion coordination for multi-AGV systems	11
A simulation optimization approach to investigate resource planning and coordination mechanisms in emergency systems	11
Performance analysis and selection of wavelength channels based on the FWM effect influence in optical DWDM systems	11
Power system structure optimization based on reinforcement learning and sparse constraints under DoS attacks in cloud environments	11
Continuous fields: Enhanced in-vehicle anomaly detection using machine learning models	11
Design and verification of a mobile robot based on the integrated model of cyber-Physical systems	11
Advancing the concept of cybersecurity as a public good	11
Reliability optimization of micro-milling cutting parameters using slime mould sequence algorithm	11
Authentication methods for internet of vehicles based on trusted connection architecture	11
Simulation-based analytics: A systematic literature review	11
Potential for geothermal heat mining by analysis of the numerical simulation parameters in proposing enhanced geothermal system at bongor basin, chad	11
Optimizing vehicle dynamics co-simulation performance by introducing mesoscopic traffic simulation	11
Investigation on mechanical characteristics of non-pneumatic tire with rhombus structure under complex pavement conditions	11
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	11
Meta-model based simulation optimization for automated guided vehicle system under different charging mechanisms	11
Integration of machine learning and simulation for dynamic rescheduling in truck appointment systems	10
Simulation of deposits effect on cylinder liner and influence on new and worn compression ring of a turbocharged DI engine	10
Building the road network for city-scale active transport simulation models	10
Hybrid vibration control of an industrial CFRP composite robot-manipulator system based on reduced order model	10

Simulation approaches for multi-state network reliability estimation: Practical applications	10
Power allocation technique with soft performance guarantees in hybrid OFDMA–NOMA cognitive radio systems: Modeling and simulation	10
An improved fault model of wind turbine gear drive under multi-stage cracks	10
Fog-Integrated Cloud Architecture enabled multi-attribute combinatorial reverse auctioning framework	10
A cybersecurity assessment framework for virtual operational technology in power system automation	10
Intelligent optimization method for the evacuation routes of dense crowds on cruise ships	10
Design and finite element analysis of a variable cross-section cutter ring	10
Multi-agent modelling and situational awareness analysis of human-computer interaction in the aircraft cockpit: A case study	10
Solving the layout design problem by simulation-optimization approach–A case study on a sortation conveyor system	10
Reconciling interoperability with efficient Verification and Validation within open source simulation environments	10
Response surface methodology calibration for DEM study of the impact of a spherical bit on a rock	10
A cooperative game based mechanism for autonomous organization and ubiquitous connectivity in VANETs	10
Parallel random swap: An efficient and reliable clustering algorithm in Java	9
Injection parameter design to improve the high-speed gear heat dissipation: CFD simulation and regression orthogonal experiment	9
Investigation on cutting resistance characteristic of bucket wheel excavator using DEM and DOE methods	9
Limitations of current traffic models and strategies to address them	9
Evaluation of bunker size for continuous/discrete flow systems by applying discrete event simulation: A case study in mining	9
Rapid prototyping and performance evaluation of ETSI MEC-based applications	9
Hybrid simulation to support interdependence modeling of a multimodal transportation network	9
A simulation model to reduce the fuel consumption through efficient road traffic modelling	9
Interval Type-2 Fuzzy C-Means Data Placement Optimization in Scientific Cloud Workflow applications	9
A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation	9
Performance evaluation of a fog WSN infrastructure for emergency management	9
Optimization of shot peening parameters for AA7B50-T7751 using response surface methodology	9
Performance of design options of automated ARIMA model construction for dynamic vehicle GPS location prediction	9
Finite element simulation and experimental validation of machining martensitic stainless steel using multi-layered coated carbide tools for industry-relevant outcomes	9
Rupture of rock with discontinuities under blasting disturbance: Insights from discrete element method modeling	9
Security analysis of distributed ledgers and blockchains through agent-based simulation	9
Energy management and control strategy of DC microgrid based hybrid storage system	9
Towards to intelligent routing for DTN protocols using machine learning techniques	9
Modeling and simulation of vehicle group collaboration behaviors in an on-ramp area with a connected vehicle environment	9
System analysis of QoS schedulers for XR traffic in 5G NR	9
Non-deterministic model validation methodology for simulation-based safety assessment of automated vehicles	9
CAAVI-RICS model for observing the security of distributed IoT and edge computing systems	9
Simulation-based time-efficient and energy-efficient performance analysis of an overhead robotic compact storage and retrieval system	9
Evaluation of operation cost and energy consumption of ports: comparative study on different container terminal layouts	9
Effect of rock mass permeability and rock fracture leak-off coefficient on the pore water pressure distribution in a fractured slope	8
A dynamic model for deteriorating products in a closed-loop supply chain	8
Comprehensive review and future research agenda on discrete-event simulation and agent-based simulation of emergency departments	8
An intelligent energy efficient storage system for cloud based big data applications	8
An approach of simulating journal bearings-gear pump system including components’ cavitation	8
Data correlation and fuzzy inference system-based data replication in federated cloud systems	8
A Neural Network Approach for Roughness-Dependent Update of Tyre Friction	8
Real-time agent-based crowd simulation with the Reversible Jump Unscented Kalman Filter	8
An efficient multi-agent approach to order picking and robot scheduling in a robotic mobile fulfillment system	8
Adaptive variable-size virtual clustering for control channel assignment in dynamic access networks: Design and simulations	8
Comparing the efficiency of the super diverging diamond interchange to other innovative interchanges’	8
Opportunistic non-contiguous OFDMA scheduling framework for future B5G/6G cellular networks	8
First investigation on CZTS electron affinity and thickness optimization using SILVACO-Atlas 2D simulation	8
Hydrocephalus classification in brain computed tomography medical images using deep learning	8
Flexible architecture for deployment of edge computing applications	8
Intelligent optimization for automated video surveillance at the edge: A cross-layer approach	7
A multi-level simulation-based optimization framework for IoT-enabled elderly care systems	7
Microgrid Operational Planning using a Hybrid Neural Network with Resource-aware Scenario Selection	7
Evaluation of the roll elastic deformation and thermal expansion effects on the dimensional precision of flat ring rolling products: A numerical investigation	7
An Efficient Trust Management using Feedback Credibility Evaluation Method in Fog Computing	7
Fast and efficient simulation of the dynamical response of coaxial magnetic gears through direct analytical torque modelling	7
Simulation system for collisions and two-way coupling of non-Newtonian fluids and solids	7
A process-aware approach for blockchain-based verification of academic qualifications	7
A review of multilevel modeling and simulation for human mobility and behavior	7
An agent-based simulation framework for developing the optimal rescue plan for older adults during the emergency evacuation	7
Quantitatively assessing the benefits of model-driven development in agent-based modeling and simulation	7
Towards a control-as-a-service architecture for smart environments	7
Four-legged hunter (FLH) robot: design and shooting control to moving targets with SMC	7
Digital Twin of the laser-DED process based on a multiscale approach	7
Deadline-constrained cost-aware workflow scheduling in hybrid cloud	7
A multi-agent simulator for generating novelty in monopoly	7
Room evacuation in the presence of obstacles using an agent-based model with turning behavior	7
A Stackelberg game scheme for pricing and task offloading based on idle node-assisted edge computational model	7
A pricing model for Container-as-a-Service, based on hedonic indices	7
Energy-efficient IoT routing based on a new optimizer	7
Modelling and simulation for cost optimization and performance analysis of transactional applications in hybrid clouds	7
Coordinated global and private job-flow scheduling in grid virtual organizations	6
Geospatial complex event processing in smart city applications	6
Quality of service management method in а heterogeneous wireless network using Big Data technology аnd mobile QoE application	6
Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly	6
Multiphysics numerical modelling of backward flow forming process of AISI 5140 steel	6
An efficient many-objective optimization algorithm for computation offloading in heterogeneous vehicular edge computing network	6
Motion analysis of the fire-fighting robot and trajectory correction strategy	6
A platform for automating battery-driven batch benchmarking and profiling of Android-based mobile devices	6
Effect of constitutive material model on the finite element simulation of shear localization onset	6
Modeling adaptive security-aware task allocation in mobile cloud computing	6
As-built FE thermal analysis for complex curved structures in automated fiber placement	6
Enhanced efficient outlier detection and classification approach for WSNs	6
Reliability and availability prediction of embedded systems based on environment modeling and simulation	6
A dynamic simulation approach to support operational decision-making in underground mining	6
Auto-scaling containerized cloud applications: A workload-driven approach	6
A framework proposal for machine learning-driven agent-based models through a case study analysis	6
Coupling dynamic model of vehicle-wheel-ground for all-terrain distributed driving unmanned ground vehicle	6
Numerical optimization of baffle configuration in header of heat exchanger using sequential approximate optimization	6
A blockchain-based group formation strategy for optimizing the social reputation capital of an IoT scenario	6
Graph-based convolution feature aggregation for retinal vessel segmentation	6
Graph theory-based simulation tools for protein structure networks	6
Towards simulating the constraint-based nature-inspired smart scheduling in energy intelligent buildings	6
Integration of CFD simulated abrasive waterjet flow dynamics with the material removal model for kerf geometry prediction in overlapped erosion on Ti-6Al-4V alloy	6