OOIR: Observatory of International Research

Papers

(The median citation count of International Journal of Simulation Modelling is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
A Deep Reinforcement Learning Based Solution for Flexible Job Shop Scheduling Problem	39
Performance Differences of Electrical Submersible Pump under Variable Speed Schemes	25
Application of Machine Learning and Rule Scheduling in a Job-Shop Production Control System	22
Multi-Scenario Simulation of Subway Emergency Evacuation Based on Multi-Agent	13
Coupling Properties of Chain Drive System under Various and Eccentric Loads	12
A Multi-Objective Genetic Algorithms Approach for Modelling of Order Picking	11
An Improved Genetic Algorithm for Resource-Constrained Flexible Job-Shop Scheduling	11
Dynamic Simulation Tool for Planning and Optimisation of Supply Process	10
A Novel Simulation-Based Two-Stage Optimization Approach for Nurse Planning	9
Analysis of the Force Response of a Double-Canopy Hydraulic Support under Impact Loads	9
Effect of Vibration on Surface Roughness in Finish Turning: Simulation Study	9
A Hybrid Code Genetic Algorithm for VRP in Public-Private Emergency Collaborations	9
Dynamic Properties of Chain Drive System Considering Multiple Impact Factors	9
E-Commerce Workshop Scheduling Based on Deep Learning and Genetic Algorithm	9
Identification of Cutting Chatter through Deep Learning and Classification	8
Multi-Response Optimisation of Turning Process Parameters with GRA and TOPSIS Methods	8
Vehicle Routing Problem with Soft Time Windows of Cargo Transport O2O Platforms	7
Mechanism of Road Capacity under Different Penetration Scenarios of Autonomous Vehicles	7
Minimizing Total Production Cost in a Hybrid Flow Shop: a Simulation-Optimization Approach	7
Formation Mechanism of an Adherent Vortex in the Side Pump Sump of a Pumping Station	7
Congestion Risk Propagation Model Based on Multi-Layer Time-Varying Network	7
Improved Efficiency of Manufacturing Logistics by Using Computer Simulation	7
Combining Simulation and Data Analytics for OEE Improvement	7
A Method to Synthesize High-Precision Motion Control Systems for Underwater Manipulator	7
Digital Production Control of Manufacturing Workshop Based on Internet of Things	7

Initial Population Influence on Hypervolume Convergence of NSGA-III	6
Rigorous Dynamic Simulation of a Dehydration and Desalting Crude Oil Unit Using Aspen HYSYS®	6
Blockchain-Based Collaborative Management of Job Shop Supply Chain	6
Demand Prediction and Allocation Optimization of Manufacturing Resources	6
Two-Stage Hybrid Flowshop Scheduling Problem with Independent Setup Times	6
Production Management of Hybrid Flow Shop Based on Genetic Algorithm	6
Simulation of Homogeneous Production Processes	6
Numerical Model for Worm Gear Pair Inspection Based on 3D Scanned Data	6
Simulation Based Resource Capacity Planning with Constraints	6
Quick Workplace Analysis Using Simulation	6
Simulation of Aircraft Cabin Evacuation Strategy Based on Exit Flow Equilibrium	6
Simulation Testing of the E-Kanban to Increase the Efficiency of Logistics Processes	5
Selection of Optimal Investment Variant Based on Monte Carlo Simulations	5
Stability of a Face Guard in a Large Mining Height Working Face	5
Manufacturing Capacity Evaluation of Smart Job-Shop Based on Neural Network	5
Aerodynamic Characteristics of the X-Tail Stabilizer in a Hybrid Unmanned Aircraft	5
Effect of Radial Clearance on Ball Bearing’s Dynamics Using a 2-DOF Model	5
Low-Carbon Production Control and Resource Allocation Optimization	5
MRP Systems Considering Fuzzy Capacity, Lead Times and Inventory Availability	5
Simulation Model of Advanced System for Application of Sustainable Fuels	5
Fused Deposition Modelling for 3D Printing of Soft Anthropomorphic Actuators	5
Solving Multi-Robot Picking Problem in Warehouses: a Simulation Approach	5
CFD Simulation on Hydrodynamics of Underwater Vehicle with Ducted Propellers	4
Meso-Scale Simulations of Lightweight Aggregate Concrete under Impact Loading	4
Flow Characteristics of Oil-Guiding Splash Lubrication: Simulation and Experiment Studies	4
Implementation of the Lean Concept and Simulations in SMEs – a Case Study	4
Analysis of Laser Interferometer Measurement Uncertainty by Simulating Error Sources	4
Coupling of ODE and DES Models for Simulation of Air Defence in War-Gaming Experiment	4
Amos-Based Risk Forecast of Manufacturing Supply Chain	4
Importance of Sustainable Collaborative Workplaces – Simulation Modelling Approach	4
Milk Run Testing through Tecnomatix Plant Simulation Software	4
Role of Operator Training Simulators in Hydrocarbon Industry – a Review	4
Influence of Drum Cutting Height on Shearer Cutting Unit Vibration by Co-Simulation Method	4
Kinematic Model of a Logistic Train with a Double Ackermann Steering System	4
Optimization of Multi-Stage Production Scheduling of Automated Production	3
Numerical Simulation of Coarse Particle Two-Phase Flow in Two-Stage Vortex Pump	3
Optimization of the Subassembly Production Process Using Simulation	3
Numerical Model Application to Predict the Sound Quality of an Instrument	3
Data-Driven Robust Model for Container Slot Allocation with Uncertain Demand	3
Flexible Job Shop Scheduling Based on Digital Twin and Improved Bacterial Foraging	3
IoT-Based Distributed Simulation of Industrial Automation Production Line Management	3
Impacts of Connected and Automated Vehicles on Freeway with Increased Speed Limit	3
Simulation Modelling of Pedestrians Influence on the Roundabout Capacity	3
Simulation of Multi-Crane Single and Dual Cycling Strategies in a Container Terminal	3
Cooperative Automatic Control for the Canopy Posture of a Four-Leg Hydraulic Support	3
The NASA-TLX Approach to Understand Workers Workload in Human-Robot Collaboration	3
Optimization of Surface Roughness Based on Turning Parameters and Insert Geometry	3
Selection of the Most Suitable Material Handling System in Production	3
Simulation Project for Logistics of Brazilian Soybean Exportation	3
Business Process Management Model as an Approach to Process Orientation	3

Facilitated Discrete Event Simulation for Industrial Processes: a Critical Analysis	3
Model and Algorithm for the Skill Capacitated VRP with Time Windows in Airports	3
Simulation of Financing Decisions with Behavioural Preferences and Yield Uncertainty	3
Design and Implementation of a DEVS-Based Cyber-Attack Simulator for Cyber Security	2
Impact of Proportional Valves' Differences to Ensure Uniform Motion of Hydraulic Motors	2
Analysis of Different Positional Relationships of Adjacent Double Picks on Cutting Force	2
Simulation and Digital Twins to Support Reverse Logistics Decisions: a Review	2
Simulation Analysis of Robotic Mobile Fulfilment System Based on Cellular Automata	2
Optimization of Unmanned Vehicle Scheduling and Order Allocation	2
Optimization of Flexible Production Logistics under Low Carbon Constraint	2
CAD Model of Rear-View Mirror and Simulation of Its Aerodynamics and Noise	2
Optimisation via Simulation Applied to Reverse Logistics: a Systematic Literature Review	2
A Combined Service Optimization and Production Control Simulation System	2
Design and Analysis of a Vertical Screw Stirring Device for Feeding Dairy Goats	2
Design and Simulation of the Controlled Failure of Custom-Built Rigid Shaft Coupling	2
Multi-Objective Master Production Schedule for Balanced Production of Manufacturers	2
Simulation of Re-Arrangement and Healing in Robotic Compact Bin-Storage System	2
Adaptive Fault Prediction and Maintenance in Production Lines Using Deep Learning	2
A Simulation Approach for Transition to JIT Production System	2
CoDEVS: an Extension of DEVS for Integration of Simulation and Machine Learning	2
Tool Stiffness Calculation in Roll Forming	2
Management Decisions in Multi-Variety Small-Batch Product Manufacturing Process	2
Production Management of Multi-Objective Flexible Job-Shop Based on Improved PSO	2
Modelling of Micro-Turning Process Based on Constant Cutting Force	2
Parametric Optimization of Two Point Incremental Forming Using GRA and TOPSIS	2
The Plastic Zone of Clay under Foundation Load: an Experimental and Numerical Analysis	1
Collaborative Modelling and Simulation for Manufacturing Cost Analysis	1
A Simulation-Based Decision-Making Approach to Evaluate the Returns on Investments	1
Electric Vehicle Charging Station Layout Based on Particle Swarm Simulation	1
Vibration Reduction on Overhead Contact Rails: a Simulation-Optimization Approach	1
Increasing the Production Capacity of Business Processes Using Plant Simulation	1
Modelling Analysis of Coupling Deformation between Strip Steel and Roller System	1
A Robust Method for Identifying the Best and Worst Subsets in Stochastic Simulation	1
Analysis of Pumping Station Inlet Characteristics Based on Vorticity	1
Load Balancing in Polling Systems under Different Policies via Simulation Optimization	1
Modelling and Investigation of a Driver Seat Suspension with Negative Stiffness Structure	1
Simulation Model of Vehicle Emission Reduction Exhaust System	1
Design and Key Process Simulation of a New Type of Pipe Bending Unit	1
Go-Kart Chassis Design Using Finite Element Analysis and Multibody Dynamic Simulation	1
Optimising Waste Management Collaboration Processes Using Hybrid Modelling	1
Optimizing Manufacturing Scheduling with Genetic Algorithm and LSTM Neural Networks	1
Numerical Simulation of Migration Laws of Dense Particle Flow in Pipelines	1
Speeding Up Past Stock Movement Simulation in Sporadic Demand Inventory Control	1
The Efficiency Increase in a Two-Stage Transport System	1
Design and Simulation of a Multi-Specification and Small Flow Flexible Storage Systems	1
Balancing Material Supply-Demand with ARIMA and Neural Networks	1
Analysis of the Influence of Accumulator Configuration on Stable Liquid Supply	1
Synchronisation of Contactless Vibration Monitoring Methods	1
Effects of Fitting Error on the Hydraulic Performance of Bionic Hydrofoils	1
Multi-Robot Path Optimization and Simulation for Multi-Route Inspection in Manufacturing	1
Simulation of Intensive Care Bed Capacity Based on Mixture Distribution	1
A New Model for Optimization of Cell Scheduling Considering Inter-Cell Movement	1
Simulation-Based Modelling of the Impact of Ridesharing on Urban System	1
Optimal Computing Budget Allocation for Operations of a Zone-Picking System	1
Simulation of Corrosion in the Riveted Zone of Aluminium-Based Skin	1
Simulation Study of Impact of Capacity Reservation Threshold on Order Fulfilment	1
Optimization and Simulation of Garment Production Line Balance Based on Improved GA	1
Simulation of Impact of Resource Competition on Shared Resource Utilisation	1
A Simulation Method for Rail Transit Sign Optimization	1
Simulation of Guided Crowd Evacuation Scheme of High-Speed Train Carriage	1
Support of Scheduling of Multiproduct Pipeline Systems Using Simulation in Witness	1
Shear Lag Effect Study of a Composite Girder Cable-Stayed Bridge During Construction	1
A Simulation Study on Supply Chain Financing Strategy of Manufacturing Firms	1
A Performance Study on Structural Parameters of Centre-Axle-Trailer Combinations	1
Simulation Based Performance Improvement: a Case Study on Automotive Industries	1
FEA Approach for Predicting the Dynamic Behaviour of Cork-Rubber Composites	1
Production Management and Control Based on Ant Colony Optimization and Neural Network	1
Shape Change Simulation Analysis of Wheel Steel in a Four-High Hot Rolling Mill	1
Simulation-Based Mould Design, Life Prediction and Reliability Assessment of a Valve Body	1
Post-Buckling Optimisation of Composite Structures Using a Firefly Algorithm	1