OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Simulation Modelling is 3. 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
An Improved Genetic Algorithm for Resource-Constrained Flexible Job-Shop Scheduling	11
A Multi-Objective Genetic Algorithms Approach for Modelling of Order Picking	11
Dynamic Simulation Tool for Planning and Optimisation of Supply Process	10
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
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
Identification of Cutting Chatter through Deep Learning and Classification	8
Multi-Response Optimisation of Turning Process Parameters with GRA and TOPSIS Methods	8
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
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

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
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
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
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
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
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
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
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