OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Simulation Modelling is 4. 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 2020-05-01 to 2024-05-01.)

Article	Citations
A Deep Reinforcement Learning Based Solution for Flexible Job Shop Scheduling Problem	26
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	21
Production Efficiency Evaluation and Products' Quality Improvement Using Simulation	17
Material Flow Optimization through E-Kanban System Simulation	17
Game-Based Workshops for the Wood Supply Chain to Facilitate Knowledge Transfer	15
Simulation Optimization for the Inventory Management of Healthcare Supplies	14
Coupling Properties of Chain Drive System under Various and Eccentric Loads	12
Batch Size Optimization of Multi-Stage Flow Lines in Terms of Mass Customization	12
Multi-Objective Energy-Saving Job-Shop Scheduling Based on Improved NSGA-II	12
Multi-Scenario Simulation of Subway Emergency Evacuation Based on Multi-Agent	11
Dynamic Simulation Tool for Planning and Optimisation of Supply Process	10
Dynamic Properties of Chain Drive System Considering Multiple Impact Factors	9
Effect of Vibration on Surface Roughness in Finish Turning: Simulation Study	9
E-Commerce Workshop Scheduling Based on Deep Learning and Genetic Algorithm	9
A Multi-Objective Genetic Algorithms Approach for Modelling of Order Picking	8
Analysis of the Force Response of a Double-Canopy Hydraulic Support under Impact Loads	8
Identification of Cutting Chatter through Deep Learning and Classification	8
An Improved Genetic Algorithm for Resource-Constrained Flexible Job-Shop Scheduling	8
A Hybrid Code Genetic Algorithm for VRP in Public-Private Emergency Collaborations	7
Digital Production Control of Manufacturing Workshop Based on Internet of Things	7
Integrating Inventory and Transport Capacity Planning in a Food Supply Chain	7
Vehicle Routing Problem with Soft Time Windows of Cargo Transport O2O Platforms	6
Demand Prediction and Allocation Optimization of Manufacturing Resources	6
Congestion Risk Propagation Model Based on Multi-Layer Time-Varying Network	6

Improved Efficiency of Manufacturing Logistics by Using Computer Simulation	6
Multi-Response Optimisation of Turning Process Parameters with GRA and TOPSIS Methods	6
Blockchain-Based Collaborative Management of Job Shop Supply Chain	6
A Novel Simulation-Based Two-Stage Optimization Approach for Nurse Planning	6
Minimizing Total Production Cost in a Hybrid Flow Shop: a Simulation-Optimization Approach	6
Two-Stage Hybrid Flowshop Scheduling Problem with Independent Setup Times	6
Simulation Based Resource Capacity Planning with Constraints	6
Formation Mechanism of an Adherent Vortex in the Side Pump Sump of a Pumping Station	6
A Method to Synthesize High-Precision Motion Control Systems for Underwater Manipulator	6
Attitude Adjustment of Backfilling Support Based on Mechanical-Hydraulic Co-Simulation	6
A Discrete Job-Shop Scheduling Algorithm Based on Improved Genetic Algorithm	6
Production Management of Hybrid Flow Shop Based on Genetic Algorithm	5
MRP Systems Considering Fuzzy Capacity, Lead Times and Inventory Availability	5
Cavitation Simulation of Centrifugal Pump with Different Inlet Attack Angles	5
Selection of Optimal Investment Variant Based on Monte Carlo Simulations	5
Initial Population Influence on Hypervolume Convergence of NSGA-III	5
Quick Workplace Analysis Using Simulation	5
Usage of Dynamic Simulation in Pressing Shop Production System Design	5
Simulation Model of Advanced System for Application of Sustainable Fuels	5
Mechanism of Road Capacity under Different Penetration Scenarios of Autonomous Vehicles	5
Low-Carbon Production Control and Resource Allocation Optimization	5
Simulation of Cost Driven Value Stream Mapping	5
Reflux Problem Analysis and Structure Optimization of the Spiral Grooved-Wheel Fertilizer Apparatus	5
Simulation Testing of the E-Kanban to Increase the Efficiency of Logistics Processes	5
FEM-Based Modelling of Elastic Properties and Anisotropic Sinter Shrinkage of Metal EAM	5
Stability of a Face Guard in a Large Mining Height Working Face	5
Coupling of ODE and DES Models for Simulation of Air Defence in War-Gaming Experiment	4
Manufacturing Capacity Evaluation of Smart Job-Shop Based on Neural Network	4
Discrete Event-Based Railway Simulation Model for Eco-Efficiency Evaluation	4
Combining Simulation and Data Analytics for OEE Improvement	4
Effect of Radial Clearance on Ball Bearing’s Dynamics Using a 2-DOF Model	4
Kinematic Model of a Logistic Train with a Double Ackermann Steering System	4
Construction and Simulation of Multi-Objective Rescheduling Model Based on PSO	4
Analysis of Laser Interferometer Measurement Uncertainty by Simulating Error Sources	4
Milk Run Testing through Tecnomatix Plant Simulation Software	4
Amos-Based Risk Forecast of Manufacturing Supply Chain	4
Flow Characteristics of Oil-Guiding Splash Lubrication: Simulation and Experiment Studies	4
Numerical Model for Worm Gear Pair Inspection Based on 3D Scanned Data	4
Mathematical Modelling and Simulation of a Novel Hydraulic Variable Valve Timing System	4
Rigorous Dynamic Simulation of a Dehydration and Desalting Crude Oil Unit Using Aspen HYSYS®	4
Role of Operator Training Simulators in Hydrocarbon Industry – a Review	4
Blocking Flow Shop Scheduling Based on Hybrid Ant Colony Optimization	4
Simulation of Homogeneous Production Processes	4
Influence of Drum Cutting Height on Shearer Cutting Unit Vibration by Co-Simulation Method	4
Fused Deposition Modelling for 3D Printing of Soft Anthropomorphic Actuators	4
Implementation of the Lean Concept and Simulations in SMEs – a Case Study	4
Solving Multi-Robot Picking Problem in Warehouses: a Simulation Approach	4