Intro
Preface
Organization
Steering Committee
General Chair
Chairs
Scientific Committee
Program Committee
Special Sessions
Manufacturing and Management Approaches and Tools for Companies in Era of Digitalization
Sec8
Sec9
Sec10
Sec11
Sec12
Sec13
Sec14
Sec15
Sec16
Contents
Production Engineering
Modeling Production Systems as Modular Systems: A Petri Nets Based Approach
1 Introduction
2 Literature Review
2.1 Petri Nets
2.2 Modular Petri Nets
3 Modular Petri Nets
3.1 MPN = Petri Modules + Inter-modular Connectors

4 Application Example: A Production Systems with AGVs
4.1 Petri Net Model (Monolithic Model)
4.2 Modular Petri Net Model
5 Conclusion
References
Solving Scheduling Problems in Case of Multi-objective Production Using Heuristic Optimization
1 Introduction
2 Case Study
2.1 Decision Making Problem
2.2 Basic Example
2.3 Parameters, Technical Approach and Details
3 Optimization Methods
3.1 Selected Algorithms
4 Results Obtained
5 Conclusion
References
Robust Adversarial Reinforcement Learning for Optimal Assembly Sequence Definition in a Cobot Workcell

1 Introduction
2 Human-Robot Cooperative Assembly Definition Through RL
3 Reinforcement Learning-Based Human-Robot Cooperative Assembly Framework
3.1 Adversarial RL for Cooperative Assembly
3.2 Environment (MDP and GridWorld)
3.3 Actor-Critic Agents' Network
4 Results and Discussions
5 Conclusions
References
Designing an Automated Assembly Workplace in a Simulation Environment
1 Introduction
1.1 Simulation
1.2 Simulation in Assembly System Automation
2 Methodology
2.1 Manual Assembly Process

2.2 Assessment of Task Potential for Human-Robot Collaboration
2.3 Modelling Assembly Workplace in a Simulation Environment
3 Results
4 Conclusion
References
Integrating the Assessment of Sustainability and an ERP System in Small and Medium Manufacturing Enterprise
A Case Study
1 Introduction
2 Materials and Methods
3 A Case Study
4 Discussion and Conclusions
References
Comparative Analysis of the Environmental Assessment of an Exemplary Product in Selected IT Tools
1 Introduction
2 Product Life Cycle
3 Environmental Assessment of the Product Life Cycle

4 Environmental Product Assessment in Selected Tools
4.1 Research Methodology
4.2 Product Being Analyzed
4.3 Analysis in Eco Materials Adviser
4.4 Analysis in SolidWorks Sustainability
5 Conclusions
References
The Environmental Analysis of a Product Manufactured with the Use of an Additive Technology
1 Introduction
2 Sustainable Manufacturing vs Additive Technologies
3 Life Cycle Assessment (LCA)
4 Software Tools Supporting Environmental Analysis
5 Environmental Analysis of a Product Manufactured in an Additive Technology
5.1 Methodology of the Study