Title Advances in manufacturing III. Volume 2, Production engineering: Research and technology innovations, Industry 4.0 / Justyna Trojanowska, Agnieszka Kujawinska, Jose Machado, Ivan Pavlenko, editors

Published Cham : Springer, [2022] ©2022

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Description 1 online resource : illustrations (chiefly color) Series Lecture notes in mechanical engineering, 2195-4364 Lecture notes in mechanical engineering. 2195-4364 Contents 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 Summary This book reports on cutting-edge research and technology aimed at increasing the efficiency of production processes and to foster the implementation of Industry 4.0 solutions in manufacturing. Gathering peer-review contributions to the 7th International Scientific Technical Conference MANUFACTURING 2022, held in Poznan, Poland on May 16-19, 2022, it describes advanced engineering methods to optimize different stages and aspects of the production process, including product design, production scheduling, equipment maintenance and safety. It discusses the applications of augmented/virtual and mixed reality within the manufacturing industry and for education and training purposes, and highlights cutting-edge solutions for green and sustainable production. Offering a timely, practice-oriented reference guide for both researchers and practitioners in manufacturing, this book is also intended to contribute bridging the gap between university and industry, fostering a closer communication and cooperation between them. Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed April 5, 2022) Subject Manufacturing processes -- Technological innovations -- Congresses Production engineering -- Congresses Industry 4.0 -- Congresses Industry 4.0 Manufacturing processes -- Technological innovations Production engineering Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Trojanowska, Justyna, editor Kujawińska, Agnieszka, editor Machado, José Manuel, editor. Pavlenko, Ivan (Professor of mechanical engineering), editor. ISBN 9783030993108 3030993108

Other Titles Production engineering: Research and technology innovations, Industry 4.0

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