Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems IFIP WG 5. 7 International Conference, APMS 2021, Nantes, France, September 5-9, 2021, Proceedings, Part V

• Main Authors: Dolgui, Alexandre, Bernard, Alain, Lemoine, David, von Cieminski, Gregor, Romero, David
• Format: eBook
• Language: English
• Published: Cham Springer International Publishing AG 2021
• Edition: 1
• Subjects: Artificial intelligence-Industrial applications-Congresses; Business logistics-Data processing-Congresses; Production management-Data processing-Congresses
• ISBN: 3030859134; 9783030859138

The five-volume set IFIP AICT 630, 631, 632, 633, and 634 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2021, held in Nantes, France, in September 2021.* The 378 papers presented were carefully reviewed and selecte...

Table of Contents:

• 4.1 The FESTO MPS System -- 4.2 General System's Architecture -- 4.3 The ARISA NEST Platform for Softbots -- 4.4 The Use Cases -- 5 Conclusions -- Acknowledgements -- References -- New Approaches for Routing Problem Solving -- The Implementation of Eulerian Coverings of a Graph for Solving Routing Problems -- 1 Introduction -- 2 Constructing the Permissible Path Between Two Vertices -- 3 Algorithm for Constructing the Permissible Eulerian Chain -- 4 Eulerian Cover of a Graph by Permissible Chains -- 5 Example -- 6 Conclusion -- References -- An Exact Method for a Green Vehicle Routing Problem with Traffic Congestion -- 1 Introduction -- 2 Problem Description and Formulation -- 2.1 Problem Description -- 2.2 Modeling Time-Dependent Travel Time and Carbon Emissions -- 3 Branch-and-Price Algorithm -- 3.1 Set-Partitioning Formulation -- 3.2 Branching and Node Selection Strategy -- 3.3 The Pricing Problem -- 4 Numerical Experiments -- 5 Conclusion and Future Research -- References -- Investigating Alternative Routes for Employee Shuttle Services Arising in a Textile Company: A Comparative Study -- Abstract -- 1 Introduction -- 2 Methodologies -- 2.1 Capacitated Vehicle Routing Problem -- 2.2 Capacitated P-median Approach -- 2.3 Capacitated K-means Approach -- 3 Case Study and Results -- 4 Conclusion -- References -- Two Variants of Bi-objective Vehicle Routing Problem in Home (Health)-Care Fields -- Abstract -- 1 Introduction -- 2 Problem Description and Literature Review -- 2.1 Problem Description -- 2.2 Literature Review -- 3 Modelization and Experimental Results -- 3.1 Modelization -- 3.2 Experimental Results -- 4 Conclusion -- References -- Inventory Routing Problem with Transshipment and Substitution for Blood Products Using the Case of the Belgian Blood Distribution -- Abstract -- 1 Introduction -- 2 Problem Description and Assumptions
• Crossdock and Transportation Issues -- Berth Allocate Problem with Multi-entry Considering Marine Fish Freshness -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 Mathematic Model -- 3.1 The Assumptions -- 3.2 The Mathematical Formulation for the Model -- 4 Experimental Results and Analysis -- 5 Conclusion and Future Research -- Acknowledgements -- References -- Cross-Dock Location: An Airbus Helicopters Case Study -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Airbus Case Study -- 3.1 Current Supply Chain -- 3.2 Delivery Methods and Transportation Modes -- 3.3 Current Supply Chain Total Cost -- 3.4 Cross-Dock Location Model for AH -- 4 Analysis of the Airbus Case Study -- 5 Sensitivity Analysis -- 6 Conclusions -- References -- A Hierarchical Network Approach for Long-Haul Parcel Transportation -- 1 Introduction -- 1.1 Background and Previous Works -- 1.2 Contributions -- 2 Problem Description -- 2.1 Application Framework and Optimization Problem -- 2.2 MILP Formulation -- 3 Hierarchical Algorithm with Aggregate Demands -- 4 Numerical Experiments and Results Analysis -- 5 Conclusion -- References -- Assessment of MaaS (Mobility as a Service) Apps in Metropolitian Area of São Paulo, Brazil -- 1 Introduction -- 2 Methodology -- 2.1 Survey -- 2.2 Validation and Survey Application -- 3 Results -- 3.1 Sample Characterization -- 3.2 Descriptive Statistics -- 3.3 MaaS Adoption -- 3.4 Factor Analysis -- 4 Conclusions -- References -- Maintenance Improvement and Lifecycle Management -- Asset Management, Industry 4.0 and Maintenance in Electrical Energy Distribution -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Asset Management -- 2.2 Industry 4.0 and Maintenance -- 2.3 Link Between AM and I4.0 -- 3 Case Study: Use of AMI -- 3.1 General Information on AMI -- 3.2 Case Study -- 3.3 Building the Simulation Model
• 2 Diagnosis
• 2.1 Mathematical Modelling -- 3 Computational Results -- 3.1 Data Set -- 3.2 Sensitivity Analysis -- 4 Conclusion and Perspectives -- References -- Improvement of Design and Operation of Manufacturing Systems -- Improving Manufacturing System Design by Instantiation of the Integrated Product, Process and Manufacturing System Development Reference Framework -- Abstract -- 1 Introduction -- 2 IPPMD to Design Integrated Manufacturing Systems -- 3 Manufacturing System Development Instantiation -- 4 Case Studies -- 4.1 Product Transfer -- 4.2 Technology Transfer -- 4.3 Manufacturing Facility Design -- 5 Conclusions -- References -- A Formal Skill Model Facilitating the Design and Operation of Flexible Assembly Workstations -- 1 Introduction -- 2 State-of-Art -- 2.1 Capabilities Versus Skills -- 2.2 Skill-Based Modelling -- 3 Formal Skill-Model -- 3.1 Conceptual Model -- 3.2 Example Application -- 4 Conclusion and Outlook -- References -- Multi-criteria Filtering Approach for Comparison and Analysis of Scheduling Alternative Scenarios: Case Study on an Open Pit Phosphate Mine -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Multi-criteria Approach: Proposition and Integration -- 4 Experimental Analysis -- 5 Conclusion -- References -- Evaluation of Complex Manufacturing Systems in the Context of Aggregated Operating Curves -- Abstract -- 1 Introduction -- 2 Theoretical Aspects -- 2.1 Little's Law -- 2.2 Funnel Model -- 2.3 Short Synopsis -- 3 Approach for the Aggregation of Operating Curves -- 3.1 Prerequisites -- 3.2 Grey-Box-Approach -- 4 Practical Verification and Findings -- 5 Conclusions -- References -- Conceptual Maps of Reliability Analysis Applied in Reconfigurable Manufacturing System -- Abstract -- 1 Introduction -- 2 Relevant Research -- 3 Construction of Conceptual Maps -- 4 Conclusion -- References
• 3.4 Steady State and Validation -- 3.5 Results -- 3.6 Discussion -- 4 Conclusion -- Funding -- References -- Perspectives on the Future of Maintenance Engineering Education -- Abstract -- 1 Introduction -- 2 Review Methodology -- 3 Findings -- 3.1 Descriptive Findings -- 3.2 Thematic Findings -- 4 Conclusions and Recommendations for the Future -- References -- Wear and Tear: A Data Driven Analysis of the Operating Condition of Lubricant Oils -- 1 Introduction -- 2 Literature Review -- 3 Data Analysis -- 4 Conclusion -- References -- A Periodic Inventory Model for Perishable Items with General Lifetime -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Model Description -- 4 Numerical Results -- 4.1 Comparison with the Simulation Model -- 4.2 Sensitivity Analysis -- 5 Conclusion -- References -- Efficient Maintenance Planning: The MATISA Company Case Study -- Abstract -- 1 Context Introduction -- 2 Maintenance Basics -- 3 Proposed Computation Method -- 3.1 Choice of the Critical Components -- 3.2 Cost Model -- 3.3 Cost-Availability Analysis -- 4 Conclusion -- References -- Understanding Schedule Progress Using Earned Value and Earned Schedule Techniques at Path-Level -- Abstract -- 1 Introduction -- 2 Theoretical Background -- 3 Methodology -- 4 Results and Findings -- 4.1 Scenario 1: Non-critical Fan-In Path Delayed Less Than Its Slack -- 4.2 Scenario 2: Non-critical Fan-In Path Delayed More Than Its Slack -- 5 Conclusions -- Acknowledgment -- References -- Health Indicator Modeling and Association Rule Mining for Stoppages Prediction in a Refinery Plant -- Abstract -- 1 Introduction and Background -- 2 Methodology -- 3 Application -- 4 Discussion and Conclusions -- References -- Productivity Improvement in Manufacturing Systems Through TPM, OEE and Collaboration Between Maintenance and Production: A Case Study -- Abstract -- 1 Introduction
• Intro -- Preface -- Organization -- Contents - Part V -- Data-Driven Platforms and Applications in Production and Logistics: Digital Twins and AI for Sustainability -- Assembly Line Worker Assignment and Balancing Problem with Positional Constraints -- Abstract -- 1 Introduction -- 2 Problem Definition -- 3 Solution Approach -- 3.1 Mathematical Programming Model for Regular Assignment -- 3.2 Mathematical Programming Model for Task Reassignment -- 3.3 Heuristic Algorithm for Regular Assignment -- 4 Computational Results -- 5 Applications to Practice -- 6 Conclusion -- References -- Design and Implementation of Digital Twin-Based Application for Global Manufacturing Enterprises -- Abstract -- 1 Introduction -- 2 Research Background -- 3 DT-Based Application -- 3.1 Concept of the DT-Based Application -- 3.2 Information Model for the DT Application -- 4 Implementation -- 5 Conclusions -- Acknowledgement -- References -- Exploring Economic, Environmental, and Social Sustainability Impact of Digital Twin-Based Services for Smart Production Logistics -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Digital Twin-Based Services and Sustainability -- 4 Case Study -- 5 Discussions -- 6 Conclusions -- Acknowledgement -- References -- Applying Machine Learning for Adaptive Scheduling and Execution of Material Handling in Smart Production Logistics -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Applying ML for Adaptive Scheduling and Execution of Material Handling in SPL -- 4 Prototype Applications in SPL Test-Bed Environment -- 5 Conclusions -- Acknowledgments -- References -- When Softbots Meet Digital Twins: Towards Supporting the Cognitive Operator 4.0 -- Abstract -- 1 Introduction -- 2 Research Methodology -- 3 Basic Foundations and Related Works -- 3.1 Basic Foundations -- 3.2 Related Works -- 4 Experimental Setup and Preliminary Results