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 III

• 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: 9783030859053; 3030859053

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:

• Intro -- Preface -- Organization -- Contents - Part III -- Autonomous Robots in Delivery Logistics -- Sustainable Facility Location-Routing Problem for Blood Package Delivery by Drones with a Charging Station -- 1 Introduction and Literature Review -- 2 Problem Definition -- 3 Numerical Results -- 4 Conclusion -- References -- A MILP Formulation for an Automated Guided Vehicle Scheduling Problem with Battery Constraints -- 1 Introduction -- 2 Problem Description -- 3 Problem Formulation -- 4 Computational Results -- 5 Conclusions -- References -- Planning Autonomous Material Transportation in Hospitals -- 1 Introduction -- 2 Literature Review -- 3 Method -- 4 System Description -- 5 Modeling Approach and Assumptions -- 6 Results -- 7 Discussion and Conclusion -- References -- Collaborative Hybrid Delivery System: Drone Routing Problem Assisted by Truck -- 1 Introduction -- 2 Problem Description -- 2.1 Mathematical Model -- 3 Computational Result -- 4 Sensitivity Analysis -- 5 Concluding Remarks -- References -- Drone Delivery Vehicle Routing Problem with Multi-flight Level -- 1 Introduction -- 2 Literature Review -- 3 Problem Statement and Mathematical Model Formulation -- 3.1 Problem Statement -- 3.2 Mathematical Formulation -- 4 MFLSA -- 4.1 Initial Solution Generation -- 4.2 Selection -- 4.3 Local Search Heuristics -- 5 Case Study -- 6 Computational Result and Conclusion -- 6.1 Performance Comparison -- 6.2 Conclusion -- Referencess -- Digital Transformation Approaches in Production Management -- Multi-perspective View on Sustainable Production: A Literature Review -- 1 Introduction -- 2 Research Methodology -- 3 Research Streams on Sustainable Production from the Perspective of Diverse Stakeholders -- 3.1 Government - Point of View -- 3.2 Corporate - Point of View -- 3.3 Customer - Point of View -- 3.4 Society - Point of View -- 4 Conclusion
• References -- Consistent Maintenance Order Processing with Digital Assistance Systems -- 1 Introduction and Motivation -- 2 System Architecture -- 2.1 Maintenance Order Processing and Its Requirements -- 2.2 Platform Components -- 3 Diagnostic Assistant for On-Board Technicians -- 4 Assistant for Service Technicians -- 4.1 Preparation -- 4.2 Execution -- 4.3 Documentation -- 5 Economic Efficiency and Acceptance -- 6 Outlook -- References -- Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis -- 1 Introduction and Motivation -- 2 Related Work -- 2.1 Business Process Modeling -- 2.2 BPMN -- 2.3 Business Process Redesign -- 2.4 BPM Lifecycle -- 2.5 Sentiment Analysis and Opinion Mining in Business Processes -- 3 Supporting the Process Design -- 4 Application Use Case -- 5 Conclusion and Outlook -- References -- Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway -- 1 Introduction -- 2 Digitalization in Manufacturing -- 3 Industry-Driven Projects on Digitalization in Manufacturing -- 3.1 Circulær -- 3.2 Digitally-Enhanced Operator -- 3.3 HUman MANufacturing (HUMAN) -- 3.4 Lean Digital -- 3.5 Lean 4.0 -- 3.6 SmartChain -- 4 Critical Areas for Digitalization in Manufacturing Industry -- 4.1 Trends and Drivers for Digitalization in Norwegian Manufacturing -- 4.2 Challenges -- 4.3 Research Areas -- 5 Conclusion -- References -- Exploring Accidental Digital Servitization in an Industrial Context -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results -- 4.1 Case Study 1. Light Industrial Hand Tools -- 4.2 Case Study 2. Digital Optimization Service from a Product Test Service -- 4.3 Case Study 3. An Industrial Sensor -- 5 Discussion -- 5.1 Managerial Implications -- 5.2 Theoretical Implications -- 6 Conclusions -- References -- Finance-Driven Supply Chain
• Financing and Cost Sharing for a Supply Chain Under CSR - Sensitive Demand -- 1 Introduction -- 2 Model Description -- 3 Financing Mechanisms and CSR Cost-Sharing -- 3.1 The Competitive Interest Rate -- 3.2 CSR Cost-Sharing Under Bank Financing (CS-BF) -- 3.3 CSR Cost-Sharing Under Reverse Factoring (CS-RF) -- 4 Numerical Study and Managerial Observations -- 4.1 The Parameter Setting -- 4.2 The Supply Chain Performance Without a CS Contract -- 4.3 The SC Performance with CS Contract -- 5 Concluding Remarks -- References -- Integrated Business Planning Process: Link Between Supply Chain Planning and Financial Planning -- 1 Introduction -- 2 Traditional Sales and Operations Planning Process -- 3 Evolution Towards the Integrated Business Planning Process -- 4 Survey -- 4.1 Processes Structure -- 4.2 Financial Integration -- 4.3 Transitioning to Integrated Business Planning -- 5 Links Between Integrated Business Planning and Financial Planning -- 6 Conclusion -- References -- An EOQ-Based Lot Sizing Model with Working Capital Requirements Financing Cost -- 1 Introduction -- 2 EOQ Based Cost Minimization Model -- 2.1 WCR Modeling and Differences Compared with the Trade Credit Concept -- 2.2 Assumptions -- 2.3 Parameters Et Decision Variables -- 2.4 WCR Formulation -- 2.5 Objective Function -- 3 Optimal Solution and Structural Properties -- 4 Conclusions -- References -- Put Option Contracts in Newsvendor Model with Bankruptcy Risk -- 1 Introduction -- 2 Literature Review -- 3 Model Description -- 3.1 The Retailer's Decision -- 3.2 Bank's Problem -- 4 Numerical Experiments -- 5 Conclusion and Further Research -- References -- Pricing Decisions for an Omnichannel Retailing Under Service Level Considerations -- 1 Introduction -- 2 Problem Formulation -- 2.1 Formulation of the Demand Distribution -- 2.2 Formulation of the Objective Function
• 3 Characterization of Objective Function: A Case of Study -- 4 Conclusion -- References -- Gastronomic Service System Design -- Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method -- 1 Introduction -- 2 Forecasting Method -- 3 Forecasting the Number of Customers Visiting Restaurants -- 3.1 Target Data -- 3.2 Order of MA -- 3.3 Forecasting Results of Machine Learning -- 3.4 Forecasting Results of Deep Learning -- 3.5 Comparison of Machine Learning and Deep Learning -- 4 Conclusion -- References -- Digital Ordering Improves Labor Productivity in Multiproduct Restaurants -- 1 Introduction -- 2 Digital Ordering System Introduction -- 2.1 Usage and Structure of Digital Ordering System -- 2.2 System Introduction -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries -- 1 Introduction -- 2 Geospatial Intelligence -- 3 Use Cases of GSI -- 4 Summary of Use Cases -- 5 Conclusion -- References -- Engineering Large Event Catering Services -- 1 Introduction -- 2 Characteristics of Large Event Catering -- 2.1 Long Setup -- 2.2 Time-Varying Demand -- 2.3 Customer Food Preference -- 3 Analytical Model for Planning Event Catering: A Case Study -- 3.1 Case Study Description -- 3.2 Operation Analysis and Design -- 3.3 Rough Capacity Planning -- 3.4 Detail Planning -- 4 Conclusion -- References -- A Study on Menu Planning Method Considering the Variation in Menu Orders - Application to Daily Foods in a Company Cafeteria -- 1 Introduction -- 2 Menu Planning Using Genetic Algorithm -- 2.1 Target Problem -- 2.2 Distributed Genetic Algorithm -- 2.3 Gene Coding -- 2.4 Fitness Function -- 2.5 Constraints -- 3 Computer Experiments -- 3.1 Experimental Conditions -- 3.2 Experimental Results -- 4 Conclusion
• References
• References -- Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments -- 1 Introduction -- 1.1 Previous Research -- 2 Computer Vision Based Location and Direction Detection -- 3 Cost of Action -- 4 Conclusion -- References -- A Hybrid Architecture for the Deployment of a Data Quality Management (DQM) System for Zero-Defect Manufacturing in Industry 4.0 -- 1 Introduction -- 1.1 The Use of ZDM in Quality Management -- 1.2 The CPPS Design Concept -- 2 A Novel Hybrid Model for CPPS -- 2.1 A Possible Framework to Facilitate the Transition from Conventional IT Infrastructure to Industry 4.0 Digital Technology -- 2.2 Conclusion -- References -- The Survival Analysis for a Predictive Maintenance in Manufacturing -- 1 Introduction -- 1.1 PdM and SA Literature Overview -- 2 Survival Analysis -- 3 Case Study -- 3.1 Data Preparation for SA -- 3.2 Kaplan-Meier Non-parametric Model -- 3.3 Cox Proportional-Hazards Model -- 4 Conclusions, Limitations and Outlook -- References -- Detection of Fluid Level in Bores for Batch Size One Assembly Automation Using Convolutional Neural Network -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Experimental Setup -- 4.1 Applied Detection Model -- 4.2 Generation of Data Set -- 4.3 Optimization of Data Set -- 4.4 Validation -- 5 Results -- 6 Summary -- References -- Barriers Hindering an Efficient Implementation Process of Digital Technologies -- a Case Study at Norwegian Manufacturing Companies -- 1 Introduction -- 2 Barriers to Implementation of Digital Technologies -- 3 Research Design -- 4 Case Description -- 5 Findings and Discussion -- 5.1 Goals and Attitude Towards Digitalization -- 5.2 Leadership and Human Resources -- 5.3 Lack of Competence and Systematical Learning Process -- 5.4 Also an Organizational Issue -- 5.5 Technical Issues -- 6 Concluding Remarks