Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems

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 selected from 529 submissions. They discuss artificial intelligence techniques, decision aid and new and renewed paradigms for sustainable and resilient production systems at four-wall factory and value chain levels. The papers are organized in the following topical sections:

Part I: artificial intelligence based optimization techniques for demand-driven manufacturing; hybrid approaches for production planning and scheduling; intelligent systems for manufacturing planning and control in the industry 4.0; learning and robust decision support systems for agile manufacturing environments; low-code and model-driven engineering for production system; meta-heuristics and optimization techniquesfor energy-oriented manufacturing systems; metaheuristics for production systems; modern analytics and new AI-based smart techniques for replenishment and production planning under uncertainty; system identification for manufacturing control applications; and the future of lean thinking and practice

Part II: digital transformation of SME manufacturers: the crucial role of standard; digital transformations towards supply chain resiliency; engineering of smart-product-service-systems of the future; lean and Six Sigma in services healthcare; new trends and challenges in reconfigurable, flexible or agile production system; production management in food supply chains; and sustainability in production planning and lot-sizing

Part III: autonomous robots in delivery logistics; digital transformation approaches in production management; finance-driven supply chain; gastronomic service system design; modern scheduling and applications in industry 4.0; recent advances in sustainable manufacturing; regular session: green production and circularity concepts; regular session: improvement models and methods for green and innovative systems; regular session: supply chain and routing management; regular session: robotics and human aspects; regular session: classification and data management methods; smart supply chain and production in society 5.0 era; and supply chain risk management under coronavirus

Part IV: AI for resilience in global supply chain networks in the context of pandemic disruptions; blockchain in the operations and supply chain management; data-based services as key enablers for smart products, manufacturing and assembly; data-driven methods for supply chain optimization; digital twins based on systems engineering and semantic modeling; digital twins in companies first developments and future challenges; human-centered artificial intelligence in smart manufacturing for the operator 4.0; operations management in engineer-to-order manufacturing; product and asset life cycle management for smart and sustainable manufacturing systems; robotics technologies for control, smart manufacturing and logistics; serious games analytics: improving games and learning support; smart and sustainable production and supply chains; smart methods and techniques for sustainable supply chain management; the new digital lean manufacturing paradigm; and the role of emerging technologies in disaster relief operations: lessons from COVID-19

Part V: data-driven platforms and applications in production and logistics: digital twins and AI for sustainability; regular session: new approaches for routing problem solving; regular session: improvement of design and operation of manufacturing systems; regular session: crossdock and transportation issues; regular session: maintenance improvement and lifecycle management; regular session: additive manufacturing and mass customization; regular session: frameworks and conceptual modelling for systems and services efficiency; regular session: optimization of production and transportation systems; regular session: optimization of supply chain agility and reconfigurability; regular session: advanced modelling approaches; regular session: simulation and optimization of systems performances; regular session: AI-based approaches for quality and performance improvement of production systems; and regular session: risk and performance management of supply chains

*The conference was held online.

Inhalt
Autonomous Robots in Delivery Logistics.- Sustainable Facility Location-Routing Problem for Blood Package Delivery by Drones with a Charging Station.- A MILP formulation for an Automated Guided Vehicle Scheduling Problem with battery constraints.- Planning autonomous material transportation in hospitals.- Collaborative hybrid delivery system: Drone routing problem assisted by truck.- Drone Delivery Vehicle Routing Problem with Multi-flight Level.- Digital Transformation Approaches in Production Management.- Multi-perspective view on sustainable production: A literature review.- Determining Minimal Cost of Action for Task Allocation Within Mobile Robot Swarm in Production Environments.- A hybrid architecture for the deployment of a Digitally-enhanced Quality Management (DQM) System for Zero-Defect Manufacturing in Industry 4.0.- The Survival Analysis for A Predictive Maintenance in Manufacturing.- Detection of fluid level in bores for batch size one assembly automation using convolutional neuronal network.- Barriers hindering an efficient implementation process of digital technologies; a case study at Norwegian manufacturing companies.- Consistent Maintenance Order Processing with Digital Assistance Systems.- Supporting Manufacturing Processes Design Using Stakeholder Opinions and Sentiment Analysis.- Digitalization in Manufacturing: Trends, Drivers, Challenges, and Research Areas in Norway.- Exploring Accidental Digital Servitization In An Industrial Context.- Finance-Driven Supply Chain.- Financing and Cost sharing for a Supply Chain under CSR - sensitive demand.- Integrated Business Planning Process: Link between supply chain planning and financial planning.- An EOQ-based lot sizing model with working capital requirements financing cost.- Put option contracts in Newsvendor Model with bankruptcy risk.- Pricing Decisions for an Omnichannel Retailing under Service Level Considerations.- Gastronomic Service System Design.- Forecasting the Number of Customers Visiting Restaurants Using Machine Learning and Statistical Method.- Digital Ordering Improves Labor Productivity in Multiproduct Restaurants.- Geospatial Intelligence for Health and Productivity Management in Japanese Restaurants and Other Industries.- Engineering Large Event Catering Services.- A Study on Menu Planning Method Considering the Variation in Menu Orders - Application to daily foods in a company cafeteria.- Systems engineering analysis for cooking recipes from the perspective of work instructions.- Modern Scheduling and Applications in Industry 4.0.- Electric Bus Charging Scheduling Strategy with Stochastic Arrival Time and State of Charge.- Group scheduling and due date assignment without restriction on a single machine.- Parallel machine scheduling with stochastic workforce skill requirements.- Multitasking Scheduling Problem with Uncertain Credit Risk.- A mathematical model for bus scheduling with conditional signal priority.- Charging Scheduling Optimization of Battery Electric Bus with Controllable Task Completion.- Research on the O2O Takeout Orders Merger and Routing Optimization.- A MILP model for the scheduling of a multiproduct tree-structure pipeline network in mining industry.- Exploiting the full potential of I4.0 technologies for products EOL recovery process.- An Approximation Algorithm for the k-Connected Location Set Cover Problem with Color-spanning Constraint.- Recent Advances in Sustainable Manufacturing.- Sustainable Process Plan Generation in R…