Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems: Ifip Wg 5.7 International Confere

ISBN-13: 9783030859138 / Angielski / Twarda / 2021 / 684 str.

Alexandre Dolgui; Alain Bernard; David Lemoine

Spis treści

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.- Design and Implementation of Digital Twin-Based Application for Global Manufacturing Enterprises.- Exploring Economic, Environmental, and Social Sustainability Impact of Digital Twin-based Services for Smart Production Logistics.- Applying Machine Learning for Adaptive Scheduling and Execution of Material Handling in Smart Production Logistics.- When Softbots meet Digital Twins: Towards Supporting the Cognitive Operator 4.0.- Regular Session: New Approaches for Routing Problem Solving.- The Implementation of Eulerian Coverings of a Graph for Solving Routing Problems.- An Exact Method for a Green Vehicle Routing Problem with Traffic Congestion.- Investigating Alternative Routes for Employee Shuttle Services Arising in a Textile Company: A Comparative Study.- Two variants of bi-objective Vehicle Routing Problem in Home (Health)-care fields.- Inventory routing problem with transshipment and substitution for blood products using the case of the Belgian blood distribution.- Regular Session: 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.- A formal skill model facilitating the design and operation of flexible assembly workstations.- Multi-criteria filtering approach for comparison and analysis of scheduling alternative scenarios: case study on an open pit phosphate mine.- Evaluation of Complex Manufacturing Systems in the Context of Aggregated Operating Curves.- Conceptual maps of reliability analysis applied in reconfigurable manufacturing system.- Regular Session: Crossdock and Transportation Issues.- Berth Allocate Problem with Multi-Entry Considering Marine Fish Freshness.- Cross-Dock Location: An Airbus Helicopters Case Study.- A Hierarchical Network Approach for Long-Haul Parcel Transportation.- Assessment of MaaS (Mobility as a Service) apps in Metropolitian Area of São Paulo, Brazil.- Using flexible crossdock schedules to face truck arrivals uncertainty.- Regular Session: Maintenance Improvement and Lifecycle Management.- Asset Management, Industry 4.0 and Maintenance in Electrical Energy Distribution.- Perspectives on the future of maintenance engineering education.- Wear and Tear: A Data Driven Analysis of the Operating Condition of Lubricant Oils.- A Periodic inventory model for perishable items with general lifetime.- Efficient Maintenance Planning: the MATISA Company Case Study.- Understanding Schedule Progress Using Earned Value and Earned Schedule Techniques at Path-level.- Health Indicator Modeling and Association Rule Mining for stoppages prediction in a refinery plant.- Productivity improvement in manufacturing systems through TPM, OEE and collaboration between maintenance and production: a case study.- Stochastic dynamic programming for earliness-tardiness single machine scheduling with maintenance considerations.- An assessment of order release models in Hybrid MTO-MTS flow shop with bottleneck.- Regular Session: Additive Manufacturing and Mass Customization.- Impact of failure rate uncertainties on the implementation of Additive Manufacturing in spare parts supply chains.- Mass customization: Customizing for the human aspect of operations management.- Impacts of Additive Manufacturing on Supply Chains: An Empirical Investigation.- A Knowledge-Based Approach for Decision Support System in Additive Manufacturing.- A Bibliometric Analysis Approach to Review Mass Customization Scientific Production.- Regular Session: Frameworks and Conceptual Modelling for Systems and Services Efficiency.- Framework of the architecture of the communication process within Industry 4.0 oriented production system.- A fuzzy risk analysis approach for using in concurrent engineering platform.- Service Capability Ontology.- Guideline to development smart service business models for small and medium sized enterprises.- Conceptual approach to product development process based on supply chain concepts.- Regular Session: Optimization of Production and Transportation Systems.- Interactive Design Optimization of Layout Problems.- A Fast and Efficient Fluid Relaxation Algorithm for Large-Scale Re-entrant Flexible Job Shop Scheduling.- Identification of superior improvement trajectories for production lines via simulation-based optimization with reinforcement learning.- Straight and U-shaped assembly lines in Industry 4.0 era: factors influencing their implementation.- Math Modeling to simultaneously make overtime and transportation decisions.- Regular Session: Optimization of Supply Chain Agility and Reconfigurability.- An Approach to Assess Risks related to Information System in Supply Chain.- Supplier selection by using the goal programming approach.- Using an Auction-based System in Cloud Manufacturing for Selecting Manufacturing-as-a-Service Providers.- Modularity metric in Reconfigurable Supply Chain.- Heuristic algorithm for the safety stock placement problem.- Regular Session: Advanced Modelling Approaches.- An Empirical Examination of the Consistency Ratio in the Analytic Hierarchy Process (AHP).- Performance Indicators in Emergency Operating Theaters: A State of the Art.- Energy Transparency in Compound Feed Production.- A Framework To Assess Risk of Illicit Trades Using Bayesian Belief Networks.- Regular Session: Simulation and Optimization of Systems Performances.- Multi-Fidelity Simulation-Based Optimisation for Large-Scale Production Release Planning in Wafer Fabs.- Toward a Simulation Model for Capacity Analysis of a New Port Terminal.- Design of a physics-based and data-driven hybrid model for Predictive Maintenance.- Dynamic Bottleneck Starvation Control.- Pricing models for data products in the industrial food production.- Regular Session: AI-Based Approaches for Quality and Performance Improvement of Production Systems.- A Neural Network Model for Quality Prediction in the Automotive Industry.- AI and BD in Process Industry: a literature review with an operational perspective.- Implementing an Online Scheduling Approach for Production with Multi Agent Proximal Policy Optimization (MAPPO).- Operation Twins: Synchronized Production-Intralogistics for Industry 4.0 Manufacturing.- Regular Session: Risk and Performance Management of Supply Chains.- Sustainability improvement of coffee farms in Valle del Cauca (Colombia) through system dynamics.- A Study of the Relationships between Quality of Management, Sustainable Supply Chain Management Practices and Performance Outcomes.- 4.0 Transition Methodology for Sustainable Supply Chain Management.- Intuitionistic Fuzzy Cognitive Map Based Analysis of Supply Chain Risks.- A Classification Tool for Circular Supply Chain Indicators.