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 I
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 technologi...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2021, 2021
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| Edition: | 1st ed. 2021 |
| Series: | IFIP Advances in Information and Communication Technology
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Multi-period Multi-sourcing Supply Planning with Stochastic Lead-times, Quantity-dependent Pricing, and Delivery Flexibility Costs
- System Identification for Manufacturing Control Applications
- Multi-Step Problem of Inventory Control with Returns
- Expert-Classification Methods for Estimation of the Structure and Parameters of Controlled Queueing Systems
- Simulation Experiment in a Virtual Laboratory Environment as a Ground for Production Competencies Acquiring
- Identification of Nonlinear Dynamic Systems Structured by Expanded Wiener Model
- Data Analysis and Production Process Control
- Management Projects for Digital Ecosystems of Automotive Enterprises: Truck Sharing
- Formation of work plans and schedules at enterprises with conveyor assembly
- Resolution Estimates for Selected Coordinate Descent: Identification of Seismic Structure in the Area of Geothermal Plants
- Product Quality Improvement based on Process Capability Analysis
- Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing
- Goods and Activities Tracking Through Supply Chain Network Using Machine Learning Models
- Long term demand forecasting system for demand driven manufacturing
- FBD_Bmodel Digital Platform: a web-based application for demand driven fashion supply chain
- Data-driven approach for Credit Card FraudDetection with Autoencoder and One-ClassClassification techniques
- A model for a multi-level disassembly system under random disassembly lead times-. Hybrid Approaches for Production Planning and Scheduling
- Scheduling of parallel 3D-printing machines with incompatible job families: A Matheuristic algorithm
- An Iterated Greedy Matheuristic for Scheduling in Steelmaking-Continuous Casting Process
- Hybridization of mixed-integer linear program and discrete event systems for robust scheduling on parallel machines
- Exploring Interdependency Effects of Production Orders as Central Impact Factors of Logistics Performance in Manufacturing Systems
- Design of a Li-Fi Transceiver for Distributed Factory Planning Applications
- Metamodeling of Deteriorating Reusable Articles in a Closed Loop Supply Chain
- Risk Assessment and Mitigation for Industry 4.0: Implementation of a Digital Risk Quick Check
- Digital Twin Framework for Machine-Learning Enabled Integrated Production and Logistics Processes
- A smart contracts and tokenization enabled permissioned blockchain framework for the Food Supply Chain
- Learning and Robust Decision Support Systems for Agile Manufacturing Environments
- Due date-related Order Prioritization for Scheduling with Decision Support in Dynamic Environments
- Knowledge graphs in digital twins for AI in production
- Smart short term capacity planning: A reinforcement learning approach
- Reactive Scheduling by Intelligent DSS
- An Enhanced Data-Driven Algorithm for Shifting Bottleneck Detection
- Practical Estimation of the Impact of a Reduction of the Number of Kanban Cards on the Delivery Performance
- Lean Production and industry 4.0 Technologies: Link and interactions
- Heijunka 4.0 – Key Enabling Technologies for Production Levelling in the Process Industry
- Towards an Economic Theory of Lean
- Reshaping the concepts of Job Enrichment and Job Enlargement: the impacts of Lean and Industry 4.0
- Managing Variability in Production
- Realizing value opportunities for a Circular Economy: Integrating Extended Value Stream Mapping and Value Uncaptured Framework
- Exploring the link between lean practices and sources of uncertainty in Supply Chain
- Transition towards Circular Economy: An intraorganizational perspective identifying knowledge wastes
- Worker in the loop: a framework for enabling Human-Robot collaborative assembly
- Decision Support on the Shop Floor Using Digital Twins: Architecture and Functional Components for Simulation-Based Assistance
- A taxonomy for resistance concepts in manufacturing networks
- Real-time machine learning automation applied to failure prediction in automakers supplier manufacturing system
- Resilient Project Scheduling Using Artificial Intelligence: a Conceptual Framework
- A digital twin-driven methodology for material resource planning under uncertainties
- Low-Code and Model-Driven Engineering for Production System
- Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach
- A Low-Code Development Environment to Orchestrate Model Management Services
- Towards Twin-Driven Engineering: Overview of the State-of-the-Art and Research Directions
- Developing a bi-objective model to configure a scalable manufacturing line considering energy consumption
- A Distributed Model for Manufacturing Scheduling: Approaching the EDGE
- Scheduling jobs on unrelated machines with job splitting and setup resource constraints for weaving in textile manufacturing
- Comparison of metaheuristics and exact method for the dynamic line rebalancing problem
- Modern Analytics and New AI-Based Smart Techniques for Replenishment and Production Planning Under Uncertainty
- A Probabilistic Estimation of Perfect Order Parameters
- Inventory and Commitment Decisions for On-demand Warehousing System
- Effect of Informed Demand Lead Time under Imperfect Advance Demand Information
- Tool for nervousness analysis in a rolling planning environment via historical data
- A Preliminary Overview of Ramp-up Management Practices in Crisis Context
- Optimization of a Periodic Review Joint Replenishment Policy for a Stochastic Inventory System
- CGA-Based Optimal (r, Q) Policy Tuning in Goods Distribution Systems with Complex Topologies
- Single machine Order Acceptance Scheduling with periodic energy consumption limits
- A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources
- Designing Bioenergy Supply Chains under Social Sustainability Constraints
- Meta-Heuristics and Optimization Techniques for Energy-Oriented Manufacturing Systems
- Developing a bi-objective model to configure a scalable manufacturing line considering energy consumption
- Single machine Order Acceptance Scheduling with periodic energy consumption limits
- A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources
- Designing Bioenergy Supply Chains under Social Sustainability Constraints
- Metaheuristics for Production Systems
- Multi-objective genetic algorithm to reduce setup waste in a single machine with coupled-tasks scheduling problem
- Tabu search algorithm for single and multi-model line Balancing problems
- An unrelated parallel machines rescheduling problem: an industrial case study.-Tactical planning and predictive maintenance: towards an integrated model based on epsilon-reliability
- Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0
- Comparison between product and process oriented Zero-Defect Manufacturing (ZDM) approaches
- Industry 4.0: An Indian perspective
- Opportunities of Blockchain Traceability Data for Environmental Impact Assessment in a Context of Sustainable Production
- Demand forecasting for an automotive company with neural network and ensemble classifiers approaches
- A deep learning algorithm for the throughput estimation of a CONWIP line
- Dynamic scheduling in a flow shop using Deep Reinforcement Learning
- A Text Understandability Approach for Improving Reliability-Centered Maintenance in Manufacturing Enterprises
- Manufacturing strategy dimensions as I4.0 performance antecedents in developing economies
- Software Architecture for an Active Device Driver in Reconfigurable Manufacturing Systems
- Price-to-Quality Ratio Dependent Demand: Keeping the Intensity of Demand Constant
- Identification of Integrated Rating Mechanisms on Complete Data Sets
- Application of Linear Random Processes to Construction of Diagnostic System for Power Engineering Equipment
- Construction of multi-step price forecasts in commodity markets based on qualitative and quantitative data analysis methods
- The Future of Lean Thinking and Practice
- More checks for less waste in the lamination process of a shipbuilding company pursuing Lean Thinking
- Implementation of 5S+S for knowledge work in engineering projects
- A Lean approach for multi-criteria decision-making in public services’ strategy deployment
- Lean Six Sigma in knowledge work: A case study from policing and prosecution services
- Industry and Services: different Organizational Cultures, same Openness to Lean Implementation?