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Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action

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Cover of 'Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action'

Table of Contents

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    Book Overview
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    Chapter 1 Improving Accuracy of Time Series Forecasting by Applying an ARIMA-ANN Hybrid Model
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    Chapter 2 Fault Detection in Automatic Manufacturing Processes via 2D Image Analysis Using a Combined CNN–LSTM Model
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    Chapter 3 An Automated Machine Learning Framework for Predictive Analytics in Quality Control
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    Chapter 4 Comparison of Machine Learning’s- and Humans’- Ability to Consistently Classify Anomalies in Cylinder Locks
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    Chapter 5 Geometric Design Process Automation with Artificial Intelligence
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    Chapter 6 Case-Study-Based Requirements Analysis of Manufacturing Companies for Auto-ML Solutions
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    Chapter 7 Optimization of Production Processes in SMEs: Practical Methodology for the Acquisition of Process Information
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    Chapter 8 Average Flow Time Estimation and Its Application for Storage Relocation in an Order Picking System
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    Chapter 9 Analyzing Operations on a Manufacturing Line Using Geospatial Intelligence Technologies
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    Chapter 10 Strategic Alignment and Industry 4.0: An Exploratory Study with Eleven Companies
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    Chapter 11 Industry 4.0: A Case Study on Strategy and Innovation in a Brazilian Auto Parts Company
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    Chapter 12 Industry 4.0 and Supply Chain Integration: A Case Study in an Auto Parts Company in Brazil
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    Chapter 13 User-Centric Digital Assistance with Smart Tools for Manual Assembly Processes
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    Chapter 14 Building Digital Shadows for Production Control
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    Chapter 15 Does Industry 4.0 Matter to Automotive SME Suppliers? The Role of Advanced Digital Technologies in the Strategic Work of Firms in the Swedish Automotive Valley
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    Chapter 16 Automating Quality Control Based on Machine Vision Towards Automotive 4.0
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    Chapter 17 Evaluation of Potential Benefits of Augmented Reality for Industrial Services
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    Chapter 18 Lean Digital Twins in Production Machines: Case Study in Pharmaceutical Industry
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    Chapter 19 Reconfigurable Manufacturing Systems from a Sustainability Perspective: A Systematic Literature Review
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    Chapter 20 Manufacturing Repurposing: A Literature Review
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    Chapter 21 Autonomization and Digitalization: Index of Last Mile 4.0 Inclusive Transition
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    Chapter 22 An Approach to Digitalising the Manufacturing Steps of Large-Scale Components by Using an Industrial Pilot Case
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    Chapter 23 A Rubric for Implementing Explainable AI in Production Logistics
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    Chapter 24 A Procedural Method to Build Decision Support Systems for Effective Interventions in Manufacturing – A Predictive Maintenance Example from the Spring Industry
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    Chapter 25 Towards an Inclusion of a PMS-Based Mechanism for Cyber-Physical Production Systems
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    Chapter 26 Multiple Operational Status Classification Based on One-Versus-One SVM in FDM 3D Printer
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    Chapter 27 The Impact of Design Complexity on Additive Manufacturing Performance
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    Chapter 28 Relaxing RGV Scheduling Problem for Approximate Assessment of Transportation Rate
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    Chapter 29 Direct Part Marking (DPM) Supported by Additively Manufactured Tags to Improve the Traceability of Castings
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    Chapter 30 Development of a STEP-NC – Enabled Interoperable and Open Architecture CNC Controller
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    Chapter 31 Risk Analysis in Manufacturing Processes: An Integrated Approach Using the FMEA Method
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    Chapter 32 Intelligent Warping Detection for Fused Filament Fabrication of a Metal-Polymer Composite Filament
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    Chapter 33 A Two-Phased Approach to Energy Consumption Prediction for Fused Filament Fabrication of CFR-PEEK
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    Chapter 34 Sequential Optimization of a Temporary Storage Location for Cooperative Twin Overhead Shuttles in a Rail-Based Automated Container Terminal
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    Chapter 35 Determining Due Dates for Rush Orders
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    Chapter 36 Combining Agile Hardware Development with Additive Manufacturing: Implications for a Manufacturing Firm’s Business Model
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    Chapter 37 Effects of Multiple Depots on Total Travel Distance in Parallel-Aisle Manual Order Picking Systems
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    Chapter 38 Towards Adaptable Customer Segments and Reference Geometries
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    Chapter 39 Digitalization of Services for Volunteers in Non-profit Organization
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    Chapter 40 Reference Model for Product-Service Systems with an Use Case from the Plating Industry
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    Chapter 41 How Does Manufacturing Strategy Contribute to Servitization Orientation? The Moderating Effect of Firm Size
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    Chapter 42 Effects of Importer Country’s GDP in Brazilian Agriculture Exports: Chicken Meat, Coffee, Maize, Soybean and Soybean Cake
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    Chapter 43 Building Trust in Business Ecosystems: The Interplay of Technology and Community in Governing Data Sharing
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    Chapter 44 Exploring Challenges in the Integration of Additive Manufacturing
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    Chapter 45 Agile and Digital Transformation in Manufacturing: A Bibliometric Review, Current Research Trends and Future Avenue
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    Chapter 46 Achieving Global Sustainability Through Sustainable Product Life Cycle
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    Chapter 47 Circularity Practices in Manufacturing—A Study of the 20 Largest Manufacturing Companies in Sweden
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    Chapter 48 A Multiple Case Study on Collaboration for a Circular Economy: A Focus on the Italian Textile Supply Chain
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    Chapter 49 Controlling Product Variance in a Factory Through the Evaluation of the Factory Life Cycle
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    Chapter 50 Industry 5.0 – Making It Happen in the Agri Industry. The Core Product Service Platform
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    Chapter 51 Circular Economy and Industrial Symbiosis in Sicily
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    Chapter 52 Approach Towards Sustainability Modelling and Sustainability Risk Assessment in Manufacturing Systems
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    Chapter 53 A Review of Sustainable Composites Supply Chains
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    Chapter 54 An Automated Smart Production with System Reliability Under a Leader-Follower Strategy of Supply Chain Management
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    Chapter 55 Bilevel Programming for Reducing Peak Demand of a Microgrid System
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    Chapter 56 A Smart-Contract Enabled Blockchain Traceability System Against Wine Supply Chain Counterfeiting
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    Chapter 57 Rescheduling Problem for Heavy Cargo Logistics with Transporters
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    Chapter 58 Monetary Evaluation of Logistical Performance
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    Chapter 59 A Survey of Digital Supply Chain Twins’ Implementations
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    Chapter 60 Multi-period Shelter Location-Allocation Problem with Network and Location Vulnerabilities for the Response Phase of Disaster Management
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    Chapter 61 Modelling Interdependencies Within Production Planning and Control: An Application-Motivated Approach
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    Chapter 62 Measuring Impacts of Information Sharing on Perishable Product Supply Chain Performance
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    Chapter 63 A Decision Support Tool to Assess the Probability of Meeting Customer Deadlines
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    Chapter 64 Supply Chain Model for Product Repulsion
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    Chapter 65 Smart Cities and Sustainable Development to Relate to the SDG—Review
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    Chapter 66 Fads and Misleading Concepts Are Influencing Urban Mobility and City Logistics?
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    Chapter 67 Fatal Traffic Accidents in São Paulo State, Brazil: Social Characteristics and Social Distance Effects
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    Chapter 68 Urban Traffic and Pollution in the Metropolitan Region of São Paulo (MRSP): Active Transportation as a Mitigation Measure
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    Chapter 69 Comparing Urban Transportation Services in São Paulo, Brazil. A Decision Making Model Using AHP
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    Chapter 70 Urban Mobility in Brazil: An Comparison Overview in Thirteen State Capitals
Overall attention for this book and its chapters
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Title
Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action
Published by
Springer Nature Switzerland, September 2022
DOI 10.1007/978-3-031-16407-1
ISBNs
978-3-03-116406-4, 978-3-03-116407-1
Editors

Kim, Duck Young, von Cieminski, Gregor, Romero, David

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