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Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus [[electronic resource] ] : Proceedings of FAIM 2022, June 19–23, 2022, Detroit, Michigan, USA / / edited by Kyoung-Yun Kim, Leslie Monplaisir, Jeremy Rickli
| Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus [[electronic resource] ] : Proceedings of FAIM 2022, June 19–23, 2022, Detroit, Michigan, USA / / edited by Kyoung-Yun Kim, Leslie Monplaisir, Jeremy Rickli |
| Autore | Kim Kyoung-Yun |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2023 |
| Descrizione fisica | 1 online resource (XVII, 414 p. 208 illus., 174 illus. in color.) |
| Disciplina | 629.8 |
| Collana | Lecture Notes in Mechanical Engineering |
| Soggetto topico |
Industrial engineering
Automation Robotics Production engineering Computer-aided engineering Industrial Automation Robotic Engineering Process Engineering Computer-Aided Engineering (CAD, CAE) and Design |
| Soggetto non controllato |
Human-Robot Collaboration
Lean Manufacturing Applications Cyber-Physical Systems in Manufacturing Lean Manufacturing Composite Materials in Manufacturing IoT-based Manufacturing Cybersecurity in Manufacturing AI Applications in Manufacturing Manufacturing decarbonization Manufacturing Modeling 3D printing Energy-Efficiency in Manufacturing Ergonomic Risk Assessment Industrial Applications of VR Sustainable Manufacturing Circular Supply Chain |
| ISBN | 3-031-18326-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- FAIM 2022 Organization -- Organizing Committee -- General Chairs -- Technical Program Chairs -- Industrial Program Chairs -- Communication and Media Chairs -- Conference Managers -- Assistant Conference Managers -- Steering Committee - FAIM 2022 -- Advisory Board - Program Committee -- Honorary Chairs -- Scientific Committee -- Contents -- Manufacturing Processes -- Die-Less Forming of Fiber-Reinforced Plastic Composites -- 1 Introduction -- 2 Related Work -- 3 Process Analysis for Die-Less Forming -- 3.1 Materials -- 3.2 Requirements and Functional Analysis -- 3.3 Allocation and Evaluation of the Processing Functions -- 4 Preliminary Practical Experiments -- 4.1 Liquid Separate Thermoset Processing -- 4.2 Organo Sheet Forming -- 4.3 Woven Commingled Yarn Processing -- 5 Discussion and Outlook -- References -- Assessment of High Porosity Lattice Structures for Lightweight Applications -- 1 Introduction -- 2 Modelling and Assessment of Lattice Structures -- 2.1 Modelling of Lattice Structures -- 2.2 Numerical Assessment -- 3 Manufacturing and Dimensional Assessment of Lattice Structures -- 3.1 Manufacturing with FDM Printer -- 3.2 Dimensional Assessment of 3D Printed Cellular Structures -- 4 Conclusions -- References -- Machine Tools -- Development of a Sensor Integrated Machining Vice Towards a Non-invasive Milling Monitoring System -- 1 Introduction -- 2 State of the Art -- 3 Approach -- 4 Case Study on Chatter Detection -- 5 Results and Discussion -- 6 Conclusions -- References -- Effect of Ultrasonic Burnishing Parameters on Burnished-Surface Quality of Stainless Steel After Heat Treatment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Surface Roughness -- 2.2 Surface Hardness -- 2.3 EBSD (Sample Preparation and Post Processing) -- 3 Results and Discussion -- 3.1 Surface Roughness -- 3.2 Surface Hardness.
3.3 Grainsize Characterization -- 4 Conclusions -- References -- High Precision Fabrication of an Innovative Fiber-Optic Displacement Sensor -- 1 Introduction -- 2 Sensor Principle -- 3 High Precision Machining Technique -- 3.1 The High Precision Turning Machine -- 3.2 The Machining Strategy of the Cones Assembled Grating -- 4 Conclusion -- References -- 3D Printing of Hydrogel-Based Seed Planter for In-Space Seed Nursery -- 1 Introduction -- 2 Materials and Method -- 2.1 Materials -- 2.2 Hydrogel Printing -- 2.3 Seed Planting -- 3 Results and Discussion -- 3.1 Hydrogel Printing Quality Control and Mass Evaluation -- 3.2 Volume Evaluation -- 3.3 Soybean Density Evaluation -- 4 Conclusions -- References -- Modelling and Simulation of Automated Hydraulic Press Brake -- 1 Introduction -- 2 Methodology -- 2.1 Computer Aided Modelling and Simulation -- 2.2 Model Control of Triplet Cylinder -- 2.3 The Operational Model of the Triplet Cylinder -- 3 Results and Discussion -- 4 Conclusion -- References -- Assessment of Reconfigurable Vibrating Screen Technology for the Mining Industries -- 1 Introduction -- 2 Methodology -- 3 Results and Discussion -- 4 Conclusion -- References -- Manufacturing Systems -- Deep Anomaly Detection for Endoscopic Inspection of Cast Iron Parts -- 1 Introduction -- 2 Related Work -- 2.1 One-Class Classification (OCC) for Visual Anomaly Detection -- 2.2 One-Class Classification Anomaly Detection for Industrial Inspection -- 3 Use Case 'Endoscopic Cavity Inspection of Cast Iron Part' -- 4 Proposed Approach -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 4.3 Threshold Selection and Comparison with Supervised Learning -- 4.4 Discussion -- 5 Conclusion and Outlook -- References -- Classification and Detection of Malicious Attacks in Industrial IoT Devices via Machine Learning -- 1 Introduction -- 2 Background. 3 Dataset and Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Implementation of a Novel Fully Convolutional Network Approach to Detect and Classify Cyber-Attacks on IoT Devices in Smart Manufacturing Systems -- 1 Introduction -- 2 Preprocessing of Datasets -- 3 Results and Analysis -- 4 Conclusions -- References -- Application of ARIMA-LSTM for Manufacturing Decarbonization Using 4IR Concepts -- 1 Introduction -- 2 Related Work on ARIMA-LSTM -- 3 Methodology -- 3.1 Data Set and Processing -- 3.2 Auto-regressive Integrated Moving Average (ARIMA) -- 3.3 Long Short-Term Memory (LSTM) -- 3.4 Hybrid ARIMA-LSTM -- 3.5 Predictive Evaluation Indicators Validation -- 4 Results -- 5 Conclusion -- References -- Online Path Planning in a Multi-agent-Controlled Manufacturing System -- 1 Introduction -- 2 Manufacturing Scenario -- 3 Design and Implementation -- 4 Conclusion -- References -- Assessing Visual Identification Challenges for Unmarked and Similar Aircraft Components -- 1 Introduction -- 2 Related Work and State of the Art -- 3 Assessing Identification Challenges - Methodology -- 4 Application of Methodology to Use-Cases -- 4.1 Use-Case 1 - Type-Identification of Bushings -- 4.2 Use-Case 2 - Identification of Tubes -- 5 Discussion -- 6 Conclusion and Outlook -- References -- Projecting Product-Aware Cues as Assembly Intentions for Human-Robot Collaboration -- 1 Introduction -- 2 Related Work -- 3 Research Objectives, Setting and Scope -- 4 Theoretical Background -- 4.1 Oriented Minimum Bounding Boxes -- 4.2 Camera and Projector Model -- 5 Methods -- 5.1 Estimating Intrinsic and Extrinsic Parameters -- 5.2 Digital Thread Framework -- 5.3 Product Design Environment -- 5.4 Intent Projection -- 6 Experimental Results and Observations -- 6.1 Occlusions -- 6.2 Bounding Boxes for Intent Projection -- 6.3 Digital Thread Framework. 7 Conclusions and Future Work -- References -- Online Quality Inspection Approach for Submerged Arc Welding (SAW) by Utilizing IR-RGB Multimodal Monitoring and Deep Learning -- 1 Introduction -- 2 Quality Assessment Method -- 2.1 Model Selection and Architecture -- 2.2 Training of the CNNs -- 3 Experimental Setup and Data Processing -- 4 Results and Discussion -- 5 Conclusions and Future Outlook -- References -- Detachable, Low-Cost Tool Holder for Grippers in Human-Robot Interaction -- 1 Introduction -- 2 State-of-the-Art -- 3 Development Process -- 4 Detachable, Low-Cost Tool Holder for Robot Grippers -- 5 Discussion -- 6 Conclusion and Outlook -- References -- Intelligent Robotic Arm Path Planning (IRAP2) Framework to Improve Work Safety in Human-Robot Collaboration (HRC) Workspace Using Deep Deterministic Policy Gradient (DDPG) Algorithm -- 1 Introduction -- 2 Problem Statement and Methodology -- 2.1 Problem Statement -- 2.2 The IRAP2 Framework Based on DDPG -- 3 Results and Discussion -- 3.1 Evaluation of the Training Process -- 3.2 The Optimal Pick-Up Path Generated by IRAP2 Framework -- 3.3 Validation of the Robot Control -- 4 Conclusion and Outlook -- References -- A Conceptual Framework of a Digital-Twin for a Circular Meat Supply Chain -- 1 Introduction -- 2 Background -- 3 A Conceptual Framework of Digital-Twin for a Circular Meat Supply Chain -- 3.1 Proposed Conceptual Framework of DT Applied to a Circular Meat Supply Chain -- 4 Conclusions and Future Challenges/Work -- References -- A Mathematical Model for Cloud-Based Scheduling Using Heavy Traffic Limit Theorem in Queuing Process -- 1 Introduction -- 2 Cloud Manufacturing Platform -- 3 Methodology -- 3.1 Heavy Traffic Limit Theory in Different Classified QoS -- 4 Modelling of Queuing Process Based on Cloud Classification -- 4.1 Number of Operational Resources in the Queuing System. 5 Results and Discussion -- 6 Conclusion -- References -- Approach for Evaluating Changeable Production Systems in a Battery Module Production Use Case -- 1 Introduction -- 2 Industry Survey -- 2.1 Survey Structure -- 2.2 Survey Results -- 3 State of the Art -- 4 Method -- 5 Battery Module Production Use Case -- 6 Summary and Outlook -- References -- Cost-Minimal Selection of Material Supply Strategies in Matrix Production Systems -- 1 Introduction -- 2 State of the Art -- 2.1 Material Supply and the Selection Process of Supply Strategies -- 2.2 Challenges to the Material Supply in Matrix Production -- 2.3 Cost Accounting in the Context of Logistics -- 2.4 Algorithms -- 3 Method for Cost-Minimal Material Supply Strategy Selection -- 3.1 Structure of Method -- 3.2 Cost Side Description of Alternative Supply Strategies -- 3.3 Selection of the Most Cost-Effective Material Supply Strategy in Matrix Production System -- 4 Summary and Outlook -- References -- Assessment of Ergonomics Risk Experienced by Welding Workers in a Rail Component Manufacturing Organization -- 1 Introduction -- 2 Methods and Materials -- 3 Results and Interpretation -- 4 Conclusion -- References -- A Survey of Smart Manufacturing for High-Mix Low-Volume Production in Defense and Aerospace Industries -- 1 Introduction -- 2 Manufacturing Strategies for HMLV in Defense and Aerospace Industries -- 2.1 Major Issues -- 2.2 Advanced Processing Techniques -- 2.3 Make-to-X Strategy -- 2.4 Group Technology -- 2.5 Lean Practices -- 3 A Smart Manufacturing Solution -- 3.1 Automation in Manufacturing -- 3.2 Smart Production Planning and Control -- 4 Concluding Remarks -- References -- Feasibility Analysis of Safety Training in Human-Robot Collaboration Scenario: Virtual Reality Use Case -- 1 Introduction -- 2 Related Work -- 2.1 Virtual Reality Training -- 2.2 Virtual Reality Safety Training. 3 Research Methods, Material and Approach. |
| Record Nr. | UNINA-9910623996503321 |
Kim Kyoung-Yun
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| Cham, : Springer Nature, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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JIDOKA. Integration of Human and AI within Industry 4.0 Cyber Physical Manufacturing Systems
| JIDOKA. Integration of Human and AI within Industry 4.0 Cyber Physical Manufacturing Systems |
| Autore | Villalba-Diez Javier |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (188 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology |
| Soggetto non controllato |
healthy operator 4.0
human–cyber–physical system industrial internet of things industry 4.0 smart workplaces EEG sensors manufacturing systems shopfloor management machine learning deep learning reference architecture model interoperability digital twin distributed ledger technology GDPR RAMI 4.0 LASFA quantum computing strategic organizational design Industry 4.0 complex networks cyber-physical systems lean management systems quantum strategic organizational design quantum circuits quantum simulation JIDOKA Operator 4.0 process variability integration explaining variability quantum approximate optimization algorithm value–stream networks optimization maintenance interval maintenance model semi-Markov process right-censored data finite horizon maintenance cost Cyber-Physical Systems Lean Manufacturing Directed Acyclic Graphs scikit-learn pipegraph machine learning models |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566484003321 |
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Villalba-Diez Javier
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Milk Run Design: Definitions, Concepts and Solution Approaches
| Milk Run Design: Definitions, Concepts and Solution Approaches |
| Autore | Meyer Anne |
| Pubbl/distr/stampa | KIT Scientific Publishing, 2017 |
| Descrizione fisica | 1 electronic resource (VIII, 267 p. p.) |
| Collana | Wissenschaftliche Berichte des Instituts für Fördertechnik und Logistiksysteme des Karlsruher Instituts für Technologie |
| Soggetto non controllato |
Mathematical Optimization
Supply Chain Management Lean Manufacturing Mathematische Optimierung |
| ISBN | 1000057833 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Milk Run Design |
| Record Nr. | UNINA-9910346768603321 |
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Meyer Anne
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| KIT Scientific Publishing, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Sustainable Industrial Engineering along Product-Service Life Cycle/Supply Chain
| Sustainable Industrial Engineering along Product-Service Life Cycle/Supply Chain |
| Autore | Matias João Carlos de Oliveira |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (474 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
information and communication technologies
green supply chain update and sustainable sustainability green degree game model sustainable supplier selection DEMATEL ANP fuzzy VIKOR IVTFN hybrid information aggregation TBL theory energy intensity income education eco-efficiency circular economy equipment development task foreseeable rework hidden rework uncertainty complexity blockchain supply chain use cases applications quality level reliability demonstration test Bayesian approach conjugacy beta-binomial distribution sequential sampling one-shot devices finite population express delivery service last mile delivery pricing collaboration market share reverse supply chain collection strategy waste mobile phones evolutionary game theory evolution mechanism reward-penalty mechanism ammunition incineration down-cycling energetic material recycling industrial ecology life-cycle assessment cap-and-trade production carbon emissions reduction consumers’ environmental preferences newsvendor model Lean Manufacturing Industry 4.0 economic environmental and social structure equations modeling sustainable global supply chain single- and multi-objective optimization method sustainability design constraint software application real case study pulp and paper industry comparative index cross-country analysis JIT implementation suppliers in JIT operational benefits human factor in JIT material flow structural equation model carbon credit environmental cost accounting pyrolysis solid waste vendor selection product life cycle multi-objective linear programming multi-choice goal programming additive manufacturing social change social impacts 3D printing rapid prototyping recycling investment strategy demand uncertainty Stochastic nonlinear Programming Monte-Carlo based sample average approximation method memetic algorithm industrial symbiosis potential industrial symbiosis eco-industrial parks sustainable supply chain management research methods scientific production metrics indicators |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557504003321 |
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Matias João Carlos de Oliveira
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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