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Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus

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Cover of 'Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus'

Table of Contents

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    Book Overview
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    Chapter 1 Die-Less Forming of Fiber-Reinforced Plastic Composites
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    Chapter 2 Assessment of High Porosity Lattice Structures for Lightweight Applications
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    Chapter 3 Development of a Sensor Integrated Machining Vice Towards a Non-invasive Milling Monitoring System
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    Chapter 4 Effect of Ultrasonic Burnishing Parameters on Burnished-Surface Quality of Stainless Steel After Heat Treatment
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    Chapter 5 High Precision Fabrication of an Innovative Fiber-Optic Displacement Sensor
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    Chapter 6 3D Printing of Hydrogel-Based Seed Planter for In-Space Seed Nursery
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    Chapter 7 Modelling and Simulation of Automated Hydraulic Press Brake
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    Chapter 8 Assessment of Reconfigurable Vibrating Screen Technology for the Mining Industries
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    Chapter 9 Deep Anomaly Detection for Endoscopic Inspection of Cast Iron Parts
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    Chapter 10 Classification and Detection of Malicious Attacks in Industrial IoT Devices via Machine L earning
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    Chapter 11 Implementation of a Novel Fully Convolutional Network Approach to Detect and Classify Cyber-Attacks on IoT Devices in Smart Manufacturing Systems
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    Chapter 12 Application of ARIMA-LSTM for Manufacturing Decarbonization Using 4IR Concepts
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    Chapter 13 Online Path Planning in a Multi-agent-Controlled Manufacturing System
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    Chapter 14 Assessing Visual Identification Challenges for Unmarked and Similar Aircraft Components
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    Chapter 15 Projecting Product-Aware Cues as Assembly Intentions for Human-Robot Collaboration
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    Chapter 16 Online Quality Inspection Approach for Submerged Arc Welding (SAW) by Utilizing IR-RGB Multimodal Monitoring and Deep Learning
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    Chapter 17 Detachable, Low-Cost Tool Holder for Grippers in Human-Robot Interaction
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    Chapter 18 Intelligent Robotic Arm Path Planning (IRAP 2 ) Framework to Improve Work Safety in Human-Robot Collaboration (HRC) Workspace Using Deep Deterministic Policy Gradient (DDPG) Algorithm
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    Chapter 19 A Conceptual Framework of a Digital-Twin for a Circular Meat Supply Chain
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    Chapter 20 A Mathematical Model for Cloud-Based Scheduling Using Heavy Traffic Limit Theorem in Queuing Process
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    Chapter 21 Approach for Evaluating Changeable Production Systems in a Battery Module Production Use Case
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    Chapter 22 Cost-Minimal Selection of Material Supply Strategies in Matrix Production Systems
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    Chapter 23 Assessment of Ergonomics Risk Experienced by Welding Workers in a Rail Component Manufacturing Organization
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    Chapter 24 A Survey of Smart Manufacturing for High-Mix Low-Volume Production in Defense and Aerospace Industries
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    Chapter 25 Feasibility Analysis of Safety Training in Human-Robot Collaboration Scenario: Virtual Reality Use Case
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    Chapter 26 Energy Efficiency for Manufacturing Using PV, FSC, and Battery-Super Capacitor Design to Enhance Sustainable Clean Energy Load Demand
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    Chapter 27 The Impact of Learning Factories on Teaching Lean Principles in an Assembly Environment
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    Chapter 28 Generation of Synthetic AI Training Data for Robotic Grasp-Candidate Identification and Evaluation in Intralogistics Bin-Picking Scenarios
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    Chapter 29 Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks
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    Chapter 30 Integration of Machining Process Digital Twin in Early Design Stages of a Portable Robotic Machining Cell
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    Chapter 31 Development Process for Information Security Concepts in IIoT-Based Manufacturing
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    Chapter 32 Augmented Virtuality Input Demonstration Refinement Improving Hybrid Manipulation Learning for Bin Picking
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    Chapter 33 Manufacturing Process Optimization via Digital Twins: Definitions and Limitations
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    Chapter 34 The Circular Economy Competence of the Manufacturing Sector — A Case Study
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    Chapter 35 A Framework for Manufacturing System Reconfiguration Based on Artificial Intelligence and Digital Twin
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    Chapter 36 AI-Based Engineering and Production Drawing Information Extraction
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    Chapter 37 Generation of an Intermediate Workpiece for Planning of Machining Operations
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    Chapter 38 Automating the Generation of MBD-Driven Assembly Work Instruction Documentation for Aircraft Components
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    Chapter 39 Hyperspectral Imaging for Non-destructive Testing of Composite Materials and Defect Classification
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    Chapter 40 Correction to: Development Process for Information Security Concepts in IIoT-Based Manufacturing
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Title
Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus
Published by
Springer International Publishing, October 2022
DOI 10.1007/978-3-031-18326-3
ISBNs
978-3-03-118325-6, 978-3-03-118326-3
Editors

Kim, Kyoung-Yun, Monplaisir, Leslie, Rickli, Jeremy

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